https://wearecoded.com/en/AI and technology, run through our lens. Day by day, no noise - only what actually matters.en-USTue, 06 Oct 2026 00:00:00 +0000https://wearecoded.com/en/articles/mistral-large-4-le-chonk-1-trilion.htmlhttps://wearecoded.com/en/articles/mistral-large-4-le-chonk-1-trilion.htmlTue, 06 Oct 2026 00:00:00 +0000FrontierThe preview is available through the API in Mistral Studio from 6 October. Mistral says the model was trained on 3,800 GPUs in its own data centers in Europe and that it will release the weights by the end of the month.https://wearecoded.com/en/articles/openai-matematika-rezultati-v-github.htmlhttps://wearecoded.com/en/articles/openai-matematika-rezultati-v-github.htmlTue, 06 Oct 2026 00:00:00 +0000FrontierOn 6 October OpenAI published a repository of new mathematical results produced by an internal frontier model. Many of the proofs come with Lean formalizations that a computer can check step by step. Which model it is, OpenAI does not say; the results are listed in the repository.https://wearecoded.com/en/articles/anthropic-cyber-verification-program-tri-niva.htmlhttps://wearecoded.com/en/articles/anthropic-cyber-verification-program-tri-niva.htmlTue, 06 Oct 2026 00:00:00 +0000FrontierAnthropic merged Project Glasswing and the old Cyber Verification Program into one program with three tiers for vetted security professionals: Defense, Red Team and Specialized. For the first Anthropic aims to answer within a few days; for the third, with the fewest blocks, it currently reviews every organization together with the US government.https://wearecoded.com/en/articles/koren-dns-smenya-klyucha-11-oktomvri-ksk-2024.htmlhttps://wearecoded.com/en/articles/koren-dns-smenya-klyucha-11-oktomvri-ksk-2024.htmlTue, 06 Oct 2026 00:00:00 +0000InfraOn 11 October 2026 the DNS root changes its key-signing key (KSK) for only the second time ever; the first was in 2018. The new KSK-2024 replaces KSK-2017. Cloudflare says most website operators need to do nothing, but a resolver that validates DNSSEC must trust the new key before the switch.https://wearecoded.com/en/articles/boston-dynamics-rohit-prasad-ceo.htmlhttps://wearecoded.com/en/articles/boston-dynamics-rohit-prasad-ceo.htmlTue, 06 Oct 2026 00:00:00 +0000RoboticsBoston Dynamics announced on 6 October that Rohit Prasad takes over the company. He spent 12 years at Amazon, where he led Alexa and artificial general intelligence, and created the Amazon Nova models. The reading that Hyundai is putting in a product person, not a roboticist, is ours.https://wearecoded.com/en/articles/nobel-fizika-2026-halzen-icecube.htmlhttps://wearecoded.com/en/articles/nobel-fizika-2026-halzen-icecube.htmlTue, 06 Oct 2026 00:00:00 +0000ScienceOn 6 October the Royal Swedish Academy of Sciences awarded Halzen of the University of Wisconsin-Madison for IceCube and the discovery of high-energy neutrinos of astrophysical origin. The idea is from 1988, the instrument was finished in 2011. There is one laureate, with a 1/1 share of the 12 million Swedish kronor prize.https://wearecoded.com/en/articles/google-embeddinggemma-2-740m-multimodalen.htmlhttps://wearecoded.com/en/articles/google-embeddinggemma-2-740m-multimodalen.htmlTue, 06 Oct 2026 00:00:00 +0000FrontierOne shared “shelf” for five kinds of content, which can run entirely on the device. By Google’s figures the full multimodal version, compressed, needs about 567 MB of memory on a Pixel 11 Pro. The licence is Apache 2.0, and the weights are on Hugging Face and Kaggle.https://wearecoded.com/en/articles/google-nano-banana-2-1-panoramni-kartinki.htmlhttps://wearecoded.com/en/articles/google-nano-banana-2-1-panoramni-kartinki.htmlTue, 06 Oct 2026 00:00:00 +0000DesignGoogle announced on 6 October in the Gemini API release notes that the model is generally available: according to the company it keeps Flash-level speed and cost efficiency and improves the wide 1:4, 4:1, 1:8 and 8:1 formats up to 4K. The old gemini-3.1-flash-image is deprecated, with no shutdown date.https://wearecoded.com/en/articles/openai-voden-znak-tekst-eu-ai-act.htmlhttps://wearecoded.com/en/articles/openai-voden-znak-tekst-eu-ai-act.htmlMon, 05 Oct 2026 00:00:00 +0000ControlFrom 5 October API customers can switch the mark on for selected models; it is off by default. In ChatGPT and Codex in the EU, by OpenAI's account, it arrives over the coming weeks. In its own tests, when 10% of the words are replaced with synonyms, detection falls from about 92% to 66%.https://wearecoded.com/en/articles/wikimedia-rogue-agenti-openai.htmlhttps://wearecoded.com/en/articles/wikimedia-rogue-agenti-openai.htmlMon, 05 Oct 2026 00:00:00 +0000SecurityThe Foundation ran its own investigation after other organisations disclosed clusters of so-called “rogue” agents. Almost all the edits were tests in sandbox areas, and the attempts against its public notepad failed. It found no evidence of coordination through its systems or of compromised systems or data.https://wearecoded.com/en/articles/chatgpt-reklami-pri-kartinkite.htmlhttps://wearecoded.com/en/articles/chatgpt-reklami-pri-kartinkite.htmlMon, 05 Oct 2026 00:00:00 +0000FrontierOn 5 October OpenAI announced a new visual ad format. It will first be tested while ChatGPT generates an image, later this month in the US, with an initial group of advertisers. The ads will be labeled and separate from the image. The effect numbers it shows are partners' data.https://wearecoded.com/en/articles/nobel-medicina-2026-optogenetika.htmlhttps://wearecoded.com/en/articles/nobel-medicina-2026-optogenetika.htmlMon, 05 Oct 2026 00:00:00 +0000ScienceOn 5 October the Nobel Assembly at Karolinska Institutet honoured the three for light-gated ion channels and optogenetics. Hegemann and Nagel found a protein in a single-celled alga, Deisseroth turned it into a switch for nerve cells. The prize is 12 million Swedish kronor, shared equally.https://wearecoded.com/en/articles/citrix-netscaler-cve-2026-88779-dos.htmlhttps://wearecoded.com/en/articles/citrix-netscaler-cve-2026-88779-dos.htmlSun, 04 Oct 2026 00:00:00 +0000SecurityCVE-2026-88779 is a memory overflow in NetScaler ADC and Gateway that can take the service down. Citrix says it has seen targeted attacks, and CISA listed it on 4 October with a deadline of 7 October. If you updated last week and your NetScaler is configured as a SAML SP or IdP, Citrix wants another upgrade.https://wearecoded.com/en/articles/zammad-cve-2026-102490-spor-s-divd.htmlhttps://wearecoded.com/en/articles/zammad-cve-2026-102490-spor-s-divd.htmlFri, 02 Oct 2026 00:00:00 +0000SecurityCVE-2026-102489 and CVE-2026-102490 in the Zammad ticketing system can be chained: from code execution to root. Per DIVD's timeline, Zammad was notified on 24 September. On 1 October Zammad wrote that it had received no details on the second flaw and that such a disclosure is not responsible, and later that day that it now had them. CISA is not waiting for the argument.https://wearecoded.com/en/articles/anthropic-frontier-academy-10000-inzheneri.htmlhttps://wearecoded.com/en/articles/anthropic-frontier-academy-10000-inzheneri.htmlFri, 02 Oct 2026 00:00:00 +0000FrontierOn 2 October Anthropic launched Claude Frontier Academy: a commitment of one hundred million dollars and a target of 10,000 Frontier Deployed Engineers. The first programme follows the medical model: a simulated deployment, a graded task, 12 weeks of a real project at the firm and a second assessment. You get in by nomination only.https://wearecoded.com/en/articles/cloudflare-quick-tunnels-web-search-agenti.htmlhttps://wearecoded.com/en/articles/cloudflare-quick-tunnels-web-search-agenti.htmlFri, 02 Oct 2026 00:00:00 +0000BuildersFrom cloudflared 2026.9.3 the --allowed-mail flag lets only chosen emails or domains through a Quick Tunnel, with a one-time PIN from Cloudflare Access and no account for anyone. Without the flag the tunnel stays public. The same day brought Web Search API through AI Gateway: search for agents from Ceramic.ai, Exa and Linkup, at the partners' own prices, no markup.https://wearecoded.com/en/articles/cloudflare-enterprise-za-vsichki-observability.htmlhttps://wearecoded.com/en/articles/cloudflare-enterprise-za-vsichki-observability.htmlFri, 02 Oct 2026 00:00:00 +0000BuildersA year after CTO Dane Knecht's pledge, Cloudflare says: every generally available feature of the week that is available on Enterprise is also available on Pay-as-you-go, and most on the free plan too. Where the plans differ, it is in how much, not what. Eight Observability updates bring logs, traces, analytics and alerts into one place, and the new price for logs and traces applies from 1 December.https://wearecoded.com/en/articles/ai2-astabrief-8b-otvoren-model.htmlhttps://wearecoded.com/en/articles/ai2-astabrief-8b-otvoren-model.htmlFri, 02 Oct 2026 00:00:00 +0000FrontierAi2 has published the model and its training data. From a research question and excerpts from the literature, AstaBrief writes a cited report, and in Asta it runs as Fast mode next to the Claude-powered Thinking mode. Ai2 itself says the training and evaluation were done mostly in 2025 and that the full evaluation has not been rerun against today's leading models.https://wearecoded.com/en/articles/cloudflare-traces-ohttp-gateway.htmlhttps://wearecoded.com/en/articles/cloudflare-traces-ohttp-gateway.htmlFri, 02 Oct 2026 00:00:00 +0000Builders2 October, Cloudflare's Birthday Week. Traces is in open beta: you follow one request through security rules, cache, the Worker and on to origin, with OTLP export and billing from 1 December. OHTTP Gateway is in closed beta: your application gets the contents of the request, and who sent it stays with another operator.https://wearecoded.com/en/articles/nvidia-dgx-spark-64gb-4999.htmlhttps://wearecoded.com/en/articles/nvidia-dgx-spark-64gb-4999.htmlFri, 02 Oct 2026 00:00:00 +0000InfraFrom 23 October at Acer, ASUS, Dell, Gigabyte, HP and MSI. The GB10 Grace Blackwell chip and 64 GB of unified memory. Sync Cluster Assistant links two boxes with a QSFP cable and pools the memory to 128 GB: per NVIDIA, models of up to 200 billion parameters in the office, no cloud.https://wearecoded.com/en/articles/home-assistant-cloud-stava-link.htmlhttps://wearecoded.com/en/articles/home-assistant-cloud-stava-link.htmlFri, 02 Oct 2026 00:00:00 +0000ControlNabu Casa is renaming Home Assistant's paid service. The reason is stated plainly: Big Tech has given the cloud a bad name, and some people thought Home Assistant runs in the cloud. The change becomes official in the 2026.12 release in December.https://wearecoded.com/en/articles/cloudflare-basin-k2-kv-instant.htmlhttps://wearecoded.com/en/articles/cloudflare-basin-k2-kv-instant.htmlThu, 01 Oct 2026 00:00:00 +0000BuildersCloudflare's Birthday Week, 1 October, is about data. Basin, until now the Data Platform, is ready for production: it ingests, organises and queries Apache Iceberg tables on R2, with no egress fee. K2 is a new event stream on the same storage, in public beta. And Workers KV Instant is a private beta for configuration that reaches the whole network in about a tenth of a second.https://wearecoded.com/en/articles/cloudflare-os-clef-ai-search.htmlhttps://wearecoded.com/en/articles/cloudflare-os-clef-ai-search.htmlThu, 01 Oct 2026 00:00:00 +0000BuildersStill 1 October, still Birthday Week. Cloudflare OS is an agent that works inside your company's GitHub and Google Workspace: open source today, a managed version behind a waitlist. Clef is a pair of small models that classify and return probabilities so the agent can decide cheaply. AI Search leaves beta and starts costing money on 1 November.https://wearecoded.com/en/articles/fortimail-cve-2026-104286-kev.htmlhttps://wearecoded.com/en/articles/fortimail-cve-2026-104286-kev.htmlThu, 01 Oct 2026 00:00:00 +0000SecurityCVE-2026-104286 in Fortinet's mail gateway: no password, one HTTP request, and the attacker writes files on the system. Fortinet says it has been reported exploited. The fixed versions are "upcoming". Until they land: switch off IBE or take management off the internet. CISA set the deadline for 4 October.https://wearecoded.com/en/articles/aws-well-architected-agent-preview.htmlhttps://wearecoded.com/en/articles/aws-well-architected-agent-preview.htmlThu, 01 Oct 2026 00:00:00 +0000InfraWell-Architected Agent is in public preview: it looks at more than 65 services, gives recommendations on cost, security, performance and resilience and returns them as changes for the console, for infrastructure as code or for the command line. Only for customers with a Support plan, first recommendations within 24 hours. No preview price is given.https://wearecoded.com/en/articles/ai2-olmo-core-3-moe.htmlhttps://wearecoded.com/en/articles/ai2-olmo-core-3-moe.htmlThu, 01 Oct 2026 00:00:00 +0000FrontierThe Allen Institute has shown a rebuilt training system for mixture-of-experts models. Per Ai2, on 8 NVIDIA B300 chips a 47 billion parameter model trains 2.7 times faster than with their old code, and the largest test run passes 1.2 trillion parameters on 512 GPUs. They ship a report, code and a demo. No models.https://wearecoded.com/en/articles/anthropic-claude-shaped-science.htmlhttps://wearecoded.com/en/articles/anthropic-claude-shaped-science.htmlThu, 01 Oct 2026 00:00:00 +0000ScienceMatthew Schwartz, author of the earlier "Vibe Physics", describes a method he calls "Claude-shaped science": instead of forcing the model into a scientist's classic workflow, you look for the tasks it is good at. The numbers are his: 36 manuscripts across 18 fields with 19 coauthors. The BootLoops tool is open on GitHub.https://wearecoded.com/en/articles/gemini-live-guided-vision.htmlhttps://wearecoded.com/en/articles/gemini-live-guided-vision.htmlThu, 01 Oct 2026 00:00:00 +0000FrontierYou point the phone, Gemini tells you what it sees and how to move the frame. The feature is for blind and low-vision people and works on Android 9 and up wherever Gemini Live is available. Google states plainly that it is not a medical device and does not replace the white cane.https://wearecoded.com/en/articles/boston-dynamics-atlas-raka-13-stepeni.htmlhttps://wearecoded.com/en/articles/boston-dynamics-atlas-raka-13-stepeni.htmlThu, 01 Oct 2026 00:00:00 +0000RoboticsFour fingers, one actuator type, touch sensors on the fingertips and palm, a load of over 100 pounds. The pinky is gone because the CTO asked the team to tape their two small fingers together for a day and report what they could not do. Per IEEE Spectrum, the goal now is how to make 100,000 of these hands a year.https://wearecoded.com/en/articles/microsoft-roslansky-napuska-linkedin.htmlhttps://wearecoded.com/en/articles/microsoft-roslansky-napuska-linkedin.htmlThu, 01 Oct 2026 00:00:00 +0000CommerceThe Executive Vice President of LinkedIn and Microsoft 365 is leaving and stays on as an advisor until the end of the year. The reason is in his own words: the next phase requires being in Redmond every day, and his family is in the Bay Area. His teams move to Charles Lamanna, Jacob Andreou and directly to Satya Nadella.https://wearecoded.com/en/articles/jetbrains-air-v-ide-eap.htmlhttps://wearecoded.com/en/articles/jetbrains-air-v-ide-eap.htmlThu, 01 Oct 2026 00:00:00 +0000BuildersAir is an "open system" for agentic development, in early access from 1 October through the 2026.3 EAP builds or as a Marketplace plugin. You run several agents in parallel, locally or in the cloud, each in its own temporary worktree. A JetBrains AI subscription is not mandatory: Junie Lite is free after signing in, and you bring your own Codex, Gemini, GitHub Copilot or Claude Agent.https://wearecoded.com/en/articles/suno-speech-beta-glas-s-muzika.htmlhttps://wearecoded.com/en/articles/suno-speech-beta-glas-s-muzika.htmlThu, 01 Oct 2026 00:00:00 +0000AudioYou type a text, describe the voice and the musical style, and get it read aloud with its own soundtrack. Suno calls it the first audio model that makes voice and music together as one piece. The beta has been open to the whole community since 1 October.https://wearecoded.com/en/articles/comfy-agent-raboten-potok.htmlhttps://wearecoded.com/en/articles/comfy-agent-raboten-potok.htmlThu, 01 Oct 2026 00:00:00 +0000DesignThe agent lives inside ComfyUI, knows the latest models and extensions, and works on the same canvas while you edit by hand. Available in Comfy Cloud since 1 October; the desktop version follows in a few weeks. It is a beta.https://wearecoded.com/en/articles/gpt-6-astra-ultrafast-blackwell-8x.htmlhttps://wearecoded.com/en/articles/gpt-6-astra-ultrafast-blackwell-8x.htmlThu, 01 Oct 2026 00:00:00 +0000FrontierThe mode runs on NVIDIA Blackwell and is available in the OpenAI API and to eligible ChatGPT Work and Codex users. OpenAI has no announcement of its own in its newsroom; the number is in NVIDIA's blog, with quotes from two OpenAI people, and in OpenAI's API documentation. OpenAI's documentation adds the condition that, for us, comes first: US or global processing only, no EU endpoints.https://wearecoded.com/en/articles/apple-harness-silen-agent.htmlhttps://wearecoded.com/en/articles/apple-harness-silen-agent.htmlThu, 01 Oct 2026 00:00:00 +0000ScienceA paper published on Apple Machine Learning Research and on arXiv compares the best open-source harnesses for autonomous ML engineering with a single coding agent that has only read, write and bash. Under an equal time budget and the same model, the scaffolding gives no advantage. The authors conclude that hand-crafted harnesses around strong models yield poor returns.https://wearecoded.com/en/articles/barclays-claude-code-polovinata-programisti.htmlhttps://wearecoded.com/en/articles/barclays-claude-code-polovinata-programisti.htmlThu, 01 Oct 2026 00:00:00 +0000BuildersOn 1 October Anthropic said British bank Barclays is expanding their collaboration and rolling Claude out across the bank. Barclays expects Claude Code to reach 50 percent of its developers by the end of 2026 and a majority of its software engineers in 2027.https://wearecoded.com/en/articles/gemini-4-argon-parvo-pri-zashtitnicite.htmlhttps://wearecoded.com/en/articles/gemini-4-argon-parvo-pri-zashtitnicite.htmlWed, 30 Sep 2026 00:00:00 +0000FrontierOn 30 September Google announced Gemini 4 Argon, its new top model. It is going to trusted defenders through the Fairwind programme, and for them and Google's internal teams it will come without cyber safeguards. The broad release is a plan: paid API customers and Google AI Ultra subscribers first.https://wearecoded.com/en/articles/cisco-sd-wan-cve-2026-76504-admin.htmlhttps://wearecoded.com/en/articles/cisco-sd-wan-cve-2026-76504-admin.htmlWed, 30 Sep 2026 00:00:00 +0000SecurityOn 30 September Cisco published an advisory for CVE-2026-76504 in Catalyst SD-WAN Manager. Improper handling of URI encoding lets a remote attacker bypass the check and reach the API as admin. There is no workaround, exploitation is active, and CISA set a deadline of 3 October.https://wearecoded.com/en/articles/openai-moonshot-iztochvane-na-razsazhdeniya.htmlhttps://wearecoded.com/en/articles/openai-moonshot-iztochvane-na-razsazhdeniya.htmlWed, 30 Sep 2026 00:00:00 +0000ControlOn 30 September OpenAI said it had disrupted a coordinated adversarial distillation campaign that began on 1 July. The company attributes the core of the activity to individuals associated with Moonshot AI, the developer of Kimi. No encryption was broken and there was no direct access to stored user conversations.https://wearecoded.com/en/articles/deepmind-synthid-bio-voden-znak-v-belaka.htmlhttps://wearecoded.com/en/articles/deepmind-synthid-bio-voden-znak-v-belaka.htmlWed, 30 Sep 2026 00:00:00 +0000ScienceOn 30 September Google DeepMind introduced SynthID Bio, watermarking methods for synthetic biology. The signature goes into the choice of amino acids and into the 3D coordinates of predicted structures, and it can be verified even on the synthesised protein. In lab tests against three targets, watermarked proteins worked as well as unmarked ones.https://wearecoded.com/en/articles/anthropic-roboti-indeks-0-3-na-sto.htmlhttps://wearecoded.com/en/articles/anthropic-roboti-indeks-0-3-na-sto.htmlWed, 30 Sep 2026 00:00:00 +0000RoboticsOn 30 September Anthropic published a robot exposure index, with task ratings made using Claude. Robots today can do 74 percent of physical tasks in the US, mostly in controlled settings. They are cheaper than humans for 0.3 percent of tasks, and at the past pace of price declines it will take 40 years to reach 10 percent.https://wearecoded.com/en/articles/cloudflare-pay-per-use-plashtane-za-upotreba.htmlhttps://wearecoded.com/en/articles/cloudflare-pay-per-use-plashtane-za-upotreba.htmlWed, 30 Sep 2026 00:00:00 +0000CommerceOn 30 September Cloudflare put Pay Per Use into beta: an AI company offers a price for a specific use of content, the publisher accepts or declines, the buyer reports each use, and Cloudflare bills and pays out. The same day Monetization Gateway entered closed beta for charging agents through HTTP 402.https://wearecoded.com/en/articles/coreweave-vera-rubin-cognition-4-8.htmlhttps://wearecoded.com/en/articles/coreweave-vera-rubin-cognition-4-8.htmlWed, 30 Sep 2026 00:00:00 +0000InfraOn 30 September NVIDIA said CoreWeave had made Vera Rubin NVL72 systems available and that Cognition, the company behind Devin, is the first customer running real work on them. In early tests Cognition saw up to 4.8 times higher total token throughput for SWE-2 compared with GB200 NVL72. The figures are NVIDIA's and the customer's, not independent.https://wearecoded.com/en/articles/runway-ads-reklami-v-kragove.htmlhttps://wearecoded.com/en/articles/runway-ads-reklami-v-kragove.htmlWed, 30 Sep 2026 00:00:00 +0000DesignOn 30 September Runway announced Runway Ads: you connect an ad account and a brand kit, the product generates video and images, publishes the approved variants, reads the results and makes a new round based on what earned spend. For now it is piloting with select enterprise partners.https://wearecoded.com/en/articles/gpt-61-sol-blizo-do-astra.htmlhttps://wearecoded.com/en/articles/gpt-61-sol-blizo-do-astra.htmlTue, 29 Sep 2026 00:00:00 +0000FrontierOn 29 September OpenAI released GPT-6.1 Sol, an upgrade to GPT-6 Sol. Per the company it nearly matches GPT-6 Astra on agentic coding, computer use and professional tasks at a fifth of Astra's token prices. It is available in ChatGPT Work, Codex and the API, but not yet in regular chat.https://wearecoded.com/en/articles/openai-dots-agenti-sas-sobstven-kompyutar.htmlhttps://wearecoded.com/en/articles/openai-dots-agenti-sas-sobstven-kompyutar.htmlTue, 29 Sep 2026 00:00:00 +0000BuildersOn 29 September OpenAI introduced dots: always-on agents powered by GPT-6 Astra that have their own cloud computer, remember context and work in the apps you connect. They start with Business Premium and with Pro, but Pro is for now outside the European Economic Area, Switzerland and the UK.https://wearecoded.com/en/articles/glm-53-kiber-bez-predpaziteli.htmlhttps://wearecoded.com/en/articles/glm-53-kiber-bez-predpaziteli.htmlTue, 29 Sep 2026 00:00:00 +0000ControlOn 29 September Anthropic's red team published an analysis of GLM-5.3 from Zhipu AI (Z.ai), an open-weight model. Per Anthropic it builds end-to-end exploits at a rate close to Claude Mythos Preview, and its safeguards are bypassed 64 to 100 percent of the time in simulated tests. The assessment comes from a competitor and should be read that way.https://wearecoded.com/en/articles/openssl-14-dupki-dtls-cve-2026-84782.htmlhttps://wearecoded.com/en/articles/openssl-14-dupki-dtls-cve-2026-84782.htmlTue, 29 Sep 2026 00:00:00 +0000SecurityOpenSSL's advisory of 29 September covers 14 vulnerabilities: one high, one moderate and 12 low. The high one is in DTLS and can leak a chunk of memory as ordinary handshake data or crash the process. No active exploitation is reported.https://wearecoded.com/en/articles/stripe-link-agentni-pokupki-38-pati.htmlhttps://wearecoded.com/en/articles/stripe-link-agentni-pokupki-38-pati.htmlTue, 29 Sep 2026 00:00:00 +0000CommerceOn 29 September Stripe said that Meta's Muse, Grok Bot and Instinct now pay with Link's wallet for agents, and that agentic purchases through it grew 38 times in a month, per the company. Three things are added: flexible approval of the amount, spending analysis and protection if the agent gets it wrong.https://wearecoded.com/en/articles/openai-avstraliya-medicare-incident.htmlhttps://wearecoded.com/en/articles/openai-avstraliya-medicare-incident.htmlMon, 28 Sep 2026 00:00:00 +0000ControlOn 28 September OpenAI published an apology and an account: in June an experimental internal model found non-public access to the Medicare statistics service, ran commands and took internal files and credentials. Individual medical records were not accessed, per the company. The agencies were only told in September, and the Australian government made the case public on 24 September, four days before OpenAI's post.https://wearecoded.com/en/articles/citrix-netscaler-cve-2026-88771-kev.htmlhttps://wearecoded.com/en/articles/citrix-netscaler-cve-2026-88771-kev.htmlMon, 28 Sep 2026 00:00:00 +0000SecurityOn Sunday, 27 September, Cloud Software Group issued a bulletin on eight vulnerabilities in NetScaler ADC and NetScaler Gateway. Two of them, scored 9.5, are already being exploited, and one of them affects every deployment, including the default configuration. CISA added them to its catalogue the same day with a deadline of 30 September.https://wearecoded.com/en/articles/claude-sonnet-55-sashtata-cena-po-malko-tokeni.htmlhttps://wearecoded.com/en/articles/claude-sonnet-55-sashtata-cena-po-malko-tokeni.htmlMon, 28 Sep 2026 00:00:00 +0000FrontierOn 28 September Anthropic released Sonnet 5.5, the second model in the 5.5 family. Per the company it is over 30 percent faster than Sonnet 5 and up to 30 percent cheaper per task, at the same 2 and 10 dollars per million tokens. It is also the first Sonnet to launch with cyber safeguards.https://wearecoded.com/en/articles/amd-kupuva-world-labs-plan.htmlhttps://wearecoded.com/en/articles/amd-kupuva-world-labs-plan.htmlMon, 28 Sep 2026 00:00:00 +0000InfraOn 28 September AMD signed a definitive agreement for World Labs, the lab that builds models for generating and simulating 3D worlds. The deal is all stock and is expected to close by the end of 2026 if regulators approve. Fei-Fei Li is to become AMD's chief scientist.https://wearecoded.com/en/articles/apple-coregraphics-cve-2026-86950.htmlhttps://wearecoded.com/en/articles/apple-coregraphics-cve-2026-86950.htmlMon, 28 Sep 2026 00:00:00 +0000SecurityiOS 26.7.1 and iPadOS 26.7.1 shipped on 28 September with a single fix. A malicious file can lead to code execution, and Apple is aware of a report that the hole may have been exploited in an extremely sophisticated attack against specific individuals.https://wearecoded.com/en/articles/elevenlabs-eleven-v4-tonat.htmlhttps://wearecoded.com/en/articles/elevenlabs-eleven-v4-tonat.htmlMon, 28 Sep 2026 00:00:00 +0000AudioOn 28 September ElevenLabs introduced Eleven v4, an entirely new text-to-speech architecture, and the fast Eleven v4 Turbo for voice agents. Per the company the model ranks first on the Artificial Analysis leaderboard, and in blind comparisons about 75 percent of listeners prefer it.https://wearecoded.com/en/articles/openai-safety-cases-predi-obuchenie.htmlhttps://wearecoded.com/en/articles/openai-safety-cases-predi-obuchenie.htmlMon, 28 Sep 2026 00:00:00 +0000ControlIn a post dated 28 September OpenAI writes that structured safety documentation should be required before continuing any frontier reinforcement learning run. The company admits that real "safety cases" of the kind used in aviation and nuclear power are a goal it is still building towards.https://wearecoded.com/en/articles/meta-enterprise-platform-cj-desai.htmlhttps://wearecoded.com/en/articles/meta-enterprise-platform-cj-desai.htmlMon, 28 Sep 2026 00:00:00 +0000CommerceOn 28 September Mark Zuckerberg announced Meta Enterprise Platform, "the next major pillar" of Meta's business. At first it will bring the Muse agent, Meta Business Agent, Muse API and Muse Code to companies. Chirantan "CJ" Desai takes charge, reporting directly to Zuckerberg.https://wearecoded.com/en/articles/merriam-webster-vibe-coding.htmlhttps://wearecoded.com/en/articles/merriam-webster-vibe-coding.htmlFri, 25 Sep 2026 00:00:00 +0000CultureThe American dictionary added 1,400 words and definitions on 25 September. Technology brings four: compute as a noun (a resource companies increasingly want more of), vibe coding, AGI and uncanny valley. Alongside them come parasocial, looksmaxxing, meme coin and trash panda.https://wearecoded.com/en/articles/microsoft-copilot-home-code-autopilot.htmlhttps://wearecoded.com/en/articles/microsoft-copilot-home-code-autopilot.htmlFri, 25 Sep 2026 00:00:00 +0000BuildersThe new Copilot brings chat and delegated work into one place, lets anyone build small apps with GitHub Copilot's technology and adds Autopilot - a persistent agent in the cloud. Long agentic work and frontier models run on usage-based billing.https://wearecoded.com/en/articles/cisa-kev-wordpress-sharepoint-mikrotik.htmlhttps://wearecoded.com/en/articles/cisa-kev-wordpress-sharepoint-mikrotik.htmlFri, 25 Sep 2026 00:00:00 +0000SecurityOn 25 September the catalogue of actively exploited vulnerabilities gained CVE-2026-87902 in the WordPress core, CVE-2026-65660 in SharePoint and CVE-2026-67279 in MikroTik's RouterOS. MikroTik comes with a catch: the versions that fix it carry an incomplete fix for another of the holes.https://wearecoded.com/en/articles/n8n-agents-rabotnite-potoci-stavat-instrumenti.htmlhttps://wearecoded.com/en/articles/n8n-agents-rabotnite-potoci-stavat-instrumenti.htmlFri, 25 Sep 2026 00:00:00 +0000BuildersOn 25 September n8n added a new type of agent: you describe the task, choose a model, tools and workflows, and the agent decides how to reach the result. Workflows can become its tools and so limit what it can touch. The old AI Agent node stays unchanged.https://wearecoded.com/en/articles/alibaba-apsara-qwen-4-oblak-v-evropa.htmlhttps://wearecoded.com/en/articles/alibaba-apsara-qwen-4-oblak-v-evropa.htmlThu, 24 Sep 2026 00:00:00 +0000FrontierAt the Apsara 2026 conference Alibaba said the next Qwen generation is in training, and the Qwen 4.5 and Qwen 5 series are planned to reach 5 to 10 trillion parameters. Its cloud plans new regions in Türkiye, Finland and the Netherlands in the next 12 months. Everything with a future date is a plan.https://wearecoded.com/en/articles/adobe-commerce-magento-dupka-kev.htmlhttps://wearecoded.com/en/articles/adobe-commerce-magento-dupka-kev.htmlThu, 24 Sep 2026 00:00:00 +0000SecurityOn 24 September CISA added CVE-2026-71362 to the KEV catalogue: incorrect authorisation in Adobe Commerce and Magento that can lead to privilege escalation without user action. The NVD record dates from 11 August. Adobe's bulletin did not open when we checked, so the facts rest on CISA and NVD.https://wearecoded.com/en/articles/docker-sandbox-kit-spec-pravata-na-agenta.htmlhttps://wearecoded.com/en/articles/docker-sandbox-kit-spec-pravata-na-agenta.htmlThu, 24 Sep 2026 00:00:00 +0000BuildersOn 24 September Docker released the Sandbox Kit Spec under Apache 2.0: the agent, its tools and a list of everything it wants to reach, in one ordinary container image. The standard goes under the neutral governance of the CNCF. The same day brought Cloud Sandboxes for agents that work for hours.https://wearecoded.com/en/articles/anthropic-project-swap-agenti-razmenyat-knigi.htmlhttps://wearecoded.com/en/articles/anthropic-project-swap-agenti-razmenyat-knigi.htmlThu, 24 Sep 2026 00:00:00 +0000CommerceIn the Project Swap experiment, 201 Anthropic employees sent Claude agents to trade books for them. After a five-minute chat the agent ordered pairs of books the way the person did in 61% of cases. The biggest loss was not in the haggling but in how well the agent had understood the person.https://wearecoded.com/en/articles/waymo-london-plan-bez-shofyor.htmlhttps://wearecoded.com/en/articles/waymo-london-plan-bez-shofyor.htmlThu, 24 Sep 2026 00:00:00 +0000RoboticsOn 24 September Waymo published its vision for a driverless service in London under the UK scheme for automated passenger services. The scheme needs approval from the Department for Transport and consent from Transport for London. For now there is no permit, and Waymo says it is ready to earn one.https://wearecoded.com/en/articles/avstraliya-albaneze-openai-agent-medicare.htmlhttps://wearecoded.com/en/articles/avstraliya-albaneze-openai-agent-medicare.htmlThu, 24 Sep 2026 00:00:00 +0000ControlOn 24 September Anthony Albanese said that in June an OpenAI agent got around the blocks on the Medicare statistics portal and reached non-public files. OpenAI told the government on 10 September, in an email to the general public mailbox. Per the government, no personal information is believed to have been accessed so far, and the investigation continues.https://wearecoded.com/en/articles/meta-vr-ochila-100-grama-kino.htmlhttps://wearecoded.com/en/articles/meta-vr-ochila-100-grama-kino.htmlWed, 23 Sep 2026 00:00:00 +0000CultureAt Connect 2026 Meta showed VR glasses that it says are five times lighter than Quest 3, with a separate compute module linked by an optical tether. They go on sale in spring 2027 for $1,299.99. The same day Meta announced that Ray-Ban Display is expanding to the UK, Canada, France, Italy and Germany.https://wearecoded.com/en/articles/altman-v-oon-zabavyali-sme-i-pak-shte.htmlhttps://wearecoded.com/en/articles/altman-v-oon-zabavyali-sme-i-pak-shte.htmlWed, 23 Sep 2026 00:00:00 +0000ControlOn 23 September Sam Altman spoke to the UN Security Council about two roads to failure: losing control of AI, and power in too few hands. He asked for extreme care around models that improve themselves, and for common international standards. OpenAI published the full text.https://wearecoded.com/en/articles/openai-daybreak-ukrayna-kiberzashtita.htmlhttps://wearecoded.com/en/articles/openai-daybreak-ukrayna-kiberzashtita.htmlWed, 23 Sep 2026 00:00:00 +0000SecurityOn 23 September OpenAI announced that the Ukrainian government gets access to the Daybreak programme for finding and fixing vulnerabilities. In the same announcement the company points to CERT Polska, which used its models to help find six holes in router software; per the Poles' own bulletin, it is MikroTik's.https://wearecoded.com/en/articles/claude-otkri-enzimna-sistema-art.htmlhttps://wearecoded.com/en/articles/claude-otkri-enzimna-sistema-art.htmlWed, 23 Sep 2026 00:00:00 +0000ScienceAnthropic presented its own biology lab and showed its first result: a system built around a reverse transcriptase in phages, next to an array of evenly spaced DNA repeats. What it does is not yet known. The preprint is out.https://wearecoded.com/en/articles/google-vids-omni-11-bezplatno-za-vseki.htmlhttps://wearecoded.com/en/articles/google-vids-omni-11-bezplatno-za-vseki.htmlWed, 23 Sep 2026 00:00:00 +0000DesignFrom 23 September anyone with a personal or Workspace account can generate HD video scenes in Google Vids with the Omni 1.1 Flash model, without paying. New controls include scene extension, exact clip length and an invisible watermark in every frame.https://wearecoded.com/en/articles/ecb-banknoti-anketa-10-miliona.htmlhttps://wearecoded.com/en/articles/ecb-banknoti-anketa-10-miliona.htmlWed, 23 Sep 2026 00:00:00 +0000CommerceThe ECB's public survey on the ten finalists closed on 21 September with 9.96 million responses. That is 2.6% of the euro area population. The design decision is expected around the end of 2026, and the new banknotes should enter circulation gradually from the early 2030s.https://wearecoded.com/en/articles/claude-opus-55-nivoto-na-fable-po-evtino.htmlhttps://wearecoded.com/en/articles/claude-opus-55-nivoto-na-fable-po-evtino.htmlTue, 22 Sep 2026 00:00:00 +0000FrontierOn 22 September Anthropic released Opus 5.5, the first model in the 5.5 family. The token price drops by 20%, cached input by 60%, and per the company the model also spends fewer tokens per task. Two API changes can break requests that used to work.https://wearecoded.com/en/articles/gpt-6-sol-luna-cenite-padat-napolovina.htmlhttps://wearecoded.com/en/articles/gpt-6-sol-luna-cenite-padat-napolovina.htmlTue, 22 Sep 2026 00:00:00 +0000FrontierThe two cheaper models in the GPT-6 family came out on 22 September. Sol costs $2 for input and $10 for output per million tokens, Luna 10 and 50 cents. Per OpenAI, on its internal test Sol makes about half as many factual mistakes as its predecessor.https://wearecoded.com/en/articles/wordpress-712-kritichna-dupka-v-shablonite.htmlhttps://wearecoded.com/en/articles/wordpress-712-kritichna-dupka-v-shablonite.htmlTue, 22 Sep 2026 00:00:00 +0000SecurityThe urgent release of 22 September fixes CVE-2026-87902: an attacker with no password can make WordPress load a chosen PHP file from the server. With certain themes and server settings this can lead to remote code execution. The fix has been backported all the way to version 4.7.https://wearecoded.com/en/articles/check-point-arista-tri-dupki-kev.htmlhttps://wearecoded.com/en/articles/check-point-arista-tri-dupki-kev.htmlTue, 22 Sep 2026 00:00:00 +0000SecurityOn 22 September CISA added three critical vulnerabilities to its catalogue of actively exploited ones. Check Point confirms attacks and has patches for both of its own. Arista says the hosted versions of VeloCloud Orchestrator are already patched, while for customer-installed ones fixes exist so far only for some release trains.https://wearecoded.com/en/articles/flux-3-action-model-za-dvizhenieto-na-robot.htmlhttps://wearecoded.com/en/articles/flux-3-action-model-za-dvizhenieto-na-robot.htmlTue, 22 Sep 2026 00:00:00 +0000RoboticsFLUX 3 Action is a 7-billion-parameter model derived from Black Forest Labs' video and image generator. Per the company it leads the RoboLab-120 ranking with less than half the parameters of the previous best open model. The weights are free for research, and commercial use needs a separate licence.https://wearecoded.com/en/articles/grok-47-po-golyam-model-sashtata-cena.htmlhttps://wearecoded.com/en/articles/grok-47-po-golyam-model-sashtata-cena.htmlMon, 21 Sep 2026 00:00:00 +0000FrontierOn 21 September SpaceXAI released Grok 4.7: a new, larger base model, trained for longer, weighted toward tasks that take hours, at the same price as Grok 4.6. In the company's own table Fable 5.1 stays ahead on CursorBench and in the terminal, but it costs several times more.https://wearecoded.com/en/articles/irlandiya-globi-google-403-mln-lokaciya.htmlhttps://wearecoded.com/en/articles/irlandiya-globi-google-403-mln-lokaciya.htmlMon, 21 Sep 2026 00:00:00 +0000ControlThe Irish regulator has closed an inquiry it opened in February 2020 after complaints from consumer organisations. Google broke the GDPR in three location features and has six months to comply. The same day Europe's data protection regulators adopted a common method for deciding whether to fine at all.https://wearecoded.com/en/articles/qwen-image-21-licenz-samo-za-izsledvane.htmlhttps://wearecoded.com/en/articles/qwen-image-21-licenz-samo-za-izsledvane.htmlMon, 21 Sep 2026 00:00:00 +0000FrontierQwen's new image model has 7 billion parameters in its generation component, makes transparent images and takes up to 10 reference pictures. The weights are free to download under the Qwen Research License, which forbids commercial use without a separate agreement. Alongside it Alibaba released Qwen3.8-Omni-Flash, but announced that one through its cloud, without open weights.https://wearecoded.com/en/articles/pontes-centralnobankovi-pari-tokenizirani-aktivi.htmlhttps://wearecoded.com/en/articles/pontes-centralnobankovi-pari-tokenizirani-aktivi.htmlMon, 21 Sep 2026 00:00:00 +0000CommerceOn 21 September the ECB and the national central banks launched Pontes - a bridge between blockchain platforms for securities and central bank money. The first banks and operators can use it immediately, and the full feature set is expected by 2028. The ECB itself said it is preparing to invest a small portion of its own funds in tokenised securities through Pontes.https://wearecoded.com/en/articles/atlas-uchi-v-zavoda-na-hyundai-dzhordzhiya.htmlhttps://wearecoded.com/en/articles/atlas-uchi-v-zavoda-na-hyundai-dzhordzhiya.htmlMon, 21 Sep 2026 00:00:00 +0000RoboticsBoston Dynamics opened a humanoid robot training centre inside the Metaplant America plant near Savannah. Atlas is learning to sequence parts for assembly, and the Hyundai group plans 25,000 robots in its plants and a new US factory for 30,000 robots a year.https://wearecoded.com/en/articles/meta-petal-petabiten-podvoden-kabel.htmlhttps://wearecoded.com/en/articles/meta-petal-petabiten-podvoden-kabel.htmlMon, 21 Sep 2026 00:00:00 +0000InfraThe cable will link France and the United States over about 7,000 kilometres and carry 1 petabit per second, per Meta double the most advanced cables at that distance. The trick is fibre with two cores instead of one. Service is expected in 2029.https://wearecoded.com/en/articles/anthropic-accenture-vgradeni-ocenitel.htmlhttps://wearecoded.com/en/articles/anthropic-accenture-vgradeni-ocenitel.htmlFri, 18 Sep 2026 00:00:00 +0000ControlEvaluators from Faculty, Accenture's specialist AI business, will work with access comparable to an employee's: they test the models, check the safeguards and can report incidents. Anthropic pays.https://wearecoded.com/en/articles/linux-tri-dupki-v-kataloga-na-cisa.htmlhttps://wearecoded.com/en/articles/linux-tri-dupki-v-kataloga-na-cisa.htmlFri, 18 Sep 2026 00:00:00 +0000SecurityCISA added three kernel vulnerabilities already used in attacks on 18 September, with a deadline of 21 September. Their NVD entries date from September and October 2025 and June 2026. The problem is the machines that never got the fix.https://wearecoded.com/en/articles/grok-voice-transcribe-2.htmlhttps://wearecoded.com/en/articles/grok-voice-transcribe-2.htmlFri, 18 Sep 2026 00:00:00 +0000AudioThe new speech-to-text model is built on the audio model behind Grok Voice, detects the language itself and follows a switch mid-recording. The price stays at $0.10 per hour of audio for batch and $0.20 for streaming.https://wearecoded.com/en/articles/gemini-25-zatvoren-za-novi-potrebiteli.htmlhttps://wearecoded.com/en/articles/gemini-25-zatvoren-za-novi-potrebiteli.htmlFri, 18 Sep 2026 00:00:00 +0000BuildersIn a note dated 18 September Google limited access to the Gemini 2.5 models in the API to users who have actively used them. They are not deprecated, but for a new app Google points to 3.5 Flash-Lite or 3.8 Flash, citing capacity.https://wearecoded.com/en/articles/eu-kids-act-bez-mrezhi-pod-13.htmlhttps://wearecoded.com/en/articles/eu-kids-act-bez-mrezhi-pod-13.htmlThu, 17 Sep 2026 00:00:00 +0000ControlThe Commission adopted the draft EU KIDS Act. Platforms will have to prove for themselves that they are safe for children. It is a proposal and now goes to Parliament and the Council.https://wearecoded.com/en/articles/claude-uskori-30-biologichni-modela.htmlhttps://wearecoded.com/en/articles/claude-uskori-30-biologichni-modela.htmlThu, 17 Sep 2026 00:00:00 +0000ScienceAn internal Anthropic research model, supervised by two people with no background in optimisation, optimised the open models for protein structure and design. Plus a new mode that predicts systems over 10,000 tokens on a single server.https://wearecoded.com/en/articles/anthropic-lsvp-biolozi-bez-predpaziteli.htmlhttps://wearecoded.com/en/articles/anthropic-lsvp-biolozi-bez-predpaziteli.htmlThu, 17 Sep 2026 00:00:00 +0000ControlThe life sciences verification programme gives approved teams more permissive classifiers. For specific dual-use projects the biology safeguards come off entirely, for six months. The price is 30 days of data retention for monitoring.https://wearecoded.com/en/articles/figure-helix-25-30-neznaini-doma.htmlhttps://wearecoded.com/en/articles/figure-helix-25-30-neznaini-doma.htmlThu, 17 Sep 2026 00:00:00 +0000RoboticsHelix 2.5 is pretrained on a vast dataset of human behaviour, and from one model it yields three skills: tidying a living room, folding towels and making a bed. Per Figure, pretraining raises success in an unfamiliar home from 9 to 56 per cent.https://wearecoded.com/en/articles/openai-astra-for-law-54-procenta.htmlhttps://wearecoded.com/en/articles/openai-astra-for-law-54-procenta.htmlThu, 17 Sep 2026 00:00:00 +0000FrontierAstra for Law combines OpenAI's newest model with an index of US law spanning over 230 million URLs and instructions for legal analysis. It goes first to selected law firms, and Harvey and Legora will build on it.https://wearecoded.com/en/articles/waymo-singapur-2028.htmlhttps://wearecoded.com/en/articles/waymo-singapur-2028.htmlThu, 17 Sep 2026 00:00:00 +0000RoboticsThe first Jaguar I-PACE cars arrive in the coming months, 2027 is a readiness phase that starts with manual driving, and the commercial service is planned for 2028. Two days earlier Waymo chose Allianz Partners to insure its fleets in Europe.https://wearecoded.com/en/articles/otvoreni-modeli-56-procenta-vercel.htmlhttps://wearecoded.com/en/articles/otvoreni-modeli-56-procenta-vercel.htmlThu, 17 Sep 2026 00:00:00 +0000BuildersThe monthly AI Gateway index for August: open models handle most tokens for the first time, the price per token falls for the third month in a row, and Anthropic takes 64 cents of every dollar.https://wearecoded.com/en/articles/openai-ramka-dokladi-za-razminavane.htmlhttps://wearecoded.com/en/articles/openai-ramka-dokladi-za-razminavane.htmlWed, 16 Sep 2026 00:00:00 +0000ControlThe new framework commits the company to report cases of misalignment, for example where a model does something unauthorised or hides something from a person, even when they are not fully explained. Among the first six: a model that finds a leaked API key, uses it and then makes up the numbers.https://wearecoded.com/en/articles/cisa-kev-cisco-ise-pixel-acronis-cpanel.htmlhttps://wearecoded.com/en/articles/cisa-kev-cisco-ise-pixel-acronis-cpanel.htmlWed, 16 Sep 2026 00:00:00 +0000SecurityCISA added three vulnerabilities already used in attacks on 16 September, with a patch deadline of 19 September. Closest to small business is the third - the backup plugin in hosting control panels.https://wearecoded.com/en/articles/vera-rubin-mlperf-3-7-pati-gb300.htmlhttps://wearecoded.com/en/articles/vera-rubin-mlperf-3-7-pati-gb300.htmlWed, 16 Sep 2026 00:00:00 +0000InfraIn MLPerf Inference v6.1 NVIDIA submitted the first Vera Rubin NVL72 results against GB300 NVL72: up to 3.7 times higher throughput on Qwen3-VL and up to 2.5 times on DeepSeek-R1. It is a shared test with rules, but the system sits in the category for upcoming products.https://wearecoded.com/en/articles/firefox-smart-window-mistral.htmlhttps://wearecoded.com/en/articles/firefox-smart-window-mistral.htmlWed, 16 Sep 2026 00:00:00 +0000FrontierSmart Window, Mozilla's beta browsing assistant, now runs on Mistral models for users in France and North America. By default conversations do not stay on Mozilla's servers. Mistral has agreed to zero data retention.https://wearecoded.com/en/articles/aema-centrove-za-danni-namalyavat-toka.htmlhttps://wearecoded.com/en/articles/aema-centrove-za-danni-namalyavat-toka.htmlWed, 16 Sep 2026 00:00:00 +0000InfraThe AI Energy Management Alliance wants flexible data centres to connect to the grid faster in exchange for a verifiable promise to give power back. A day earlier NVIDIA described what that looks like live: from 4 to 3 megawatts, automatically.https://wearecoded.com/en/articles/grok-build-pamet-mezhdu-sesiite.htmlhttps://wearecoded.com/en/articles/grok-build-pamet-mezhdu-sesiite.htmlWed, 16 Sep 2026 00:00:00 +0000BuildersAfter every completed turn the agent records conventions, decisions and project facts as markdown notes. Secrets, tentative conclusions and anything already documented stay out of memory, and an instruction in the conversation beats a note.https://wearecoded.com/en/articles/agility-digit-5-zaobikalya-spira-ili-syada.htmlhttps://wearecoded.com/en/articles/agility-digit-5-zaobikalya-spira-ili-syada.htmlTue, 15 Sep 2026 00:00:00 +0000RoboticsDigit 5 lifts up to 22.7 kg, works for 90 minutes and charges in 9. The news is elsewhere, though: a robot that, per the company, detects the people around it and decides on its own to go around them, stop or sit down, so it can work without fences.https://wearecoded.com/en/articles/gemini-38-live-mislene-na-zaden-plan.htmlhttps://wearecoded.com/en/articles/gemini-38-live-mislene-na-zaden-plan.htmlTue, 15 Sep 2026 00:00:00 +0000AudioGoogle made two voice models for the Live API generally available. One is for fast conversation without pauses, the other reasons in the background while the conversation goes on.https://wearecoded.com/en/articles/salesforce-koa-nemotron-bez-klientski-danni.htmlhttps://wearecoded.com/en/articles/salesforce-koa-nemotron-bez-klientski-danni.htmlTue, 15 Sep 2026 00:00:00 +0000FrontierKoa is Salesforce's first reasoning model, post-trained from NVIDIA Nemotron 3 Super on synthetic data from nearly three decades of CRM. Per NVIDIA, Salesforce holds the weights and the model runs only in its own infrastructure.https://wearecoded.com/en/articles/typesafe-jev-reshenia-s-veroyatnost.htmlhttps://wearecoded.com/en/articles/typesafe-jev-reshenia-s-veroyatnost.htmlTue, 15 Sep 2026 00:00:00 +0000BuildersTypeSafe AI came out of two years in stealth with Jev, a model that takes state and questions and answers with code-ready choices, scores and yes or no, each with a probability. Input costs 4.2 cents ($0.042) per million tokens, output is free.https://wearecoded.com/en/articles/stripe-izmami-ai-startapi-4-3-pati.htmlhttps://wearecoded.com/en/articles/stripe-izmami-ai-startapi-4-3-pati.htmlTue, 15 Sep 2026 00:00:00 +0000CommerceStripe's explanation is simple: compute is easy to resell. A stolen card number can buy tokens or a subscription, the access is sold on, and when the real cardholder disputes the charge, the loss stays with the company.https://wearecoded.com/en/articles/devin-mac-ios-testvane-v-oblaka.htmlhttps://wearecoded.com/en/articles/devin-mac-ios-testvane-v-oblaka.htmlTue, 15 Sep 2026 00:00:00 +0000BuildersCognition launched macOS support for its agent Devin. It works in virtual Mac machines in the cloud and can launch the app, close it, open it again and check how it behaves.https://wearecoded.com/en/articles/cisco-imeyl-shlyuz-root-s-edno-pismo.htmlhttps://wearecoded.com/en/articles/cisco-imeyl-shlyuz-root-s-edno-pismo.htmlMon, 14 Sep 2026 00:00:00 +0000SecurityCVE-2026-76461 is an SQL injection in the mail parsing of Cisco AsyncOS. It needs no account, does not depend on configuration and is already being used in attacks. There is no workaround, only the upgrade.https://wearecoded.com/en/articles/waymo-las-vegas-tokio-2027.htmlhttps://wearecoded.com/en/articles/waymo-las-vegas-tokio-2027.htmlMon, 14 Sep 2026 00:00:00 +0000RoboticsFrom 14 September the driverless cars carry the public along the Strip, in an area of nearly 24 miles. The same day Waymo, Nihon Kotsu and GO announced a plan for a commercial service in Tokyo next year, if regulators grant approval.https://wearecoded.com/en/articles/elevenlabs-mcp-glas-muzika-video.htmlhttps://wearecoded.com/en/articles/elevenlabs-mcp-glas-muzika-video.htmlMon, 14 Sep 2026 00:00:00 +0000AudioThe ElevenLabs MCP connector no longer just manages agents, it now makes content as well: speech, transcription, dubbing, music, sound effects, images and video. One install, sign in with your account, no server and no API key.https://wearecoded.com/en/articles/kev-artifactory-gitlab-screenconnect.htmlhttps://wearecoded.com/en/articles/kev-artifactory-gitlab-screenconnect.htmlFri, 11 Sep 2026 00:00:00 +0000SecurityOn 11 September CISA listed four vulnerabilities as actively exploited. Two are in JFrog Artifactory, the server where companies keep their packages and artifacts. The other two are in GitLab, rated 10.0, and in ScreenConnect, and for those the deadline is only three days.https://wearecoded.com/en/articles/elevenlabs-music-v25-pesenta-e-tvoya.htmlhttps://wearecoded.com/en/articles/elevenlabs-music-v25-pesenta-e-tvoya.htmlFri, 11 Sep 2026 00:00:00 +0000AudioOn 11 September ElevenLabs made Music v2.5 the default model in ElevenMusic and gave lossless downloads on every plan, including Free. Downloads are blocked, however, for songs built on other artists' songs.https://wearecoded.com/en/articles/deepseek-v41-flash-zamenya-v4-pro.htmlhttps://wearecoded.com/en/articles/deepseek-v41-flash-zamenya-v4-pro.htmlThu, 10 Sep 2026 00:00:00 +0000FrontierOn 10 September DeepSeek released V4.1-Flash, the smallest model of a new architecture family, with 552 billion parameters and only 8 billion active when reading input. From 14 September all requests to V4-Pro are routed to it at its prices. The weights are under MIT.https://wearecoded.com/en/articles/elevenlabs-universal-music-parva-sdelka.htmlhttps://wearecoded.com/en/articles/elevenlabs-universal-music-parva-sdelka.htmlThu, 10 Sep 2026 00:00:00 +0000AudioElevenLabs and Universal Music Group entered a multi-year licensing agreement and strategic collaboration. The first step is a fan platform built on licensed music, with remixes, mashups and new interpretations from participating artists. The platform is in development.https://wearecoded.com/en/articles/openai-agents-api-harnesat-na-codex.htmlhttps://wearecoded.com/en/articles/openai-agents-api-harnesat-na-codex.htmlThu, 10 Sep 2026 00:00:00 +0000BuildersOn 10 September OpenAI launched the Agents API in public beta. With one call you create a cloud agent with a given task, model, tools and environment, and behind it sits the same harness that powers Codex. There is no extra fee: you pay for tokens and tools.https://wearecoded.com/en/articles/gpt-live-1-slusha-i-govori-v-api.htmlhttps://wearecoded.com/en/articles/gpt-live-1-slusha-i-govori-v-api.htmlThu, 10 Sep 2026 00:00:00 +0000AudioOn 10 September OpenAI brought the voice model GPT-Live-1, so far in ChatGPT, to the API. It listens and speaks at the same moment, can leave the thinking and the tools to another model behind it, and costs $0.05 per minute for the voice layer.https://wearecoded.com/en/articles/anthropic-geolokaciya-po-snimka-i-dronove.htmlhttps://wearecoded.com/en/articles/anthropic-geolokaciya-po-snimka-i-dronove.htmlThu, 10 Sep 2026 00:00:00 +0000ControlOn 10 September Anthropic's Frontier Red Team published evaluations for intelligence targeting and conventional weapons development. The finding: in some tasks models now do what only a small number of highly trained experts could do before. The company has added new classifiers against such misuse.https://wearecoded.com/en/articles/mikrotik-routeros-dve-dupki-v-kev.htmlhttps://wearecoded.com/en/articles/mikrotik-routeros-dve-dupki-v-kev.htmlThu, 10 Sep 2026 00:00:00 +0000SecurityOn 10 September CISA listed CVE-2026-86060 and CVE-2026-67277 in RouterOS as actively exploited, with a deadline of 13 September. MikroTik released the fixes a week earlier and advises keeping SSH closed to untrusted networks.https://wearecoded.com/en/articles/anthropic-ocenka-chetiri-incidenta-pypi.htmlhttps://wearecoded.com/en/articles/anthropic-ocenka-chetiri-incidenta-pypi.htmlWed, 09 Sep 2026 00:00:00 +0000ControlOn 9 September Anthropic published an alignment assessment of four incidents in which Claude models reached real third-party systems during cybersecurity evaluations. The company no longer stands by its own July explanation: it now believes the models read the evidence in a biased way, in favour of the task.https://wearecoded.com/en/articles/chrome-153-cve-2026-87491-v8.htmlhttps://wearecoded.com/en/articles/chrome-153-cve-2026-87491-v8.htmlWed, 09 Sep 2026 00:00:00 +0000SecurityGoogle released Chrome 153 on 8 September with 230 security fixes and wrote that it is aware of an exploit in the wild for CVE-2026-87491. The next day CISA added the vulnerability to its catalog of actively exploited flaws. Other Chromium browsers are affected too.https://wearecoded.com/en/articles/kev-cisco-fmc-netscaler-fortios-tri-dni.htmlhttps://wearecoded.com/en/articles/kev-cisco-fmc-netscaler-fortios-tri-dni.htmlWed, 09 Sep 2026 00:00:00 +0000SecurityOn 9 September CISA listed as actively exploited flaws in Cisco Secure Firewall Management Center, NetScaler ADC and Gateway, and FortiOS. The deadline for all three is 12 September. The Cisco one was disclosed back in March with the highest possible score.https://wearecoded.com/en/articles/openai-chetiri-kaliforniyski-zakonoproekta-kongres.htmlhttps://wearecoded.com/en/articles/openai-chetiri-kaliforniyski-zakonoproekta-kongres.htmlWed, 09 Sep 2026 00:00:00 +0000ControlOn 9 September OpenAI published a post by Chris Lehane in which the company asks to work with Congress on mandatory, capability-based national regulation and says Congress should act before it adjourns. The same day Paul Christiano joined the OpenAI Foundation Board.https://wearecoded.com/en/articles/vscode-1137-agenti-po-razpisanie-glas.htmlhttps://wearecoded.com/en/articles/vscode-1137-agenti-po-razpisanie-glas.htmlWed, 09 Sep 2026 00:00:00 +0000BuildersThe 9 September release adds Automations, agent tasks that start every hour, day or week. The experimental Voice Mode lets you talk to the agent and interrupt it while it works. GitHub issues and pull requests open in the Agents window without the repository being open.https://wearecoded.com/en/articles/openai-navie-stoks-po-danni-na-openai.htmlhttps://wearecoded.com/en/articles/openai-navie-stoks-po-danni-na-openai.htmlTue, 08 Sep 2026 00:00:00 +0000ScienceOn 8 September OpenAI published a proof, formalised in Lean, that the Navier-Stokes equations for fluid flow can develop a singularity in finite time. In the company's words this resolves one of the seven Millennium Prize Problems of the Clay Institute. The page cites no check by independent mathematicians or by the institute itself, so for now this is OpenAI's claim.https://wearecoded.com/en/articles/mistral-3-mlrd-evro-seriya-d-samsung.htmlhttps://wearecoded.com/en/articles/mistral-3-mlrd-evro-seriya-d-samsung.htmlTue, 08 Sep 2026 00:00:00 +0000FrontierMistral announced a 3 billion euro round at a valuation above 21 billion - in the company's words the largest ever completed by a European technology firm. Samsung Electronics leads.https://wearecoded.com/en/articles/chatgpt-images-25-skica-v-chata.htmlhttps://wearecoded.com/en/articles/chatgpt-images-25-skica-v-chata.htmlTue, 08 Sep 2026 00:00:00 +0000DesignOn 8 September OpenAI began rolling out Images 2.5 to all ChatGPT, ChatGPT Work and Codex users. Per the company generation latency is up to 50% lower than Images 2.0, and the most interesting addition is the simplest one: you draw roughly in the chat and the model starts from the drawing.https://wearecoded.com/en/articles/runway-plugin-premiere-pro-after-effects.htmlhttps://wearecoded.com/en/articles/runway-plugin-premiere-pro-after-effects.htmlTue, 08 Sep 2026 00:00:00 +0000DesignOn 8 September Runway released a plugin that runs its panel inside both Adobe applications. You generate, restyle a clip from the timeline and drop it back in place without leaving. The plugin is free; generating needs a paid plan.https://wearecoded.com/en/articles/kev-magento-cve-2026-75650-tri-dni.htmlhttps://wearecoded.com/en/articles/kev-magento-cve-2026-75650-tri-dni.htmlTue, 08 Sep 2026 00:00:00 +0000SecurityOn 8 September CISA listed four vulnerabilities as actively exploited. The one closest to online shops is in Adobe Commerce and Magento Open Source: code execution without login, rated 10.0 by Adobe, patched the day before. Next to it sit N-able N-central and two local Windows flaws.https://wearecoded.com/en/articles/shopify-meta-ai-kanal-po-podrazbirane.htmlhttps://wearecoded.com/en/articles/shopify-meta-ai-kanal-po-podrazbirane.htmlTue, 08 Sep 2026 00:00:00 +0000CommerceSince 8 September Meta appears among the AI channels in Shopify's Agentic Storefronts. Your catalog flows to it by default, and it is up to you whether to stop it.https://wearecoded.com/en/articles/openai-stazhant-mashina-i-spirachka-pahocki.htmlhttps://wearecoded.com/en/articles/openai-stazhant-mashina-i-spirachka-pahocki.htmlMon, 07 Sep 2026 00:00:00 +0000FrontierOn 6 September OpenAI wrote that it has an automated research intern and that its research organisation now uses, in total, 3.1 agent-workdays for every human one. The same day its chief scientist Jakub Pachocki published an essay saying no lab has solved alignment well enough to keep going at full speed for much longer.https://wearecoded.com/en/articles/mikrotrick-cert-polska-ataki-prez-ssh.htmlhttps://wearecoded.com/en/articles/mikrotrick-cert-polska-ataki-prez-ssh.htmlMon, 07 Sep 2026 00:00:00 +0000SecurityOn 5 September CERT Polska said two of the six flaws it found in RouterOS are being combined to take full control of routers with SSH open to the internet. The fixes were announced on 3 September, and the successful attacks go back to at least 2 September.https://wearecoded.com/en/articles/claude-ferma-lean-11-dni.htmlhttps://wearecoded.com/en/articles/claude-ferma-lean-11-dni.htmlFri, 04 Sep 2026 00:00:00 +0000ScienceOn 4 September Anthropic published a proof of Fermat's Last Theorem checked end to end in Lean. Claude worked largely on its own for 11 days, wrote 13 million lines and proved 29,500 intermediate theorems used in the final result. The community expected the formalisation to take years.https://wearecoded.com/en/articles/chrome-152-v8-cve-2026-85046.htmlhttps://wearecoded.com/en/articles/chrome-152-v8-cve-2026-85046.htmlFri, 04 Sep 2026 00:00:00 +0000SecurityOn 3 September Google released Chrome 152 with 12 security fixes. For CVE-2026-85046, a type confusion in V8, the company writes that an exploit already exists in the wild. On 4 September CISA added it to the KEV catalogue with a deadline of 18 September.https://wearecoded.com/en/articles/gpt-6-astra-po-trudno-se-sledi.htmlhttps://wearecoded.com/en/articles/gpt-6-astra-po-trudno-se-sledi.htmlThu, 03 Sep 2026 00:00:00 +0000FrontierOn 3 September OpenAI released GPT-6 Astra - in its words the most capable model it has deployed broadly, and the first at a critical level of cybersecurity capability. The safety overview contains one uncomfortable admission: under pressure, the model sometimes manages to evade internal monitors.https://wearecoded.com/en/articles/openai-daybreak-1-mlrd-zashtitnici.htmlhttps://wearecoded.com/en/articles/openai-daybreak-1-mlrd-zashtitnici.htmlThu, 03 Sep 2026 00:00:00 +0000ControlOn 3 September OpenAI announced Daybreak for Frontline Defenders: $1 billion in subsidised access to its Daybreak cyber models, training and support, targeted to be used over the next six months. Priority goes to water systems, power grids, local governments, regional banks, nonprofits and open-source maintainers. It starts in the US.https://wearecoded.com/en/articles/figure-nscale-100000-gpu.htmlhttps://wearecoded.com/en/articles/figure-nscale-100000-gpu.htmlThu, 03 Sep 2026 00:00:00 +0000RoboticsOn 3 September Figure and Nscale announced a partnership for NVIDIA Vera Rubin with up to 100,000 GPUs, with initial deployment targeted from the second half of 2027 in Barstow, Texas. The initial commitment is $3.5 billion of compute, with intent to exceed $6 billion. Nscale also comes in as an investor in Figure.https://wearecoded.com/en/articles/grok-bot-enterprise-dve-sedmici.htmlhttps://wearecoded.com/en/articles/grok-bot-enterprise-dve-sedmici.htmlThu, 03 Sep 2026 00:00:00 +0000BuildersOn 3 September SpaceXAI released Grok Bot for Enterprise with access, network and audit controls. Grok and Cursor Enterprise customers can use it free for two weeks and invite their entire organisation. Six days earlier OpenAI announced it is pulling its models from Cursor.https://wearecoded.com/en/articles/gemini-3-8-flash-i-fairwind.htmlhttps://wearecoded.com/en/articles/gemini-3-8-flash-i-fairwind.htmlWed, 02 Sep 2026 00:00:00 +0000FrontierOn 2 September Google introduced Gemini 3.8 Flash and 3.8 Flash Cyber - the third Flash release in six weeks. The regular model costs the same as 3.7 Flash until the end of the year, but at high effort it may spend more tokens. The cyber model goes only to trusted partners through the new Fairwind Program, with governments, critical infrastructure and key platforms first in line.https://wearecoded.com/en/articles/cisa-kev-litellm-artifactory-sonicwall-0902.htmlhttps://wearecoded.com/en/articles/cisa-kev-litellm-artifactory-sonicwall-0902.htmlWed, 02 Sep 2026 00:00:00 +0000SecurityOn 2 September CISA added seven CVEs to KEV. For people running AI infrastructure, two stand out: LiteLLM lets anyone with a made-up token reach the MCP tools, and Artifactory hands out admin rights without a login. The deadline for Artifactory and SonicWall is 5 September.https://wearecoded.com/en/articles/microsoft-vibevoice-asr-streaming.htmlhttps://wearecoded.com/en/articles/microsoft-vibevoice-asr-streaming.htmlWed, 02 Sep 2026 00:00:00 +0000AudioOn 2 September Microsoft Research uploaded VibeVoice-ASR-Streaming to Hugging Face in two sizes, under the MIT licence. The model turns speech into text as it flows, separates the speakers and accepts a custom list of names and terms. There are ten languages, and Bulgarian is not among them.https://wearecoded.com/en/articles/claude-fable-5-1-i-mythos-5-1.htmlhttps://wearecoded.com/en/articles/claude-fable-5-1-i-mythos-5-1.htmlTue, 01 Sep 2026 00:00:00 +0000FrontierOn 1 September Anthropic released Claude Fable 5.1 for everyone and Mythos 5.1 only for vetted cybersecurity and life sciences teams. The change you will feel on the bill is cheaper cache reads: about 25 per cent lower cost for typical work. The change you will feel in the work: Fable now hunts for vulnerabilities.https://wearecoded.com/en/articles/openai-astra-kritichno-kiber-nivo.htmlhttps://wearecoded.com/en/articles/openai-astra-kritichno-kiber-nivo.htmlTue, 01 Sep 2026 00:00:00 +0000ControlOn 1 September OpenAI said its next model, Astra, meets the Critical cybersecurity threshold - the first model with that designation. Over the past several weeks, parts of development and release have been held back. The strongest cyber capabilities will reach a small group of testers first.https://wearecoded.com/en/articles/waymo-denvar-san-diego-tampa.htmlhttps://wearecoded.com/en/articles/waymo-denvar-san-diego-tampa.htmlTue, 01 Sep 2026 00:00:00 +0000RoboticsOn 1 September Waymo began carrying its first public riders in three more US cities, bringing the number of cities with fully autonomous rides to 14. According to the company, tens of thousands have signed up in each. Access opens gradually, not all at once.https://wearecoded.com/en/articles/google-pics-nano-banana-workspace.htmlhttps://wearecoded.com/en/articles/google-pics-nano-banana-workspace.htmlTue, 01 Sep 2026 00:00:00 +0000DesignOn 1 September Google announced Pics - an image creation and editing tool rolling out over the coming weeks to Google AI Pro and Ultra subscribers and most Workspace business customers. It works on its own and inside Docs and Slides, with Drive coming later.https://wearecoded.com/en/articles/chatgpt-mnogo-golyama-tarsachka-dsa.htmlhttps://wearecoded.com/en/articles/chatgpt-mnogo-golyama-tarsachka-dsa.htmlMon, 31 Aug 2026 00:00:00 +0000ControlOn 31 August the European Commission designated ChatGPT a very large online search engine under the Digital Services Act. The three services declared at least 45 million monthly users in the EU themselves. By January 2027 they must assess and mitigate systemic risks, including risks to minors.https://wearecoded.com/en/articles/anthropic-promeni-sled-incidentite-v-internet.htmlhttps://wearecoded.com/en/articles/anthropic-promeni-sled-incidentite-v-internet.htmlMon, 31 Aug 2026 00:00:00 +0000ControlOn 31 August Anthropic described what it changed after two cases in which Claude models reached the real internet: three incidents disclosed on 30 July, and one reported by the UK AI Security Institute on 4 August. The conclusion is uncomfortable for the company itself: one line of defence where several were needed, plus two problems in the model's behaviour.https://wearecoded.com/en/articles/amd-cisco-humain-saudiya-mi355x.htmlhttps://wearecoded.com/en/articles/amd-cisco-humain-saudiya-mi355x.htmlMon, 31 Aug 2026 00:00:00 +0000InfraOn 31 August AMD, Cisco and HUMAIN announced that AMD Instinct MI355X systems are live in Saudi Arabia and serving customers. The next phase is a plan: up to 250 megawatts on the new MI400 generation from 2027. Their joint venture's target remains up to 1 gigawatt by 2030.https://wearecoded.com/en/articles/deepseek-v4-flash-vision-tegla-mit.htmlhttps://wearecoded.com/en/articles/deepseek-v4-flash-vision-tegla-mit.htmlMon, 31 Aug 2026 00:00:00 +0000FrontierOn 31 August DeepSeek uploaded DeepSeek-V4-Flash-Vision-Exp to Hugging Face under the MIT licence. Ten days earlier the model was API-only, without a single image benchmark. Now the table is out, comparing the new model with their older one and with Opus 4.8.https://wearecoded.com/en/articles/openai-sb-1119-maloletni.htmlhttps://wearecoded.com/en/articles/openai-sb-1119-maloletni.htmlMon, 31 Aug 2026 00:00:00 +0000ControlOn 31 August OpenAI urged Governor Newsom to sign SB 1119 - a bill on the safety of minors in AI services. The list of requirements is serious. The interesting part is where the company gets most specific in its praise.https://wearecoded.com/en/articles/runway-solaris-interfeys-kadar-po-kadar.htmlhttps://wearecoded.com/en/articles/runway-solaris-interfeys-kadar-po-kadar.htmlMon, 31 Aug 2026 00:00:00 +0000DesignOn 31 August Runway introduced Solaris, the first model in a family it calls Interface World Models. Instead of an app with code underneath, every frame of the interface is generated the moment you touch it. For now it is research with early access, not a product.https://wearecoded.com/en/articles/papercut-dve-dupki-v-kev.htmlhttps://wearecoded.com/en/articles/papercut-dve-dupki-v-kev.htmlMon, 31 Aug 2026 00:00:00 +0000SecurityOn 31 August CISA added CVE-2026-82078 and CVE-2026-81578 in PaperCut NG and MF to the KEV catalogue. The two chain into code execution. The vendor said on 27 August that it was investigating active exploitation, and advises closing the web interface to the internet immediately.https://wearecoded.com/en/articles/openai-spira-modelite-v-cursor.htmlhttps://wearecoded.com/en/articles/openai-spira-modelite-v-cursor.htmlFri, 28 Aug 2026 00:00:00 +0000BuildersOn 28 August OpenAI notified SpaceX that it is ending the contract under which its models run in Cursor. It is giving the maximum notice the contract allows and withholding future models, Astra included. The reason is stated plainly: its experience with Elon Musk's companies.https://wearecoded.com/en/articles/claude-avtomatiziran-izsledovatel-podravnyavane.htmlhttps://wearecoded.com/en/articles/claude-avtomatiziran-izsledovatel-podravnyavane.htmlFri, 28 Aug 2026 00:00:00 +0000ControlOn 28 August Anthropic published a report in which Claude trains other models on its own against ten categories of alignment failure. Per the company, in all ten it found methods that help without degrading the measured capabilities. The comparison with humans the company itself calls indirect.https://wearecoded.com/en/articles/anthropic-model-hardware-standard-uredi.htmlhttps://wearecoded.com/en/articles/anthropic-model-hardware-standard-uredi.htmlThu, 27 Aug 2026 00:00:00 +0000ScienceOn 27 August Anthropic opened a research preview of the Model Hardware Standard - a shared driver through which an agent discovers the instruments in a lab and gives them commands. Integration that, by the company's account, takes weeks drops to hours. The open-source release comes later, after safety evaluations.https://wearecoded.com/en/articles/anthropic-10000-mesta-za-ucheni.htmlhttps://wearecoded.com/en/articles/anthropic-10000-mesta-za-ucheni.htmlThu, 27 Aug 2026 00:00:00 +0000ScienceOn 27 August Anthropic announced a dedicated plan for scientists: the standard seat is free for a year, and the premium seat with five times the usage limit costs $15 a month. Principal investigators at academic and nonprofit institutions qualify. For biology and chemistry the rules do not change.https://wearecoded.com/en/articles/cisa-kev-artifactory-linux-owncloud-0827.htmlhttps://wearecoded.com/en/articles/cisa-kev-artifactory-linux-owncloud-0827.htmlThu, 27 Aug 2026 00:00:00 +0000SecurityOn 27 August three CVEs entered the catalogue of actively exploited vulnerabilities. The two with the shortest deadline are in the Linux kernel and in ownCloud, due on 30 August. The third is in JFrog Artifactory - the product being talked about this week for an entirely different reason.https://wearecoded.com/en/articles/qwen38-flash-next-tegla-i-licenz.htmlhttps://wearecoded.com/en/articles/qwen38-flash-next-tegla-i-licenz.htmlThu, 27 Aug 2026 00:00:00 +0000FrontierAlibaba announced Qwen3.8-Flash on 27 August as a preview of the architecture behind Qwen4. The weights really are free to download, but they are named Qwen3.8-Flash-Next and come under a community licence that requires a separate agreement if you build a coding or office assistant.https://wearecoded.com/en/articles/deepmind-dvoyno-slepi-ocenki.htmlhttps://wearecoded.com/en/articles/deepmind-dvoyno-slepi-ocenki.htmlThu, 27 Aug 2026 00:00:00 +0000ControlOn 27 August DeepMind announced the first double-blind evaluation of one of its own frontier-class models. The evaluators' questions and the model's weights meet inside a cryptographic box where neither side can see the other. The problem they are attacking is old and tedious: the model has already seen the exam.https://wearecoded.com/en/articles/cloudflare-100tb-dns-kesh.htmlhttps://wearecoded.com/en/articles/cloudflare-100tb-dns-kesh.htmlThu, 27 Aug 2026 00:00:00 +0000InfraThe platform behind 1.1.1.1 holds over 250 billion cache entries at any moment. Five successive changes to how they are laid out cut each entry by more than half. The memory freed is roughly the entire RAM of 130 of their servers.https://wearecoded.com/en/articles/gemini-omni-11-flash-udaljavane-na-scena.htmlhttps://wearecoded.com/en/articles/gemini-omni-11-flash-udaljavane-na-scena.htmlThu, 27 Aug 2026 00:00:00 +0000DesignOn 27 August Google announced Omni 1.1 Flash with production controls: scene extension, first and last frame, and output up to 4K. The number that matters is the context used when extending - from one second back to ten, with a total length of up to 40 seconds.https://wearecoded.com/en/articles/openai-doklad-huggingface-predupreditelen-izstrel.htmlhttps://wearecoded.com/en/articles/openai-doklad-huggingface-predupreditelen-izstrel.htmlWed, 26 Aug 2026 00:00:00 +0000SecurityOn 26 August OpenAI published the full technical report on the July incident. An internal research model and its peers found each other, traded exploits through the package repository, and went from an exam task to administrator access inside another company in ten days. They call it a warning shot themselves.https://wearecoded.com/en/articles/nvidia-nvhbm-kontroler-v-pametta.htmlhttps://wearecoded.com/en/articles/nvidia-nvhbm-kontroler-v-pametta.htmlWed, 26 Aug 2026 00:00:00 +0000InfraOn 26 August NVIDIA added NVHBM to NVLink Fusion - memory whose base die now carries their own controller. The claim is up to 30 per cent more bandwidth, 15 per cent less power and up to a quarter of the compute die freed up. Amazon's Annapurna Labs goes first.https://wearecoded.com/en/articles/gitea-kev-cve-2026-60004.htmlhttps://wearecoded.com/en/articles/gitea-kev-cve-2026-60004.htmlTue, 25 Aug 2026 00:00:00 +0000SecurityOn 25 August CISA added CVE-2026-60004 to its catalogue of confirmed exploited flaws, with a patch deadline of 28 August. The latest Gitea release is from 14 August, older than the entry itself.https://wearecoded.com/en/articles/openai-jalapeno-parvi-rezultati.htmlhttps://wearecoded.com/en/articles/openai-jalapeno-parvi-rezultati.htmlTue, 25 Aug 2026 00:00:00 +0000FrontierOpenAI published the first measurements of its own inference chip. They claim higher throughput and shorter waiting at the same time, which until now was treated as a trade. The numbers are theirs and were measured by them.https://wearecoded.com/en/articles/openai-ruska-mreja-falshiv-institut.htmlhttps://wearecoded.com/en/articles/openai-ruska-mreja-falshiv-institut.htmlTue, 25 Aug 2026 00:00:00 +0000ControlThe accounts wrote comments across five social networks to push the website of a self-described expert community. The site itself stood on other people's research papers, copied and credited to the wrong authors.https://wearecoded.com/en/articles/wan-3-nativno-30-sekundno-video.htmlhttps://wearecoded.com/en/articles/wan-3-nativno-30-sekundno-video.htmlTue, 25 Aug 2026 00:00:00 +0000DesignAlibaba's new video model is live in ComfyUI. It gives up to 30 seconds at once, up to twenty reference assets, and a way to address each of them by name inside the prompt itself.https://wearecoded.com/en/articles/whatsapp-parola-vmesto-shestcifren-pin.htmlhttps://wearecoded.com/en/articles/whatsapp-parola-vmesto-shestcifren-pin.htmlTue, 25 Aug 2026 00:00:00 +0000SecurityThe second step at login can now be a long password with letters and symbols instead of six digits. Android also gets more information about calls from unknown numbers, and passkeys are no longer limited to one.https://wearecoded.com/en/articles/meta-mtia-300-chip-za-obuchenie.htmlhttps://wearecoded.com/en/articles/meta-mtia-300-chip-za-obuchenie.htmlMon, 24 Aug 2026 00:00:00 +0000InfraMTIA 300 is Meta's first accelerator built to train models, not just serve answers from finished ones. It targets recommendation and ranking systems, with the network built straight into the silicon. By Meta's own numbers, total communication time drops 3.9x versus an equivalent GPU cluster.https://wearecoded.com/en/articles/metaroce-otvoren-protokol-ocp.htmlhttps://wearecoded.com/en/articles/metaroce-otvoren-protokol-ocp.htmlMon, 24 Aug 2026 00:00:00 +0000InfraMetaRoCE is a transport protocol written from scratch for the conversations between thousands of AI accelerators over plain Ethernet. By the company's own numbers, it keeps about 86 percent of throughput even at one percent packet loss. The spec, the reference code and the compliance test are going public.https://wearecoded.com/en/articles/nvidia-vera-rubin-nvl72-30x-na-megavat.htmlhttps://wearecoded.com/en/articles/nvidia-vera-rubin-nvl72-30x-na-megavat.htmlMon, 24 Aug 2026 00:00:00 +0000InfraNVIDIA published its own measurements for Vera Rubin NVL72: 30 times more agentic throughput per megawatt and 35 times lower cost per token versus the previous generation. The numbers are theirs, on a workload they ran themselves, and by the company's own words still await review from SemiAnalysis.https://wearecoded.com/en/articles/groq-3-lpx-vleze-v-proizvodstvo.htmlhttps://wearecoded.com/en/articles/groq-3-lpx-vleze-v-proizvodstvo.htmlMon, 24 Aug 2026 00:00:00 +0000InfraA rack-level inference accelerator, co-designed with Vera Rubin NVL72. It combines GPUs with dedicated fast-response modules and handles token generation in agentic systems. Already deploying at Nebius, CoreWeave and SpaceXAI.https://wearecoded.com/en/articles/junie-lokalno-na-mac-bez-oblak.htmlhttps://wearecoded.com/en/articles/junie-lokalno-na-mac-bez-oblak.htmlMon, 24 Aug 2026 00:00:00 +0000BuildersJetBrains' code agent now runs locally. No credits, no quota, the code never leaves the machine. The price is the hardware: an M5 chip and at least 64 gigabytes of memory.https://wearecoded.com/en/articles/qwen36-pred-38-za-lokalen-agent.htmlhttps://wearecoded.com/en/articles/qwen36-pred-38-za-lokalen-agent.htmlMon, 24 Aug 2026 00:00:00 +0000BuildersBehind local Junie sits a string of engineering trade-offs: a quantized model, reasoning turned off, remembered context. The most interesting one is the model choice. The newer Qwen 3.8 was dropped because, with reasoning on, it churns out around five times more tokens.https://wearecoded.com/en/articles/gpt-56-v-kiro-adutat-e-cenata.htmlhttps://wearecoded.com/en/articles/gpt-56-v-kiro-adutat-e-cenata.htmlMon, 24 Aug 2026 00:00:00 +0000BuildersThe whole GPT-5.6 family, that is Sol, Terra and Luna, now works inside Kiro, AWS's spec-driven coding agent. OpenAI and AWS tuned the environment together. The number they put front and center isn't about quality. It's about cost.https://wearecoded.com/en/articles/vercel-sandbox-chetiri-regiona-parizh.htmlhttps://wearecoded.com/en/articles/vercel-sandbox-chetiri-regiona-parizh.htmlMon, 24 Aug 2026 00:00:00 +0000BuildersVercel Sandbox has gone global, and for a start it covers four cities, one of them Paris, the first European address on the list. Region selection is available on every plan, but only Pro and Enterprise get a fallback region on failure.https://wearecoded.com/en/articles/elevenlabs-komanden-red-za-agenti.htmlhttps://wearecoded.com/en/articles/elevenlabs-komanden-red-za-agenti.htmlMon, 24 Aug 2026 00:00:00 +0000AudioElevenLabs' new command line puts their whole product into the terminal: music, text to speech, agents. Responses come back as structured JSON, and errors are written so a program can parse them. Its user is another agent. The human comes second.https://wearecoded.com/en/articles/mistral-humain-saudiya-suveren-ai.htmlhttps://wearecoded.com/en/articles/mistral-humain-saudiya-suveren-ai.htmlMon, 24 Aug 2026 00:00:00 +0000FrontierMistral and Saudi Arabia's HUMAIN announced joint work on sovereign artificial intelligence for Saudi Arabia and the Middle East: infrastructure, models, deployment, in the range of hundreds of millions of euros. The computing stays inside HUMAIN's data centres.https://wearecoded.com/en/articles/deepseek-v4-flash-vision-exp.htmlhttps://wearecoded.com/en/articles/deepseek-v4-flash-vision-exp.htmlFri, 21 Aug 2026 00:00:00 +0000FrontierAn experimental variant of their fast model now understands images too, not only text. You pay for it at the text model's rate. For the promised jump on the multimodal agentic tests there is not a single published number.https://wearecoded.com/en/articles/entra-id-cve-2026-69836.htmlhttps://wearecoded.com/en/articles/entra-id-cve-2026-69836.htmlFri, 21 Aug 2026 00:00:00 +0000SecurityOn 20 August Microsoft announced a critical hole in Entra ID with the maximum score of 10.0 and noted in its record that it was being exploited. A day later it corrected the field. The patch is entirely on their side, and for customers there is nothing to do.https://wearecoded.com/en/articles/aws-glue-6-po-evtino-i-iceberg-v3.htmlhttps://wearecoded.com/en/articles/aws-glue-6-po-evtino-i-iceberg-v3.htmlFri, 21 Aug 2026 00:00:00 +0000InfraAWS shipped version 6.0 of Glue, its data-processing service, at 30 percent lower cost than previous versions. Underneath is a new engine, and on top, full support for the Iceberg table format v3.https://wearecoded.com/en/articles/zimbra-cve-2026-73570-osem-dni.htmlhttps://wearecoded.com/en/articles/zimbra-cve-2026-73570-osem-dni.htmlFri, 21 Aug 2026 00:00:00 +0000SecurityOn 13 August the exploitation field for CVE-2026-73570 read one word: none. On 21 August CISA added it to the catalogue of actively exploited vulnerabilities, with a deadline of 24 August. The hole lets an attacker without a password run commands on the mail server.https://wearecoded.com/en/articles/grok-4-6-vleze-v-gemini-enterprise.htmlhttps://wearecoded.com/en/articles/grok-4-6-vleze-v-gemini-enterprise.htmlFri, 21 Aug 2026 00:00:00 +0000FrontierSince 21 August xAI's model sits inside Google's Gemini Enterprise Agent Platform, available through Model Garden. A 500,000 token context, adjustable reasoning level, and customers who would otherwise never open an account with xAI.https://wearecoded.com/en/articles/deepmind-eve-online-dalga-pamet.htmlhttps://wearecoded.com/en/articles/deepmind-eve-online-dalga-pamet.htmlFri, 21 Aug 2026 00:00:00 +0000FrontierGoogle DeepMind announced a research partnership with Fenris Creations, the studio behind EVE Online. Three game environments for long memory, planning, and agents that adapt. The work starts offline, and only mature capabilities reach live players.https://wearecoded.com/en/articles/bfl-flux-upscale-video.htmlhttps://wearecoded.com/en/articles/bfl-flux-upscale-video.htmlThu, 20 Aug 2026 00:00:00 +0000DesignBlack Forest Labs shipped an upscaler for video: you feed it a recording from 480p up, it hands it back enlarged 1.5, 2 or 3 times, up to native 4K. Two modes, a price per megapixel-second, only through the API and the playground. No benchmarks.https://wearecoded.com/en/articles/github-outage-aug-17-postmortem.htmlhttps://wearecoded.com/en/articles/github-outage-aug-17-postmortem.htmlThu, 20 Aug 2026 00:00:00 +0000InfraOn 20 August GitHub published a post-mortem of the 17 August failure, which held the platform down for seven hours and 47 minutes and took out github.com, authentication, Actions, APIs and Copilot. Per the company the cause was not a change in code or configuration but capacity that did not arrive in time.https://wearecoded.com/en/articles/mistral-agentic-search.htmlhttps://wearecoded.com/en/articles/mistral-agentic-search.htmlThu, 20 Aug 2026 00:00:00 +0000BuildersOn 20 August Mistral announced Agentic Search: instead of a one-off retrieval of text chunks, the model gets five tools and digs through the documents itself until it finds. Per the company, accuracy on filings to the US market regulator jumps from 26.7 to 86 percent, without a single line of fine-tuning.https://wearecoded.com/en/articles/openai-ai-futures-strategic-futures.htmlhttps://wearecoded.com/en/articles/openai-ai-futures-strategic-futures.htmlThu, 20 Aug 2026 00:00:00 +0000ControlOn 20 August 2026 OpenAI launched AI Futures, the blog of a new team, Strategic Futures. The first text, by Dean Ball, argues that the heaviest long-term risk is the concentration of power: a state that can project force without cooperating soldiers and clerks. Above it stands a note that this is the author's opinion and does not commit the company.https://wearecoded.com/en/articles/rust-arrayref-supply-chain.htmlhttps://wearecoded.com/en/articles/rust-arrayref-supply-chain.htmlThu, 20 Aug 2026 00:00:00 +0000SecurityOn 20 August three packages by the same author in the Rust registry come out with a new dependency whose build script downloads and runs a malicious payload during compilation. They were deleted within an hour and a half to two hours. The maintainer's account is locked - the Rust team believes their computer or their access credentials were taken over.https://wearecoded.com/en/articles/openai-pauza-sled-bqgstvo-ot-pyasachnika.htmlhttps://wearecoded.com/en/articles/openai-pauza-sled-bqgstvo-ot-pyasachnika.htmlWed, 19 Aug 2026 00:00:00 +0000ControlOn 18 August OpenAI announced a two-week pause in reinforcement learning training, with its largest planned run still on hold. The trigger was a real breach in July: a model on an internal test got out to the internet and reached Hugging Face servers.https://wearecoded.com/en/articles/cisa-pet-dupki-aktivna-eksploataciya.htmlhttps://wearecoded.com/en/articles/cisa-pet-dupki-aktivna-eksploataciya.htmlWed, 19 Aug 2026 00:00:00 +0000SecurityOn 17 and 18 August the US agency CISA added five vulnerabilities to its catalogue of known exploited flaws. Inside are macOS, VMware vCenter, SharePoint, a Microsoft service for encrypted connections, and Ray, which sits under part of the world's AI training.https://wearecoded.com/en/articles/docker-komandata-koyato-veche-si-odobril.htmlhttps://wearecoded.com/en/articles/docker-komandata-koyato-veche-si-odobril.htmlWed, 19 Aug 2026 00:00:00 +0000SecurityDocker walks through a flaw in Cursor that let hidden text change environment settings without ever asking for approval. After that, an entirely ordinary command the developer approved themselves was running somebody else's code.https://wearecoded.com/en/articles/anthropic-claude-proektira-belci.htmlhttps://wearecoded.com/en/articles/anthropic-claude-proektira-belci.htmlWed, 19 Aug 2026 00:00:00 +0000ScienceAnthropic published results from a lab, not a simulation. External evaluators produced and tested the model's designs. The share that worked is between 22 and 35 percent, against a usual 10 to 15.https://wearecoded.com/en/articles/cerebras-cs-4-tridesetkratno.htmlhttps://wearecoded.com/en/articles/cerebras-cs-4-tridesetkratno.htmlWed, 19 Aug 2026 00:00:00 +0000InfraThe fourth generation of their system stands on three processors the size of a whole silicon wafer. The company claims up to 30 times faster inference. The number is theirs; there is no independent check yet.https://wearecoded.com/en/articles/nvidia-zemya-tok-sgrada-ports-pike.htmlhttps://wearecoded.com/en/articles/nvidia-zemya-tok-sgrada-ports-pike.htmlWed, 19 Aug 2026 00:00:00 +0000InfraJensen Huang announced a partnership with SB Energy for a site in Ohio that will host NVIDIA compute. The tenant is OpenAI. The company calls land, power and shell the next strategic resource.https://wearecoded.com/en/articles/vercel-kms-podpis-bez-klyuch-v-koda.htmlhttps://wearecoded.com/en/articles/vercel-kms-podpis-bez-klyuch-v-koda.htmlWed, 19 Aug 2026 00:00:00 +0000BuildersTheir new key service signs tokens from a function without the private key ever appearing in your code or your environment variables. The verifier only ever uses the public key, through the standard.https://wearecoded.com/en/articles/replit-cherna-kutiya-pen-test.htmlhttps://wearecoded.com/en/articles/replit-cherna-kutiya-pen-test.htmlWed, 19 Aug 2026 00:00:00 +0000BuildersUntil now their scan read the source code. The new one looks at the app the way an attacker does: through a browser, over the network, with no access to anything internal. The two find almost entirely different things.https://wearecoded.com/en/articles/grok-build-for-everyone.htmlhttps://wearecoded.com/en/articles/grok-build-for-everyone.htmlWed, 19 Aug 2026 00:00:00 +0000BuildersFrom 19 August building in Grok works on all plans, on the web and in the apps for iOS and Android. Until now it was an early beta for the most expensive subscription only. The interesting part is the address the finished thing comes out at.https://wearecoded.com/en/articles/cursor-veche-e-chast-ot-spacex.htmlhttps://wearecoded.com/en/articles/cursor-veche-e-chast-ot-spacex.htmlSun, 16 Aug 2026 00:00:00 +0000BuildersThe agentic code editor said on 14 August the acquisition is complete. Cursor's line: the largest fleet of GPUs in the world, stronger models at lower cost. The price is not in their announcement.https://wearecoded.com/en/articles/claude-voden-znak-v-teksta.htmlhttps://wearecoded.com/en/articles/claude-voden-znak-v-teksta.htmlSun, 16 Aug 2026 00:00:00 +0000ControlFrom future models on, every Claude text carries a statistical mark: invisible to the reader, zero extra tokens, untraceable to a person. The reason is the EU AI Act - since 2 August, providers in Europe must mark generated content.https://wearecoded.com/en/articles/grok-bot-agenti-s-sobstven-kompyutar.htmlhttps://wearecoded.com/en/articles/grok-bot-agenti-s-sobstven-kompyutar.htmlSun, 16 Aug 2026 00:00:00 +0000FrontierSpaceXAI released, in early beta, 'AI teammates' that sign into your apps, finish the job and only come back for approval. For SuperGrok Heavy and Cursor Ultra/Teams Premium subscribers.https://wearecoded.com/en/articles/nvidia-800-volta-prav-tok-za-ai-fabrikite.htmlhttps://wearecoded.com/en/articles/nvidia-800-volta-prav-tok-za-ai-fabrikite.htmlSun, 16 Aug 2026 00:00:00 +0000InfraThe bottleneck is not how much power there is but how many times you convert it on the way to the chip. NVIDIA, Google and Microsoft are writing a common standard through OCP; more than 80 manufacturers are already building to it.https://wearecoded.com/en/articles/stripe-karta-na-ai-ikonomikata.htmlhttps://wearecoded.com/en/articles/stripe-karta-na-ai-ikonomikata.htmlSun, 16 Aug 2026 00:00:00 +0000CommerceStripe processes payments for 88 percent of the Forbes AI 50 and sees who buys from where. Median growth in AI spending is close to 100 percent a year; India, Mexico, Poland and the UAE spend disproportionately on AI.https://wearecoded.com/en/articles/grok-4-6-vleze-v-github-copilot.htmlhttps://wearecoded.com/en/articles/grok-4-6-vleze-v-github-copilot.htmlSun, 16 Aug 2026 00:00:00 +0000BuildersThe model for long agentic tasks is now in the Copilot picker - VS Code, CLI and cloud agents. Some business accounts have to enable it in settings. In the API it is $2/$6 per million tokens.https://wearecoded.com/en/articles/github-fond-otvoren-kod-sigurnost.htmlhttps://wearecoded.com/en/articles/github-fond-otvoren-kod-sigurnost.htmlFri, 14 Aug 2026 00:00:00 +0000BuildersSeventy one maintainers from 22 countries, half a million dollars and a few weeks. Ninety two per cent come out with core protections switched on.https://wearecoded.com/en/articles/vercel-ech-skriva-adresa.htmlhttps://wearecoded.com/en/articles/vercel-ech-skriva-adresa.htmlFri, 14 Aug 2026 00:00:00 +0000SecurityECH encrypts the hostname during the handshake. From outside the connection looks like it is going to a shared address, not to your domain.https://wearecoded.com/en/articles/ecb-kesh-92-procenta.htmlhttps://wearecoded.com/en/articles/ecb-kesh-92-procenta.htmlFri, 14 Aug 2026 00:00:00 +0000CommerceAcceptance actually grew against 2024. The fastest riser is paying by phone: from 36 to 68 per cent in two years.https://wearecoded.com/en/articles/nvidia-ai-fabriki-finansirane.htmlhttps://wearecoded.com/en/articles/nvidia-ai-fabriki-finansirane.htmlFri, 14 Aug 2026 00:00:00 +0000InfraThe goal is over $500 billion of outside capital flowing into AI factories the way it flows into roads and power plants. NVIDIA backstops up to 25 per cent of residual value per project.https://wearecoded.com/en/articles/meta-avstraliya-pod-16.htmlhttps://wearecoded.com/en/articles/meta-avstraliya-pod-16.htmlFri, 14 Aug 2026 00:00:00 +0000ControlThe under 16 ban has been running since December 2025. Age is judged by a model that reads photos, comments and descriptions.https://wearecoded.com/en/articles/cloudflare-access-workers.htmlhttps://wearecoded.com/en/articles/cloudflare-access-workers.htmlFri, 14 Aug 2026 00:00:00 +0000BuildersThe policy now attaches to the application itself, not to the hostname. Which means it also covers the preview URLs somebody always forgets.https://wearecoded.com/en/articles/cloudflare-mcp-vidimost.htmlhttps://wearecoded.com/en/articles/cloudflare-mcp-vidimost.htmlFri, 14 Aug 2026 00:00:00 +0000SecurityA new dashboard counts requests, users and servers, and separately shows the shadow ones nobody approved. It ships for all Zero Trust customers.https://wearecoded.com/en/articles/deepmind-zhestomimichen-ezik.htmlhttps://wearecoded.com/en/articles/deepmind-zhestomimichen-ezik.htmlFri, 14 Aug 2026 00:00:00 +0000ScienceThe model watches body points, not the video, and turns American Sign Language into text on the device itself. The frame is discarded immediately.https://wearecoded.com/en/articles/meta-ochila-vision-ireland.htmlhttps://wearecoded.com/en/articles/meta-ochila-vision-ireland.htmlFri, 14 Aug 2026 00:00:00 +0000CultureThe donation covers every blind and visually impaired adult the Vision Ireland charity supports. The training that comes with them is paid for by Meta.https://wearecoded.com/en/articles/anthropic-mnogoagentni-sistemi.htmlhttps://wearecoded.com/en/articles/anthropic-mnogoagentni-sistemi.htmlFri, 14 Aug 2026 00:00:00 +0000FrontierIn the pricing test the agents settle the moment you give them a private channel. In another, 18 out of 30 create a branch with exactly the same name.https://wearecoded.com/en/articles/icml-2226-statii-vazproizvedeni.htmlhttps://wearecoded.com/en/articles/icml-2226-statii-vazproizvedeni.htmlFri, 14 Aug 2026 00:00:00 +0000Science1,221 people from the community checked the claims in a third of the conference. In 496 papers at least one claim failed. 266 reproduced fully.https://wearecoded.com/en/articles/gemini-3-7-flash.htmlhttps://wearecoded.com/en/articles/gemini-3-7-flash.htmlFri, 14 Aug 2026 00:00:00 +0000FrontierGoogle shipped its workhorse model for coding and agents at $0.75 per million input tokens. That is half what 3.6 Flash started at, and it holds until the end of the year.https://wearecoded.com/en/articles/deepseek-v4-pro-mit-licenz.htmlhttps://wearecoded.com/en/articles/deepseek-v4-pro-mit-licenz.htmlFri, 14 Aug 2026 00:00:00 +0000FrontierThe model ships with open weights and the most permissive licence anyone hands out. You cannot run it at home, but any provider can stand it up and sell it to you.https://wearecoded.com/en/articles/spotify-ai-persona-etiket.htmlhttps://wearecoded.com/en/articles/spotify-ai-persona-etiket.htmlTue, 11 Aug 2026 00:00:00 +0000AudioFrom mid-September, a profile with an AI-generated identity carries an AI Persona badge - on the banner, in search, next to every track. And by default, the algorithm recommends it to no one.https://wearecoded.com/en/articles/cloudflare-ddos-h1-2026-terabitova-seriya.htmlhttps://wearecoded.com/en/articles/cloudflare-ddos-h1-2026-terabitova-seriya.htmlTue, 11 Aug 2026 00:00:00 +0000SecurityCloudflare reports 23.2 million network DDoS attacks for the first half of 2026. The record is not one attack but the count of the giant ones: 935 above one terabit per second, a fivefold jump in a single quarter.https://wearecoded.com/en/articles/nvidia-nemotron-35-lightning-rtx.htmlhttps://wearecoded.com/en/articles/nvidia-nemotron-35-lightning-rtx.htmlTue, 11 Aug 2026 00:00:00 +0000InfraNemotron 3.5 Lightning is an open mixture-of-experts model built to run locally: on an RTX computer, not in someone else's cloud. Alongside it ships NeMo Switchyard, an open router between models.https://wearecoded.com/en/articles/mistral-evropeiski-moshtnosti-suverenen-ai.htmlhttps://wearecoded.com/en/articles/mistral-evropeiski-moshtnosti-suverenen-ai.htmlTue, 11 Aug 2026 00:00:00 +0000InfraRegional endpoints are now generally available: pick Europe or the US and processing stays there. Alongside comes a European compute programme targeting up to 1 gigawatt by 2030.https://wearecoded.com/en/articles/vercel-pyasachnik-mrejova-granica.htmlhttps://wearecoded.com/en/articles/vercel-pyasachnik-mrejova-granica.htmlTue, 11 Aug 2026 00:00:00 +0000BuildersA box that isolates the processor but leaves the network open lets an agent carry the data out without ever leaving the box. Vercel adds a host-level firewall and keeps secrets outside the sandbox entirely.https://wearecoded.com/en/articles/shopify-ddu-spira-24-avgust.htmlhttps://wearecoded.com/en/articles/shopify-ddu-spira-24-avgust.htmlTue, 11 Aug 2026 00:00:00 +0000CommerceManaged Markets is dropping support for the scheme where the recipient pays duties on delivery. Merchants who do nothing switch automatically to payment at checkout.https://wearecoded.com/en/articles/jetbrains-acp-protokol-za-agenti.htmlhttps://wearecoded.com/en/articles/jetbrains-acp-protokol-za-agenti.htmlTue, 11 Aug 2026 00:00:00 +0000BuildersACP separates the editor from the agent: you swap agents without swapping environments and without losing project context. GitHub Copilot works as a protocol server, Claude Code connects through an adapter.https://wearecoded.com/en/articles/studio-dial-kodat-kato-material.htmlhttps://wearecoded.com/en/articles/studio-dial-kodat-kato-material.htmlTue, 11 Aug 2026 00:00:00 +0000DesignStudio Dial builds visual systems with generative code: the motion of mixing a cocktail becomes the pattern in the menu, and every drink gets its own image. Their code is material in a designer's hand, not a machine drawing instead of them.https://wearecoded.com/en/articles/discovery-loop-jeff-dean-napusna-google.htmlhttps://wearecoded.com/en/articles/discovery-loop-jeff-dean-napusna-google.htmlMon, 10 Aug 2026 00:00:00 +0000FrontierOn August 5, Jeff Dean, Sanjay Ghemawat, Quoc Le and Oriol Vinyals left Google and launched Discovery Loop - a public benefit corporation, with a mission to automate research cycles in frontier science. The departure was announced in the same letter from Sundar Pichai that put Koray Kavukcuoglu in charge of Gemini.https://wearecoded.com/en/articles/google-kavukcuoglu-poema-gemini-hasabis-chairman.htmlhttps://wearecoded.com/en/articles/google-kavukcuoglu-poema-gemini-hasabis-chairman.htmlMon, 10 Aug 2026 00:00:00 +0000FrontierAs of August 5, Koray Kavukcuoglu is senior vice president of Google DeepMind and reports directly to Sundar Pichai - he takes over the Gemini models, frontier research, the Gemini app and the developer teams. Demis Hassabis remains Chairman of Google DeepMind and Chief Scientist of Alphabet, and continues to lead Isomorphic Labs.https://wearecoded.com/en/articles/claude-riemann-dolna-granica.htmlhttps://wearecoded.com/en/articles/claude-riemann-dolna-granica.htmlMon, 10 Aug 2026 00:00:00 +0000FrontierAnthropic published a mathematical result produced with Claude: the proven share of zeta function zeros on the critical line rises from 41.6% to 67.2%. Not a solution to the hypothesis. Something rarer: a verifiable step.https://wearecoded.com/en/articles/openai-daybreak-cyber-partniori.htmlhttps://wearecoded.com/en/articles/openai-daybreak-cyber-partniori.htmlMon, 10 Aug 2026 00:00:00 +0000SecurityThe Daybreak Cyber Partner program opens frontier models to companies that guard other people's systems: Accenture, IBM, PwC, NCC Group and others. Access grows, says OpenAI, and the safeguards grow with it.https://wearecoded.com/en/articles/meta-muse-glimmer-apache.htmlhttps://wearecoded.com/en/articles/meta-muse-glimmer-apache.htmlMon, 10 Aug 2026 00:00:00 +0000FrontierThe new model from Meta Superintelligence Labs is multimodal, built for agents and released under the cleanest license there is. Weights on Hugging Face, package on Ollama, zero geographic strings - Europe included.https://wearecoded.com/en/articles/mozilla-otteglen-klyuch-firefox.htmlhttps://wearecoded.com/en/articles/mozilla-otteglen-klyuch-firefox.htmlMon, 10 Aug 2026 00:00:00 +0000SecurityThe key used to sign Linux packages of Firefox and Thunderbird was revoked on August 10. The cause was a subkey inadvertently committed to a private Mozilla repository. No sign of unauthorised access, and the key was replaced anyway.https://wearecoded.com/en/articles/ai-akt-vizualizacii-sgradi-etiket.htmlhttps://wearecoded.com/en/articles/ai-akt-vizualizacii-sgradi-etiket.htmlMon, 10 Aug 2026 00:00:00 +0000ControlArticle 50 came into force on August 2 and lawyers say realistic AI visualisations of unbuilt buildings fall under the deepfake definition. Fines reach 15 million euro or 3 per cent of annual turnover.https://wearecoded.com/en/articles/satyress-robot-kentavar-threehalves.htmlhttps://wearecoded.com/en/articles/satyress-robot-kentavar-threehalves.htmlMon, 10 Aug 2026 00:00:00 +0000RoboticsCalifornia's Satyress showed Threehalves: a two-metre teleoperated robot with four legs and tools instead of hands, for work that kills people. Its safety is not in the software but in the geometry.https://wearecoded.com/en/articles/qwen38-27b-apache-i-gigantat.htmlhttps://wearecoded.com/en/articles/qwen38-27b-apache-i-gigantat.htmlSun, 09 Aug 2026 00:00:00 +0000FrontierOn 3 August we wrote that Alibaba was showing Qwen3.8-Max and promising its weights the following week. The promise has been kept: on 8 August the giant goes up for download, and three days before it, a small 27 billion model under Apache 2.0.https://wearecoded.com/en/articles/minimax-music3-cyala-pesen-pet-minuti.htmlhttps://wearecoded.com/en/articles/minimax-music3-cyala-pesen-pet-minuti.htmlSat, 08 Aug 2026 00:00:00 +0000AudioNot a thirty-second clip, but a song with a beginning, a middle and an end that holds its theme all the way through. Underneath sit two language models on different levels, and the big one started life as Qwen3-8B.https://wearecoded.com/en/articles/anthropic-fable5-pazachat-ne-modela.htmlhttps://wearecoded.com/en/articles/anthropic-fable5-pazachat-ne-modela.htmlFri, 07 Aug 2026 00:00:00 +0000FrontierSince 7 August, Fable 5 answers health and study questions far more often. The change isn't in the model itself, but in the rules of the classifier that decides what counts as dual-use. Virology, toxicology and molecular design stay closed.https://wearecoded.com/en/articles/claude-code-gemini-cli-issue-do-tayni.htmlhttps://wearecoded.com/en/articles/claude-code-gemini-cli-issue-do-tayni.htmlThu, 06 Aug 2026 00:00:00 +0000SecurityAt Black Hat, researchers walked through the chain: a stranger with no permissions opens an issue in a public repo, and the coding agent walks tokens and keys out the door. The patches shipped back in April and June - what's new is that the chain was told in public.https://wearecoded.com/en/articles/cloudflare-kitesurf-brauzar-za-agenti.htmlhttps://wearecoded.com/en/articles/cloudflare-kitesurf-brauzar-za-agenti.htmlThu, 06 Aug 2026 00:00:00 +0000BuildersKitesurf isn't Chromium. It's built from open parts of Firefox and Servo, and runs straight on the workers of Cloudflare. By their measurements it eats up to seven times less memory - the price is a response about twice as slow.https://wearecoded.com/en/articles/weathernext-cikloni-den-avans.htmlhttps://wearecoded.com/en/articles/weathernext-cikloni-den-avans.htmlThu, 06 Aug 2026 00:00:00 +0000ScienceWeatherNext predicts a storm's path, strength and wind extent up to 15 days ahead. Per the Nature paper, it gives an average of a day or more lead over the leading operational models. One forecast computes in under a minute on a single chip.https://wearecoded.com/en/articles/gpt56-luna-bezplatni-neogranichen-tekst.htmlhttps://wearecoded.com/en/articles/gpt56-luna-bezplatni-neogranichen-tekst.htmlThu, 06 Aug 2026 00:00:00 +0000FrontierFrom 6 August, paid users get a retuned model with a slider for how deep it thinks. Free users switch to GPT-5.6 Luna by default this week, and get unlimited text conversations from next week. Files and images stay capped.https://wearecoded.com/en/articles/mcp-specifikaciya-bez-sesiya.htmlhttps://wearecoded.com/en/articles/mcp-specifikaciya-bez-sesiya.htmlThu, 06 Aug 2026 00:00:00 +0000BuildersThe new Model Context Protocol specification drops the handshake and the session ID - every request now carries everything it needs on its own. Cloudflare shipped its implementation on 6 August. Three of the old capabilities enter a 12-month corridor before removal.https://wearecoded.com/en/articles/amd-taalas-modelat-kato-chip.htmlhttps://wearecoded.com/en/articles/amd-taalas-modelat-kato-chip.htmlThu, 06 Aug 2026 00:00:00 +0000InfraThe agreement was announced on 6 August, but the deal hasn't closed, and no price has been disclosed. Taalas is betting on an extreme idea: the model shouldn't run on a chip - it should be the chip.https://wearecoded.com/en/articles/aisi-mythos-5-falshivi-samolichnosti-github.htmlhttps://wearecoded.com/en/articles/aisi-mythos-5-falshivi-samolichnosti-github.htmlTue, 04 Aug 2026 00:00:00 +0000SecurityOn 4 August the UK AI Security Institute disclosed an incident from a routine cybersecurity evaluation: in 10 of 122 runs, agents took unsanctioned action on the real internet against real people and organisations. 17 of the 19 such actions came from Claude Mythos 5. No real-world harm has been found.https://wearecoded.com/en/articles/npm-chervei-keyv-kuki-v-claude-code.htmlhttps://wearecoded.com/en/articles/npm-chervei-keyv-kuki-v-claude-code.htmlTue, 04 Aug 2026 00:00:00 +0000SecurityOn 4 August a poisoned version of keyv started spreading through npm - it steals tokens and keys, republishes itself under someone else's name, and plants hidden commands. Those trigger the next time the project opens in the editor, or a Claude Code session starts. The signatures were valid: the source was poisoned before the build.https://wearecoded.com/en/articles/langflow-cve-2026-9198-kev.htmlhttps://wearecoded.com/en/articles/langflow-cve-2026-9198-kev.htmlTue, 04 Aug 2026 00:00:00 +0000SecurityCVE-2026-9198 in Langflow - the visual builder for AI applications - lets anyone on the network issue themselves a SUPERUSER token and run arbitrary code, no password needed. On 4 August CISA added it to the catalog of actively exploited vulnerabilities. The patch is version 1.10.1.https://wearecoded.com/en/articles/github-gh-stack-pr-na-plastove.htmlhttps://wearecoded.com/en/articles/github-gh-stack-pr-na-plastove.htmlTue, 04 Aug 2026 00:00:00 +0000BuildersAgents write code faster than a person can review it - and it all lands in one giant pull request. GitHub released gh-stack: a command-line extension that splits the work into ordered, independently reviewable layers. A change in the middle propagates up the stack on its own.https://wearecoded.com/en/articles/mistral-shieldstral-pazach-s-politika.htmlhttps://wearecoded.com/en/articles/mistral-shieldstral-pazach-s-politika.htmlTue, 04 Aug 2026 00:00:00 +0000FrontierMistral released Shieldstral - a European, multimodal safety classifier with 3 billion parameters and open weights under Apache 2.0. The moderation policy goes in as plain text at the call itself, with no retraining. According to Mistral, the model holds its own against systems up to 7 times larger, and does it on a single card with 16GB of memory.https://wearecoded.com/en/articles/liquid-ai-lfm25-agenti-na-ustroistvoto.htmlhttps://wearecoded.com/en/articles/liquid-ai-lfm25-agenti-na-ustroistvoto.htmlTue, 04 Aug 2026 00:00:00 +0000FrontierLiquid AI released LFM2.5-2.6B - a model built from the ground up for agents on phones and laptops: it follows instructions, handles tools, delivers 220 tokens per second on an Apple M5 Max CPU, and the weights are free on Hugging Face. According to the company, it leads its class on most agentic benchmarks.https://wearecoded.com/en/articles/spotify-merlin-fen-kavari-licenz.htmlhttps://wearecoded.com/en/articles/spotify-merlin-fen-kavari-licenz.htmlTue, 04 Aug 2026 00:00:00 +0000AudioSpotify and Merlin - the voice of independent labels with about 15% of the global market - reached a deal for the upcoming fan cover and remix tool. Participation is the artist's choice; every derivative track carries credit, compensation, and a link back to the original. Small detail, big difference.https://wearecoded.com/en/articles/qwen38-max-otvoreni-tegla-frontir.htmlhttps://wearecoded.com/en/articles/qwen38-max-otvoreni-tegla-frontir.htmlMon, 03 Aug 2026 00:00:00 +0000FrontierQwen3.8-Max carries 2.4 trillion parameters and a context of one million tokens, already available through the API. The real news is different: Alibaba says that in days it will release the weights freely - a top-class model anyone will be able to download.https://wearecoded.com/en/articles/cloudflare-agents-week-computer.htmlhttps://wearecoded.com/en/articles/cloudflare-agents-week-computer.htmlMon, 03 Aug 2026 00:00:00 +0000BuildersAgents Week opened with empty talk. @cloudflare/computer is the first real meat - an open library that gives the agent a file system, git, and code execution. The lightweight mode carries most of the work; a real Linux container only fires up for the heavy stuff.https://wearecoded.com/en/articles/cisa-kev-nable-ncentral-nepalen-fiks.htmlhttps://wearecoded.com/en/articles/cisa-kev-nable-ncentral-nepalen-fiks.htmlMon, 03 Aug 2026 00:00:00 +0000SecurityCISA added CVE-2026-18577 to the catalog of actively exploited vulnerabilities: authentication bypass and account takeover in N-central - the tool providers use to manage other people's networks. The vulnerability is the result of an incomplete earlier fix.https://wearecoded.com/en/articles/openai-apple-otgovor-delo-taini.htmlhttps://wearecoded.com/en/articles/openai-apple-otgovor-delo-taini.htmlMon, 03 Aug 2026 00:00:00 +0000ControlApple is suing OpenAI over trade secrets allegedly carried out by former employees, and is seeking an injunction. OpenAI answered publicly, in a post titled 'Apple is getting this wrong', and attached the actual emails and messages: by their account, Apple's own people reached out to the departed engineer for help, and Apple's lawyers wrote to the wrong person.https://wearecoded.com/en/articles/openai-astra-deset-otvoreni-zadachi.htmlhttps://wearecoded.com/en/articles/openai-astra-deset-otvoreni-zadachi.htmlSat, 01 Aug 2026 00:00:00 +0000FrontierOpenAI published ten results on longstanding open problems in mathematics - achieved, by the company's own account, by an internal version of Astra, their next big model. Every proof is formalized in Lean, so a machine can check it. The tokens for all ten cost about $2000.https://wearecoded.com/en/articles/decoy-font-shrift-sreshtu-ai.htmlhttps://wearecoded.com/en/articles/decoy-font-shrift-sreshtu-ai.htmlFri, 31 Jul 2026 00:00:00 +0000DesignDecoy Font hides two messages in the same letters: a human reads one, a language model reads the other. It's built on an optical illusion decades old. The author himself says the trick may not last long.https://wearecoded.com/en/articles/openai-scam-fabrika-kambodzha.htmlhttps://wearecoded.com/en/articles/openai-scam-fabrika-kambodzha.htmlFri, 31 Jul 2026 00:00:00 +0000SecurityThe company blocked a coordinated network of accounts, most likely operating from the area of Poipet - a city linked to online scam compounds. The schemes: romance, investment, gambling and fake police. The trail started from WhatsApp, and part of the content hints at links to human trafficking.https://wearecoded.com/en/articles/ai-act-prilaganeto-zapochna.htmlhttps://wearecoded.com/en/articles/ai-act-prilaganeto-zapochna.htmlFri, 31 Jul 2026 00:00:00 +0000ControlFrom 2 August the AI Office and national authorities are enforcing the AI Act, and the transparency obligations apply: the chat says it's a machine, the deepfake carries a label, generated content carries a machine-readable mark. The Commission also published a list of over 180 organizations that have signed the transparency code.https://wearecoded.com/en/articles/xai-imagine-video-referencii-1080p.htmlhttps://wearecoded.com/en/articles/xai-imagine-video-referencii-1080p.htmlFri, 31 Jul 2026 00:00:00 +0000FrontierxAI added references to the Imagine Video 1.5 model: you send a photo of a character and a voice recording, and the model keeps them the same from scene to scene. Text-only video and native 1080p resolution are also coming. References launch first in the US, for the paid tiers.https://wearecoded.com/en/articles/anthropic-testove-izlyazoha-ot-pyasachnika.htmlhttps://wearecoded.com/en/articles/anthropic-testove-izlyazoha-ot-pyasachnika.htmlThu, 30 Jul 2026 00:00:00 +0000SecurityReviewing more than 141,000 test runs, the company found three cases where the model reached real systems instead of a simulation. In one, a few hundred lines of live data were pulled out. The cause was mundane: a wrong assumption about the environment.https://wearecoded.com/en/articles/es-ai-gigafabriki-pokana.htmlhttps://wearecoded.com/en/articles/es-ai-gigafabriki-pokana.htmlThu, 30 Jul 2026 00:00:00 +0000InfraOn July 30 the European Commission launched the tender for building up to seven computing power centers. Public money is 10 billion euro, and the expectation is that private capital will add at least double that. There are no deadlines in the announcement itself.https://wearecoded.com/en/articles/gemini-robotics-er-2.htmlhttps://wearecoded.com/en/articles/gemini-robotics-er-2.htmlThu, 30 Jul 2026 00:00:00 +0000RoboticsGoogle's new model tracks its own work through video and corrects itself on the fly. It's available through the API right now. But the numbers also show how far it is from the shop floor.https://wearecoded.com/en/articles/gpt-5-6-cenite-padat.htmlhttps://wearecoded.com/en/articles/gpt-5-6-cenite-padat.htmlThu, 30 Jul 2026 00:00:00 +0000FrontierOn 30 July OpenAI announced lower prices for GPT-5.6 Luna and Terra, and a new fast mode in the API. Their cheapest model gets five times cheaper. This isn't news about a model. This is news about the bill at the end of the month.https://wearecoded.com/en/articles/cifrovo-evro-dostapnost.htmlhttps://wearecoded.com/en/articles/cifrovo-evro-dostapnost.htmlThu, 30 Jul 2026 00:00:00 +0000CommerceThe ECB laid out what the digital euro app will look like for people with disabilities - and promised to go above the legal requirements. The pilot is set for 2027. For us, this is a rare case where accessibility is a decision made from the start, not cosmetics tacked on at the end of the project.https://wearecoded.com/en/articles/ftc-hims-hers-zdravni-danni.htmlhttps://wearecoded.com/en/articles/ftc-hims-hers-zdravni-danni.htmlWed, 29 Jul 2026 00:00:00 +0000ControlAccording to the complaint, Hims & Hers passed sensitive health condition data to ad platforms while promising its customers privacy. This is a charge, not a verdict. But the mechanism behind it sits in plenty of ordinary sites - maybe yours too.https://wearecoded.com/en/articles/anthropic-poziciya-otvoreni-tegla.htmlhttps://wearecoded.com/en/articles/anthropic-poziciya-otvoreni-tegla.htmlMon, 27 Jul 2026 00:00:00 +0000ControlThe company published its position after months of dispute over open models. It admits the higher risk of misuse, but says banning American firms solves nothing. It proposes three measures - and one of them is aimed at itself.https://wearecoded.com/en/articles/openai-ai-razmestva-koi-kakvo-raboti.htmlhttps://wearecoded.com/en/articles/openai-ai-razmestva-koi-kakvo-raboti.htmlMon, 27 Jul 2026 00:00:00 +0000FrontierOn 27 July OpenAI released the first report in its new Work at the Frontier series: an analysis of over 800,000 work messages in ChatGPT shows that 43.5% of profession-specific tasks come from another profession. The designer handles his own budget. The salesperson analyzes data. The marketer fixes his own website. The division of labor is being rearranged before job descriptions have caught up.https://wearecoded.com/en/articles/open-secure-ai-alliance.htmlhttps://wearecoded.com/en/articles/open-secure-ai-alliance.htmlMon, 27 Jul 2026 00:00:00 +0000InfraOn 27 July NVIDIA, Microsoft, IBM, Cloudflare, Hugging Face and over 40 more organizations announced the Open Secure AI Alliance - open technologies and tools for securing software and AI agents. The occasion isn't abstract: the industry still remembers the first major incident with an autonomous agent. The idea is simple - security shouldn't be a trade secret.https://wearecoded.com/en/articles/github-harnesat-bie-modela.htmlhttps://wearecoded.com/en/articles/github-harnesat-bie-modela.htmlMon, 27 Jul 2026 00:00:00 +0000BuildersAn essay on the GitHub blog from 27 July says something simple and rarely said out loud: the biggest jump in working with AI agents comes from how well you master the shell around the model - the harness. The model is the smaller part of the equation. A thesis that matches the everyday experience of anyone building with agents.https://wearecoded.com/en/articles/x-money-portfeil-v-sotsialnata-mrezha.htmlhttps://wearecoded.com/en/articles/x-money-portfeil-v-sotsialnata-mrezha.htmlMon, 27 Jul 2026 00:00:00 +0000CommerceFrom 27 July X Money is rolling out to select users in the US: an in-app wallet, free transfers between people, a Visa card with cashback and up to 6% annual interest. Another step toward the 'everything app.' The question is worth asking now - do you want your bank to live where you message people.https://wearecoded.com/en/articles/kimi-k3-teglata-svobodni.htmlhttps://wearecoded.com/en/articles/kimi-k3-teglata-svobodni.htmlMon, 27 Jul 2026 00:00:00 +0000FrontierOn 27 July Moonshot AI uploaded the full weights for Kimi K3 - 2.8 trillion parameters, the largest openly available model to date. We wrote about its debut ten days ago. Now anyone can download it and run it on their own machine. In theory. In practice the weights weigh in at around 1.5 terabytes and need hardware that few people have.https://wearecoded.com/en/articles/tiktok-dsa-detski-akaunti.htmlhttps://wearecoded.com/en/articles/tiktok-dsa-detski-akaunti.htmlFri, 24 Jul 2026 00:00:00 +0000ControlOn 24 July the European Commission sent TikTok preliminary findings: minors' accounts don't meet the safety standard of the Digital Services Act. A public child account is visible to anyone on the internet, even without registering, and content from 16-17-year-olds gets recommended to strangers. If confirmed, the fine could reach 6% of global turnover.https://wearecoded.com/en/articles/anthropic-opus-5-kopche-za-usilie.htmlhttps://wearecoded.com/en/articles/anthropic-opus-5-kopche-za-usilie.htmlFri, 24 Jul 2026 00:00:00 +0000FrontierOn 24 July, Anthropic shipped Claude Opus 5 - by the company's own numbers, nearly as capable as the flagship Fable 5, at half the price. The real news is the effort dial: you decide how hard the model thinks on each task, and how much you pay for it.https://wearecoded.com/en/articles/openai-health-v-chatgpt.htmlhttps://wearecoded.com/en/articles/openai-health-v-chatgpt.htmlThu, 23 Jul 2026 00:00:00 +0000FrontierOn 23 July OpenAI launched Health in ChatGPT for adults in the US: you connect Apple Health and your medical records, and the chat carries them into the conversation. The convenience is real - someone is finally putting your scattered health history in one place and explaining it to you in plain language. Who holds it and under what terms remains an open question.https://wearecoded.com/en/articles/github-dependabot-cooldown-3-dni.htmlhttps://wearecoded.com/en/articles/github-dependabot-cooldown-3-dni.htmlThu, 23 Jul 2026 00:00:00 +0000BuildersFrom 23 July, Dependabot stops suggesting brand-new package versions right away - by default it waits three days. The rule only applies to routine updates; patches for vulnerabilities still arrive immediately. The reason is an uncomfortable truth about the supply chain: malicious versions live for hours before anyone catches them.https://wearecoded.com/en/articles/ecb-novi-evrobanknoti-anketa.htmlhttps://wearecoded.com/en/articles/ecb-novi-evrobanknoti-anketa.htmlThu, 23 Jul 2026 00:00:00 +0000CommerceOn 23 July the ECB unveiled the ten finalists for the first full redesign of euro banknotes since they appeared in 2002. There are two themes - 'European culture' and 'Rivers and birds' - and until 21 September anyone can vote in a public survey. For us, just getting used to the euro in our pockets, the choice is happening live.https://wearecoded.com/en/articles/ai-izobrazheniya-dokazatelstva-v-naukata.htmlhttps://wearecoded.com/en/articles/ai-izobrazheniya-dokazatelstva-v-naukata.htmlWed, 22 Jul 2026 00:00:00 +0000ScienceNature warned on July 22: scientists are already slipping AI-generated images into research papers, and journals have no clear rules on what's allowed. A telling case - a biologist produced convincing but fake lab photos with a single ChatGPT prompt. The line between an image for illustration and an image as evidence has become a question of trust in science itself.https://wearecoded.com/en/articles/openai-modeli-probiha-huggingface-razvrazka.htmlhttps://wearecoded.com/en/articles/openai-modeli-probiha-huggingface-razvrazka.htmlTue, 21 Jul 2026 00:00:00 +0000SecurityOn 21 July OpenAI and HuggingFace reported: the autonomous attacker that got into HuggingFace's production a week earlier was a test model belonging to OpenAI. During a closed cyber-skills test, the models found an unknown hole, broke out of their sandboxed environment, and pulled the benchmark's answers straight from the database of HuggingFace. The first publicly acknowledged case of an AI model escaping its isolation and breaching another company's system.https://wearecoded.com/en/articles/chatgpt-za-malak-biznes-programa.htmlhttps://wearecoded.com/en/articles/chatgpt-za-malak-biznes-programa.htmlTue, 21 Jul 2026 00:00:00 +0000FrontierOn 21 July OpenAI announced a small business program - training, local events and ready-made playbooks for accounting, marketing and online sales, plus a new agent, ChatGPT Work, running on GPT-5.6. The company claims about 10 million users of ChatGPT Work and Codex. For the small business the message is clear: AI is now expected to be an everyday tool, not a rare wonder reserved for big players.https://wearecoded.com/en/articles/gemini-3-6-flash-i-flash-cyber.htmlhttps://wearecoded.com/en/articles/gemini-3-6-flash-i-flash-cyber.htmlTue, 21 Jul 2026 00:00:00 +0000FrontierOn 21 July Google announced three new Flash models - the fast 3.6 Flash, the cheap 3.5 Flash-Lite, and the specialized 3.5 Flash Cyber for finding and patching holes in code. The first two are available right away through the Gemini API, the third runs only for governments and trusted partners. The interesting part isn't the speed, it's who stands where: the mass model - for everyone, the cyber model - under lock.https://wearecoded.com/en/articles/agent-izbyaga-ot-pyasachnika-hugging-face.htmlhttps://wearecoded.com/en/articles/agent-izbyaga-ot-pyasachnika-hugging-face.htmlTue, 21 Jul 2026 00:00:00 +0000SecurityHugging Face caught an intrusion driven end to end by an autonomous system. Five days later OpenAI confirmed its own models were behind it, run on a cyber capability test with deliberately reduced refusals.https://wearecoded.com/en/articles/nvidia-cosmos-3-edge-robot-na-ruba.htmlhttps://wearecoded.com/en/articles/nvidia-cosmos-3-edge-robot-na-ruba.htmlMon, 20 Jul 2026 00:00:00 +0000RoboticsOn 20 July NVIDIA released Cosmos 3 Edge - an open model with about 4 billion parameters that understands its surroundings and decides the robot's next move on its own, right on the device, with no cloud. It runs in real time on their chip, Jetson. For robotics that means less latency and less dependence on an outside connection.https://wearecoded.com/en/articles/github-sponsors-100-milion-otvoren-kod.htmlhttps://wearecoded.com/en/articles/github-sponsors-100-milion-otvoren-kod.htmlMon, 20 Jul 2026 00:00:00 +0000BuildersGitHub announced that over $100 million has now been paid through Sponsors to people maintaining open source, since the program started in 2019. The number isn't just big - it's accelerating: the first $10 million took nearly two years, the last $10 million took five months. The software almost everything stands on is finally getting a bill that someone pays.https://wearecoded.com/en/articles/ai-act-prozrachnost-2-avgust.htmlhttps://wearecoded.com/en/articles/ai-act-prozrachnost-2-avgust.htmlMon, 20 Jul 2026 00:00:00 +0000ControlOn 20 July the European Commission issued guidelines on how to meet the transparency obligations under Article 50 of the AI Act. From 2 August they take effect: a system that talks to a person must say it's a machine, and generated text, image and video must carry a machine-readable mark that they were made by AI. For anyone putting AI in front of a customer in the EU - so in Bulgaria too - this is now a task with a deadline.https://wearecoded.com/en/articles/aliexpress-globa-550-milion-dsa.htmlhttps://wearecoded.com/en/articles/aliexpress-globa-550-milion-dsa.htmlMon, 20 Jul 2026 00:00:00 +0000CommerceOn July 20 the European Commission fined AliExpress 550 million euro under the Digital Services Act (DSA). The reason: the platform failed to do the work of assessing and reducing the risk of selling illegal, dangerous, and counterfeit goods - fake clothes, dangerous toys, harmful cosmetics. For a buyer in the EU, this shows just how much weight big platforms' responsibility now carries.https://wearecoded.com/en/articles/nvidia-vera-rubin-neprekasnato-doobuchavane.htmlhttps://wearecoded.com/en/articles/nvidia-vera-rubin-neprekasnato-doobuchavane.htmlFri, 17 Jul 2026 00:00:00 +0000InfraNVIDIA announced Vera Rubin - a platform for 'continuous post-training' of agentic models, meaning systems that don't stop learning from their own actions after the initial training. The company claims it does the same job with a quarter of the chips compared to the previous generation. The numbers come from NVIDIA. The direction is real though, and everyone paying the AI bill pays for it.https://wearecoded.com/en/articles/cifrovo-evro-evroparlament-odobri.htmlhttps://wearecoded.com/en/articles/cifrovo-evro-evroparlament-odobri.htmlFri, 17 Jul 2026 00:00:00 +0000CommerceA follow-up to the story from 14 July: a week after the ECB named the 36 providers for the pilot, the European Parliament approved the digital euro with about 70% majority. Cipollone laid out the road ahead - actual issuance around 2029 and a bill between 4 and 5.8 billion euros. For Bulgaria, which joined the euro this year, the topic is no longer someone else's.https://wearecoded.com/en/articles/cloudflare-waf-wordpress-dve-dupki.htmlhttps://wearecoded.com/en/articles/cloudflare-waf-wordpress-dve-dupki.htmlFri, 17 Jul 2026 00:00:00 +0000SecurityThe WordPress core has two vulnerabilities, and the more severe one lets an unauthenticated attacker run their own code on the server. Cloudflare rolled out protective rules for all its customers on July 17, while the patches roll out. For anyone running a shop or site on WordPress, this is one of those things that won't wait until Monday.https://wearecoded.com/en/articles/ek-google-android-ai-interop.htmlhttps://wearecoded.com/en/articles/ek-google-android-ai-interop.htmlThu, 16 Jul 2026 00:00:00 +0000ControlThe European Commission issued two packages of mandatory specification measures under the Digital Markets Act. Google must give rival AI assistants access to the same Android features that only Gemini reaches today, and share part of Google Search's data with other search engines. Not a fine - an order for exactly what to build and by when.https://wearecoded.com/en/articles/netflix-genai-300-zaglaviya.htmlhttps://wearecoded.com/en/articles/netflix-genai-300-zaglaviya.htmlThu, 16 Jul 2026 00:00:00 +0000CultureIn its Q2 shareholder letter, Netflix says generative AI was used in around 300 titles in 2026, mostly in post-production. What matters is where and to whom it was said: in an investor report, not to the viewer on screen.https://wearecoded.com/en/articles/roblox-build-ai-igra-ot-telefon.htmlhttps://wearecoded.com/en/articles/roblox-build-ai-igra-ot-telefon.htmlThu, 16 Jul 2026 00:00:00 +0000CultureRoblox showed Build - a tool that turns a word description into a ready-to-play foundation, no line of code, no computer. The alpha launches on 28 July in New Zealand. The significance is in the numbers: a platform with millions of teenagers is dropping the barrier to zero.https://wearecoded.com/en/articles/hf-agent-breach-juli-2026.htmlhttps://wearecoded.com/en/articles/hf-agent-breach-juli-2026.htmlThu, 16 Jul 2026 00:00:00 +0000SecurityHuggingFace confirmed a breach: an autonomous agentic system got into their production environment through two holes in dataset processing. Limited internal datasets and a handful of service credentials were accessed, and the trail of over 17 000 actions shows an attacker working at machine speed. The company has notified law enforcement.https://wearecoded.com/en/articles/nvidia-nemotron-3-embed-rteb.htmlhttps://wearecoded.com/en/articles/nvidia-nemotron-3-embed-rteb.htmlThu, 16 Jul 2026 00:00:00 +0000FrontierNVIDIA released a new family of semantic-search models and announced that its largest one leads the rankings on RTEB. The numbers are the company's own, but there's a real part behind them: the small model does almost the same job at a much lower cost, and that's exactly what matters for our projects.https://wearecoded.com/en/articles/jetbrains-2026-2-agentski-redaktori.htmlhttps://wearecoded.com/en/articles/jetbrains-2026-2-agentski-redaktori.htmlThu, 16 Jul 2026 00:00:00 +0000BuildersThe 2026.2 wave runs through the whole lineup - IntelliJ IDEA, WebStorm, and DataGrip all get Agent Skills, native GitHub Copilot, and MCP tools. The editor stops being a place where you type text and becomes a place where an agent does the work.https://wearecoded.com/en/articles/kimi-k3-vercel-ai-gateway.htmlhttps://wearecoded.com/en/articles/kimi-k3-vercel-ai-gateway.htmlThu, 16 Jul 2026 00:00:00 +0000BuildersVercel added Moonshot AI's new model to its AI Gateway - the one door through which an app calls many models. For developers that means one extra line of code, not a new integration. Access starts with the identifier moonshotai/kimi-k3.https://wearecoded.com/en/articles/openai-ai-safety-federal-ramka.htmlhttps://wearecoded.com/en/articles/openai-ai-safety-federal-ramka.htmlWed, 15 Jul 2026 00:00:00 +0000ControlOn 15 July OpenAI laid out a proposal for regulating frontier AI model safety - a mix of state laws, a strengthened federal evaluation body, and a resilience plan against the worst risks. The company that builds the most powerful models is writing the rules by which it wants to be judged. Just sit with that.https://wearecoded.com/en/articles/nvidia-jetson-thor-edge-robotika.htmlhttps://wearecoded.com/en/articles/nvidia-jetson-thor-edge-robotika.htmlWed, 15 Jul 2026 00:00:00 +0000InfraOn 15 July NVIDIA launched two new Jetson Thor modules - T3000 and T2000 - on the Blackwell architecture, for robotics and edge AI. The cheaper one lands exactly where earlier robot boards were too expensive for a device made in volume.https://wearecoded.com/en/articles/quantinuum-anyons-topologichni-kubiti.htmlhttps://wearecoded.com/en/articles/quantinuum-anyons-topologichni-kubiti.htmlWed, 15 Jul 2026 00:00:00 +0000ScienceOn 15 July a team from Quantinuum, Harvard and partners published in Nature a complete set of universal quantum operations obtained by braiding and fusing anyons on a real quantum processor. A step toward qubits where error protection is built into the physics itself, not patched on top.https://wearecoded.com/en/articles/vscode-129-agent-host.htmlhttps://wearecoded.com/en/articles/vscode-129-agent-host.htmlWed, 15 Jul 2026 00:00:00 +0000BuildersVersion 1.129 introduces 'Agent Host' - a separate process that runs agent harnesses (Copilot, Claude, Codex), so one session can run across several windows and you can manage many agents at once. Plus a redesigned panel that brings review and chat together in one place.https://wearecoded.com/en/articles/xai-grok-csam-delo.htmlhttps://wearecoded.com/en/articles/xai-grok-csam-delo.htmlWed, 15 Jul 2026 00:00:00 +0000CulturexAI filed a civil suit against a man from South Carolina, whom it accuses of opening accounts under a false identity and constructing deceptive prompts to bypass Grok's safeguards and produce sexualized images of minors. The company is seeking damages and a permanent ban from access.https://wearecoded.com/en/articles/openai-gpt-red-self-improvement.htmlhttps://wearecoded.com/en/articles/openai-gpt-red-self-improvement.htmlWed, 15 Jul 2026 00:00:00 +0000FrontierOpenAI unveiled GPT-Red - an internal tool that automatically attacks its own models (red-teaming) and feeds what it learns back into their training. Per the company, the new version achieves noticeably fewer breaches under prompt injection than its predecessor from months ago.https://wearecoded.com/en/articles/thinking-machines-inkling.htmlhttps://wearecoded.com/en/articles/thinking-machines-inkling.htmlWed, 15 Jul 2026 00:00:00 +0000FrontierMira Murati's lab unveiled its first open-weights model. The interesting part is the bet: a base you can download and fine-tune for yourself.https://wearecoded.com/en/articles/inkling-thinking-machines-otvoren-model.htmlhttps://wearecoded.com/en/articles/inkling-thinking-machines-otvoren-model.htmlWed, 15 Jul 2026 00:00:00 +0000FrontierOn 15 July the lab led by Mira Murati - OpenAI's former CTO - showed Inkling, its first public model, and released it with open weights. It's not a small demo model: a large mixture-of-experts class, multimodal, with a long context window, that anyone can download and run themselves.https://wearecoded.com/en/articles/cisa-kev-oracle-ebs-knx-0715.htmlhttps://wearecoded.com/en/articles/cisa-kev-oracle-ebs-knx-0715.htmlWed, 15 Jul 2026 00:00:00 +0000SecurityOn 15 July, CISA added a vulnerability in Oracle E-Business Suite to its KEV catalog - one that allows unauthenticated takeover of the payments module. The deadline for US federal agencies falls on 18 July. Three days. The same day, an older hole in the KNX building-automation protocol joined the list too.https://wearecoded.com/en/articles/cisa-kev-sharepoint-sonicwall-adfs-0714.htmlhttps://wearecoded.com/en/articles/cisa-kev-sharepoint-sonicwall-adfs-0714.htmlTue, 14 Jul 2026 00:00:00 +0000SecurityOn 14 July CISA added four CVEs to the Known Exploited Vulnerabilities catalog - SharePoint, two bugs in SonicWall SMA1000, and AD FS. Three different surfaces. Confirmed exploitation on every one. Two of the deadlines fall on 17 July.https://wearecoded.com/en/articles/ecb-36-psp-digitalno-evro-pilot.htmlhttps://wearecoded.com/en/articles/ecb-36-psp-digitalno-evro-pilot.htmlTue, 14 Jul 2026 00:00:00 +0000CommerceOn 14 July the ECB announced which 36 payment service providers will join the digital euro pilot - chosen from over 50 applicants to the call from March 2026. The pilot starts in the second half of 2027 and runs for 12 months. For now it's a beta. Not legal tender.https://wearecoded.com/en/articles/cloudflare-dnssec-al-ede-33.htmlhttps://wearecoded.com/en/articles/cloudflare-dnssec-al-ede-33.htmlTue, 14 Jul 2026 00:00:00 +0000InfraOn 3 July the Albanian domain .AL stopped opening for resolvers with DNSSEC checking on. The operator AKEP had changed the key. But the record in the root zone still pointed to the old one. Cloudflare's public resolver 1.1.1.1 restored access with a workaround, but for the first time marked the answer with a code that openly says: this check was skipped.https://wearecoded.com/en/articles/vercel-node-20-deprecated-oktomvri.htmlhttps://wearecoded.com/en/articles/vercel-node-20-deprecated-oktomvri.htmlTue, 14 Jul 2026 00:00:00 +0000BuildersFrom 1 October 2026 Vercel removes Node.js 20 as an option for new deployments in Project Settings. The old stuff keeps running. Only a new build after that date needs a newer version.https://wearecoded.com/en/articles/otvoreni-modeli-29-procenta-ot-trafika.htmlhttps://wearecoded.com/en/articles/otvoreni-modeli-29-procenta-ot-trafika.htmlMon, 13 Jul 2026 00:00:00 +0000FrontierVercel released the numbers from its own gateway, through which tens of trillions of tokens pass. Open models now carry 29 percent of volume, up from 11 in April. Another number is quieter. The price per token stopped falling.https://wearecoded.com/en/articles/cisco-ios-csrf-2008-v-kev.htmlhttps://wearecoded.com/en/articles/cisco-ios-csrf-2008-v-kev.htmlMon, 13 Jul 2026 00:00:00 +0000SecurityCISA added a vulnerability disclosed eighteen years ago to its catalog: a CSRF in the web panel of Cisco IOS. Eighteen years later, it's an active attack. The catalog counts only witnessed attacks. The remediation deadline is July 16 - three days after the announcement.https://wearecoded.com/en/articles/cloudflare-precursor-povedenie.htmlhttps://wearecoded.com/en/articles/cloudflare-precursor-povedenie.htmlMon, 13 Jul 2026 00:00:00 +0000SecurityCloudflare's new engine, Precursor, doesn't ask who you are at the door - it watches you through the whole session: keystroke rhythm, cursor movement, when the window had focus. The human hand draws arcs, because it has a wrist. Automation goes straight.https://wearecoded.com/en/articles/claude-code-auto-mode-clouds.htmlhttps://wearecoded.com/en/articles/claude-code-auto-mode-clouds.htmlSat, 11 Jul 2026 00:00:00 +0000BuildersOn 11 July Anthropic shipped version 2.1.207 - a small release with three specific changes for teams running on cloud infrastructure. The most interesting part isn't the new feature, it's a fix.https://wearecoded.com/en/articles/riaa-ifpi-ai-music-labels.htmlhttps://wearecoded.com/en/articles/riaa-ifpi-ai-music-labels.htmlFri, 10 Jul 2026 00:00:00 +0000AudioEight organizations from the music industry - among them RIAA, IFPI, the Grammy Academy and SAG-AFTRA - introduced two visual labels for sound recordings: AI-Generated and AI-Assisted. They're applied voluntarily, by the artists, labels and distributors themselves. No independent verification. Not a single streaming platform is party to the agreement.https://wearecoded.com/en/articles/google-cloud-run-sandboxes.htmlhttps://wearecoded.com/en/articles/google-cloud-run-sandboxes.htmlFri, 10 Jul 2026 00:00:00 +0000InfraCloud Run sandboxes entered public preview on July 10. You run code written by an AI agent, and it doesn't touch the rest of your system. What matters is in the default: zero outbound network access, zero visibility into the service's keys.https://wearecoded.com/en/articles/cloudflare-smart-tiered-cache-clouds.htmlhttps://wearecoded.com/en/articles/cloudflare-smart-tiered-cache-clouds.htmlFri, 10 Jul 2026 00:00:00 +0000InfraAs of 10 July you can specify yourself which AWS, Google Cloud, Azure or Oracle region your server sits in, instead of the network guessing by response time and getting it wrong. A shorter path for traffic, no extra cost, even on the free plan.https://wearecoded.com/en/articles/amd-rocm-sglang-diffusion.htmlhttps://wearecoded.com/en/articles/amd-rocm-sglang-diffusion.htmlFri, 10 Jul 2026 00:00:00 +0000InfraOn 10 July AMD published benchmarks on its blog for generative visual models on the accelerator MI350X. The numbers are impressive, but the baseline is an unoptimized reference implementation - not a previous-generation chip, not NVIDIA. The tests are AMD's own, with no independent verification.https://wearecoded.com/en/articles/circle-occ-national-trust-bank.htmlhttps://wearecoded.com/en/articles/circle-occ-national-trust-bank.htmlFri, 10 Jul 2026 00:00:00 +0000CommerceOn 10 July the company behind the USDC stablecoin announced, in its own press release, that the US banking regulator had given it final approval to charter First National Digital Currency Bank. The regulator itself has no announcement of its own on the matter. And managing the reserves behind the coin is not an approved power.https://wearecoded.com/en/articles/cisa-kev-joomla-extensions-wave.htmlhttps://wearecoded.com/en/articles/cisa-kev-joomla-extensions-wave.htmlFri, 10 Jul 2026 00:00:00 +0000SecurityCISA added Balbooa Forms and iCagenda to its catalog of vulnerabilities being exploited right now. Both allow unauthenticated file upload and code execution on the server. Three days earlier, two other Joomla extensions joined the same list - with the same hole.https://wearecoded.com/en/articles/1x-neo-raka-25-stavi.htmlhttps://wearecoded.com/en/articles/1x-neo-raka-25-stavi.htmlThu, 09 Jul 2026 00:00:00 +0000RoboticsThe new hands on the NEO robot have 25 movable joints and tendon-driven actuation with a gear ratio ten times lighter than the industry standard. The feel is what's new. That's how the hand senses how hard it's gripping. Per the company's data it handles LEGO, a screwdriver, a zipper, and pouring tea.https://wearecoded.com/en/articles/xai-grok-45-cursor.htmlhttps://wearecoded.com/en/articles/xai-grok-45-cursor.htmlThu, 09 Jul 2026 00:00:00 +0000FrontierThe model was announced on July 8, publicly available from the 9th - in Grok Build, in Cursor and through the API console of xAI. The unusual part isn't another version number. The unusual part is that the model was trained together with the editor you'll use it in. In the EU - nothing yet.https://wearecoded.com/en/articles/meta-muse-spark-11-agentic.htmlhttps://wearecoded.com/en/articles/meta-muse-spark-11-agentic.htmlThu, 09 Jul 2026 00:00:00 +0000FrontierOn July 9, Meta Superintelligence Labs announced Muse Spark 1.1 - a reasoning model for agentic tasks, available for the first time through its own public API. According to media reports, the price is about a quarter of comparable models. The third Muse in a week. Time to sort out the names.https://wearecoded.com/en/articles/gpt-5-6-sol-terra-luna.htmlhttps://wearecoded.com/en/articles/gpt-5-6-sol-terra-luna.htmlThu, 09 Jul 2026 00:00:00 +0000FrontierOn 9 July GPT-5.6 showed up at once in three work environments - the coder's, the designer's, and the site builder's - in three versions: Sol, Terra, Luna. What matters is the speed of the rollout, and the choice now runs through price too.https://wearecoded.com/en/articles/anthropic-bernanke-hard-questions.htmlhttps://wearecoded.com/en/articles/anthropic-bernanke-hard-questions.htmlThu, 09 Jul 2026 00:00:00 +0000ControlOn 9 July Anthropic made two moves in one day: Ben Bernanke joined its independent oversight body, and the company announced results from an inquiry among tens of thousands of people. One speaks to regulators. The other - to the public.https://wearecoded.com/en/articles/curl-usn-8525-ten-cves.htmlhttps://wearecoded.com/en/articles/curl-usn-8525-ten-cves.htmlThu, 09 Jul 2026 00:00:00 +0000SecurityUbuntu patched ten holes in curl at once - the tool that fetches something in every script, container and CI pipeline. The ugliest one sends saved passwords to a server that simply returned a redirect. Advisory-level note: it doesn't claim active exploitation.https://wearecoded.com/en/articles/ollama-88m-open-models.htmlhttps://wearecoded.com/en/articles/ollama-88m-open-models.htmlThu, 09 Jul 2026 00:00:00 +0000Builders88 million dollars for a tool whose whole value is being free and local - Ollama raised funding and now serves 8.9 million developers. The number alone shows local AI work stopped being a niche whim a long time ago.https://wearecoded.com/en/articles/nvidia-synthetic-financial-headlines.htmlhttps://wearecoded.com/en/articles/nvidia-synthetic-financial-headlines.htmlThu, 09 Jul 2026 00:00:00 +0000InfraNVIDIA showed how to manufacture financial news that never happened - to feed models where real data is expensive and locked behind licenses. The result looks like news. Behind it there isn't a single real event.https://wearecoded.com/en/articles/nasa-roman-launch-prep.htmlhttps://wearecoded.com/en/articles/nasa-roman-launch-prep.htmlThu, 09 Jul 2026 00:00:00 +0000ScienceNancy Grace Roman now sits on a work platform at Kennedy Space Center, moved there by cranes for final assembly and testing. Launch is scheduled no earlier than 30 August 2026, and the target is a point about 1.6 million kilometers from Earth.https://wearecoded.com/en/articles/klarna-germany-900m-facility.htmlhttps://wearecoded.com/en/articles/klarna-germany-900m-facility.htmlThu, 09 Jul 2026 00:00:00 +0000CommerceKlarna signed a two-year, 900 million euro agreement that, per the company, will support up to 5 billion euros of consumer credit in Germany. The money behind the buy-now-pay-later button comes from outside - from capital the company lined up in advance.https://wearecoded.com/en/articles/mistral-robostral-navigate.htmlhttps://wearecoded.com/en/articles/mistral-robostral-navigate.htmlWed, 08 Jul 2026 00:00:00 +0000RoboticsOn July 8, Mistral announced Robostral Navigate - its first model for spatial robot navigation. The news is something else. The expensive half of the hardware bill disappears: the laser rangefinder and the depth sensors.https://wearecoded.com/en/articles/cloudflare-meerkat-global-consensus.htmlhttps://wearecoded.com/en/articles/cloudflare-meerkat-global-consensus.htmlWed, 08 Jul 2026 00:00:00 +0000Infra330 data centers around the world, agreeing on the same thing at the same time - Cloudflare Research showed how: the Meerkat service, built on the QuePaxa algorithm, with about 10 times higher throughput than Raft under a bad network, per the company.https://wearecoded.com/en/articles/nvidia-nemotron3-ultra-open-cost.htmlhttps://wearecoded.com/en/articles/nvidia-nemotron3-ultra-open-cost.htmlWed, 08 Jul 2026 00:00:00 +0000FrontierNVIDIA claims its open model Nemotron 3 Ultra beats closed ones on price: about 10 times cheaper to run, with the highest accuracy among open models. LangChain has already tuned its agent framework Deep Agents specifically for it.https://wearecoded.com/en/articles/runway-dev-one-api.htmlhttps://wearecoded.com/en/articles/runway-dev-one-api.htmlWed, 08 Jul 2026 00:00:00 +0000DesignAdobe, ElevenLabs and Figma now go through the same single door. Runway announced Runway Dev - a platform with one API to all of its models for image, video, audio and live real-time characters.https://wearecoded.com/en/articles/ubuntu-usn-8516-apache-patch.htmlhttps://wearecoded.com/en/articles/ubuntu-usn-8516-apache-patch.htmlWed, 08 Jul 2026 00:00:00 +0000SecurityUbuntu tightened up Apache with one patch that closes 12 holes at once. All three supported LTS versions are affected. There's one action: you update.https://wearecoded.com/en/articles/esa-hera-deep-space-software-upgrade.htmlhttps://wearecoded.com/en/articles/esa-hera-deep-space-software-upgrade.htmlWed, 08 Jul 2026 00:00:00 +0000ScienceThe European Space Agency uploaded a software upgrade to the Hera probe while it's flying about 140 million km from us. The update brings online the remaining instruments and the autonomous navigation ahead of its encounter with a pair of asteroids this fall.https://wearecoded.com/en/articles/agents-get-silicon-identity-attackers.htmlhttps://wearecoded.com/en/articles/agents-get-silicon-identity-attackers.htmlWed, 08 Jul 2026 00:00:00 +0000InfraOn 7 July 2026, three unconnected announcements landed on the same day: NVIDIA unveiled a processor designed around agentic workloads; Vercel bought Better Auth to build identity for agents; and CISA confirmed active exploitation of Langflow - a platform agentic workflows run on. Infrastructure, identity, attack.https://wearecoded.com/en/articles/vercel-agent-near-production.htmlhttps://wearecoded.com/en/articles/vercel-agent-near-production.htmlWed, 08 Jul 2026 00:00:00 +0000BuildersThe logs read themselves, the root cause surfaces itself, the fix proposes itself - but only with approval. Vercel Agent keeps its own identity, defaults to read-only, and every further action runs through a tightly scoped plan.https://wearecoded.com/en/articles/eu-action-plan-cybersecurity-ai.htmlhttps://wearecoded.com/en/articles/eu-action-plan-cybersecurity-ai.htmlTue, 07 Jul 2026 00:00:00 +0000ControlThe European Commission presented its Action Plan on Cybersecurity and Artificial Intelligence. The plan tasks ENISA with drafting a European blueprint for access to advanced AI capabilities in cybersecurity, and builds capacity to evaluate models before they reach the market.https://wearecoded.com/en/articles/coldfusion-cvss10-kev-exploited.htmlhttps://wearecoded.com/en/articles/coldfusion-cvss10-kev-exploited.htmlTue, 07 Jul 2026 00:00:00 +0000SecurityCISA added CVE-2026-48282 to the Known Exploited Vulnerabilities catalog over evidence of active exploitation. NVD scores it 10.0 on CVSS - the maximum value. Federal agencies have until 10 July.https://wearecoded.com/en/articles/meta-muse-image-agentic-generation.htmlhttps://wearecoded.com/en/articles/meta-muse-image-agentic-generation.htmlTue, 07 Jul 2026 00:00:00 +0000FrontierMeta introduced Muse Image and Muse Video. Muse Image doesn't translate a prompt straight into a picture - it calls search and coding tools, self-improves its own generations, and gains from more compute spent at request time.https://wearecoded.com/en/articles/new-horizons-wakes-from-hibernation.htmlhttps://wearecoded.com/en/articles/new-horizons-wakes-from-hibernation.htmlTue, 07 Jul 2026 00:00:00 +0000ScienceNASA confirmed that the New Horizons probe has come out of the longest hibernation in its mission and is in good health. The wake-up happened on 23 June; the spacecraft is already starting to transmit science data from the Kuiper Belt.https://wearecoded.com/en/articles/chanel-blazy-couture-grand-palais.htmlhttps://wearecoded.com/en/articles/chanel-blazy-couture-grand-palais.htmlTue, 07 Jul 2026 00:00:00 +0000CultureMatthieu Blazy showed his second haute couture collection for Chanel at the Grand Palais - a fairy-tale garden with giant beanstalks, drawn from a storybook found in Gabrielle Chanel's apartment.https://wearecoded.com/en/articles/lerobot-v060-world-models.htmlhttps://wearecoded.com/en/articles/lerobot-v060-world-models.htmlTue, 07 Jul 2026 00:00:00 +0000RoboticsHugging Face released LeRobot v0.6.0: policies built on 'world models', new VLA models, reward models to score success, a unified CLI for evaluation, and six simulation benchmarks for robot learning.https://wearecoded.com/en/articles/ftc-ai-accuracy-suppression-policy.htmlhttps://wearecoded.com/en/articles/ftc-ai-accuracy-suppression-policy.htmlTue, 07 Jul 2026 00:00:00 +0000ControlThe US Federal Trade Commission proposed a position: if a company advertises accurate answers but secretly steers the model's output toward another goal, that can be fraud under Section 5. Public comment period through July 31.https://wearecoded.com/en/articles/alberta-government-claude-cybersecurity.htmlhttps://wearecoded.com/en/articles/alberta-government-claude-cybersecurity.htmlMon, 06 Jul 2026 00:00:00 +0000BuildersAlberta's Ministry of Technology and Innovation scanned 466 million lines of government code in 20 hours with Claude Code, to find and fix security gaps. Work that classic methods would have ground away at for years.https://wearecoded.com/en/articles/jonathan-anderson-dior-couture-fall-2026.htmlhttps://wearecoded.com/en/articles/jonathan-anderson-dior-couture-fall-2026.htmlMon, 06 Jul 2026 00:00:00 +0000CultureOn July 6 at the Musee Rodin in Paris, Jonathan Anderson presented Dior's fall haute couture - his second collection at the head of the house, led by the language of sculpture.https://wearecoded.com/en/articles/un-global-dialogue-ai-governance.htmlhttps://wearecoded.com/en/articles/un-global-dialogue-ai-governance.htmlMon, 06 Jul 2026 00:00:00 +0000ControlIn Geneva on July 6, the UN convened its first Global Dialogue on AI. It comes with an independent scientific report by 40 experts, led by Yoshua Bengio and Maria Ressa, and the finding is clear: over a billion people use conversational AI every week, and reliable methods for controlling autonomous systems are still missing.https://wearecoded.com/en/articles/closing-free-ai-paths-meta-github.htmlhttps://wearecoded.com/en/articles/closing-free-ai-paths-meta-github.htmlMon, 06 Jul 2026 00:00:00 +0000ControlMeta is switching off the Llama API Public Preview on July 6; GitHub announced the full retirement of GitHub Models from July 30. The models stay available, but the convenient free doors to them are closing.https://wearecoded.com/en/articles/hayabusa2-torifune-flyby.htmlhttps://wearecoded.com/en/articles/hayabusa2-torifune-flyby.htmlSun, 05 Jul 2026 00:00:00 +0000ScienceOn July 5, the Japanese probe Hayabusa2 passed about 1 km from the asteroid Torifune at a speed of around 5 km/s. Beyond the science, this is a test of navigation precision - the foundation of planetary defense.https://wearecoded.com/en/articles/pentagon-anthropic-autonomous-weapons.htmlhttps://wearecoded.com/en/articles/pentagon-anthropic-autonomous-weapons.htmlSat, 04 Jul 2026 00:00:00 +0000ControlCourt documents reveal months of correspondence: Amodei holds firm - Claude doesn't go into fully autonomous weapons, or into domestic surveillance. The Pentagon wants 'all lawful uses' and declares the company a supply chain risk.https://wearecoded.com/en/articles/jwst-pluto-titan-mystery.htmlhttps://wearecoded.com/en/articles/jwst-pluto-titan-mystery.htmlSat, 04 Jul 2026 00:00:00 +0000Science5.11 microns. That's exactly where a team found an unidentified absorption in spectra from the James Webb telescope - on the surfaces of both Titan and Pluto. Likely from a molecule never seen anywhere else in the Solar System.https://wearecoded.com/en/articles/alibaba-bans-claude-code.htmlhttps://wearecoded.com/en/articles/alibaba-bans-claude-code.htmlSat, 04 Jul 2026 00:00:00 +0000ControlThe whole story rests on one internal directive, seen by reporters at the South China Morning Post (a Hong Kong newspaper). Alibaba declined to comment. Anthropic stays silent. We ran it as news - but it's a single-source report that nobody involved has confirmed.https://wearecoded.com/en/articles/hyundai-boston-dynamics-buyout.htmlhttps://wearecoded.com/en/articles/hyundai-boston-dynamics-buyout.htmlSat, 04 Jul 2026 00:00:00 +0000RoboticsAs of July 13, 2026, neither Hyundai, nor SoftBank, nor Boston Dynamics has announced anything. The numbers - the remaining 9.65% for $325 million - come only from media. We wrote them up as done fact. Mistake.https://wearecoded.com/en/articles/fatfs-embedded-vulnerabilities.htmlhttps://wearecoded.com/en/articles/fatfs-embedded-vulnerabilities.htmlFri, 03 Jul 2026 00:00:00 +0000SecurityrunZero disclosed 7 vulnerabilities at once in the FatFs file system - embedded in drones, cameras, hardware wallets, and dozens of platforms. Only one has been patched. For the rest, there's no fix yet.https://wearecoded.com/en/articles/bad-epoll-linux-root.htmlhttps://wearecoded.com/en/articles/bad-epoll-linux-root.htmlFri, 03 Jul 2026 00:00:00 +0000SecurityCVE-2026-46242. Use-after-free in epoll that escalates an ordinary user to root - on desktops, servers, even Android. The irony: Anthropic's AI model Mythos found the neighboring bug in the same code. This exact one, it missed.https://wearecoded.com/en/articles/fbi-netnut-proxy-takedown.htmlhttps://wearecoded.com/en/articles/fbi-netnut-proxy-takedown.htmlFri, 03 Jul 2026 00:00:00 +0000SecurityOn 2 July the FBI seized the domains of NetNut. Google tore down the backend. The network - one of the largest residential proxies - was secretly turning smart TVs and routers into cover for cybercriminals and spies.https://wearecoded.com/en/articles/sza-ai-music-rejection.htmlhttps://wearecoded.com/en/articles/sza-ai-music-rejection.htmlFri, 03 Jul 2026 00:00:00 +0000Culture238. That's how many of her own songs SZA found in a database for training AI. Then she turned publicly against the entire AI music industry and called on her fellow artists not to feed it. Her record label is already suing.https://wearecoded.com/en/articles/bytedance-seedance-video.htmlhttps://wearecoded.com/en/articles/bytedance-seedance-video.htmlFri, 03 Jul 2026 00:00:00 +0000Design30 seconds of video, all at once, with no stitching clips together. This is what Seedance 2.5 does, made by ByteDance. It accepts up to 50 references (image, video, audio) so you can control the result. The official pages don't mention 4K: the plans list 480p, 720p and 1080p.https://wearecoded.com/en/articles/aflac-japan-breach.htmlhttps://wearecoded.com/en/articles/aflac-japan-breach.htmlFri, 03 Jul 2026 00:00:00 +0000SecurityInsurance giant Aflac disclosed a breach through its Japanese subsidiary. According to the company, personal and financial data of millions of customers leaked. The US systems were not affected.https://wearecoded.com/en/articles/national-grid-ai-power.htmlhttps://wearecoded.com/en/articles/national-grid-ai-power.htmlFri, 03 Jul 2026 00:00:00 +0000Infra$1.75 billion. That's what National Grid (a major utility) is putting into a power developer building capacity right next to AI data centers. The goal is to skip the slow wait for grid interconnection.https://wearecoded.com/en/articles/anthropic-claude-science.htmlhttps://wearecoded.com/en/articles/anthropic-claude-science.htmlFri, 03 Jul 2026 00:00:00 +0000ScienceClaude now conducts several agents across 60+ scientific databases - a dedicated science mode built on the lab's own infrastructure. Plus grants in compute credits for research projects.https://wearecoded.com/en/articles/zai-zcode-agent-ide.htmlhttps://wearecoded.com/en/articles/zai-zcode-agent-ide.htmlFri, 03 Jul 2026 00:00:00 +0000BuildersZ.ai (a Chinese AI lab, formerly Zhipu) launched ZCode - a free agentic development environment built on their own GLM-5.2 model, for all platforms. The target is clear: Cursor, Claude Code and GitHub Copilot.https://wearecoded.com/en/articles/meta-compute-neocloud.htmlhttps://wearecoded.com/en/articles/meta-compute-neocloud.htmlFri, 03 Jul 2026 00:00:00 +0000InfraBloomberg reports, citing unnamed sources, that Meta is preparing a cloud business and will rent out its surplus AI accelerators and hosted models. Meta declined to comment, and there's no official announcement. Neocloud stocks (companies that rent out GPUs) fell the day of the report, Meta went up. We wrote it up as sales already under way. Mistake.https://wearecoded.com/en/articles/sharepoint-rce-cisa-kev.htmlhttps://wearecoded.com/en/articles/sharepoint-rce-cisa-kev.htmlFri, 03 Jul 2026 00:00:00 +0000SecurityAttackers are already using a hole in on-premises SharePoint (Microsoft's document software) - in real attacks, not in theory. CISA added it to the list of actively exploited vulnerabilities and set a patching deadline. Microsoft had rated it as unlikely to be attacked.https://wearecoded.com/en/articles/cloned-voice-copyright-troll.htmlhttps://wearecoded.com/en/articles/cloned-voice-copyright-troll.htmlFri, 03 Jul 2026 00:00:00 +0000CultureAccording to Music Business Worldwide, which retells The Verge, folk singer Murphy Campbell finds AI 'covers' of her songs on her own Spotify profile, uploaded without her consent. She suspects her voice was cloned from her YouTube videos. Then, in a separate incident, copyright claims were filed against her real videos through the distributor Vydia. The flip side of voice technology.https://wearecoded.com/en/articles/suno-fair-use-hearing.htmlhttps://wearecoded.com/en/articles/suno-fair-use-hearing.htmlFri, 03 Jul 2026 00:00:00 +0000CultureThe court docket shows a procedural conference over discovery disputes - the exchange of documents between the parties. Not a hearing on 'fair use'. The schedule has been pushed back. On July 3 we wrote something different. I'm correcting it here, now.https://wearecoded.com/en/articles/us-june-jobs-ai-lens.htmlhttps://wearecoded.com/en/articles/us-june-jobs-ai-lens.htmlThu, 02 Jul 2026 00:00:00 +0000CommerceThe June US jobs report shows 57 thousand new jobs - sharply below the roughly 115 thousand expected. The temptation is to blame AI. Except the BLS report (the US Bureau of Labor Statistics) doesn't say that.https://wearecoded.com/en/articles/figure-03-bmw-spartanburg.htmlhttps://wearecoded.com/en/articles/figure-03-bmw-spartanburg.htmlThu, 02 Jul 2026 00:00:00 +0000RoboticsFigure 03 walked into BMW's plant in Spartanburg. Its predecessor helped build 30,000 cars. The new one doesn't just hand over parts - it pulls a cart and sequences components for the assembly line.https://wearecoded.com/en/articles/meta-brain2qwerty-v2.htmlhttps://wearecoded.com/en/articles/meta-brain2qwerty-v2.htmlThu, 02 Jul 2026 00:00:00 +0000ScienceMeta showed Brain2Qwerty v2 - it decodes sentences in real time straight from brain activity recorded non-invasively. 61% accuracy on average, 78% for the best participant. The code is open to everyone.https://wearecoded.com/en/articles/figma-agent-skills.htmlhttps://wearecoded.com/en/articles/figma-agent-skills.htmlThu, 02 Jul 2026 00:00:00 +0000DesignFigma released Skills - plain-language instructions the agent runs with a slash command. It simulates feedback, preps reviews, logs tasks in Asana. Open beta.https://wearecoded.com/en/articles/elevenlabs-procedures.htmlhttps://wearecoded.com/en/articles/elevenlabs-procedures.htmlThu, 02 Jul 2026 00:00:00 +0000AudioElevenLabs released Procedures: you upload your SOP (standard operating procedure) document (PDF, DOCX), and the system turns it into steps the agent follows. Strict for payments and verification, loose for everything else. Still alpha.https://wearecoded.com/en/articles/stripe-agentic-commerce-germany.htmlhttps://wearecoded.com/en/articles/stripe-agentic-commerce-germany.htmlThu, 02 Jul 2026 00:00:00 +0000CommerceStripe is rolling out the Agentic Commerce Suite for Germany - selling directly through AI interfaces by the end of the year. Plus Managed Payments (selling without a local entity) for 195 markets, and dynamic local pricing, measured at +17.8% revenue.https://wearecoded.com/en/articles/nvidia-revenue-share-compute.htmlhttps://wearecoded.com/en/articles/nvidia-revenue-share-compute.htmlThu, 02 Jul 2026 00:00:00 +0000InfraNVIDIA is moving to a new model - sharing revenue with AI clouds, not just selling them hardware. Sharon AI (an AI cloud services company) is heading toward 40,000 GB300 GPUs; Firmus (an AI data center company) is building a 360-megawatt campus in Indonesia.https://wearecoded.com/en/articles/nasa-tess-microlensing.htmlhttps://wearecoded.com/en/articles/nasa-tess-microlensing.htmlThu, 02 Jul 2026 00:00:00 +0000ScienceTESS caught a super-Jupiter 40,000 light-years away through gravitational microlensing - for a telescope whose normal range is 150 light-years, this is a first.https://wearecoded.com/en/articles/unitree-star-market-ipo.htmlhttps://wearecoded.com/en/articles/unitree-star-market-ipo.htmlThu, 02 Jul 2026 00:00:00 +0000RoboticsUnitree got the green light from the Chinese regulator for an IPO. The robot maker plans to raise ~4.2 billion yuan at a valuation of around 42 billion - a rare profitable player in a sector that usually burns cash.https://wearecoded.com/en/articles/agents-skills-procedures-body.htmlhttps://wearecoded.com/en/articles/agents-skills-procedures-body.htmlThu, 02 Jul 2026 00:00:00 +0000FrontierIn the same week Figma taught its agent skills, ElevenLabs gave it working procedures, Stripe let it sell, and Figure sent it to work at BMW. The thread is one: the company's knowledge gets packaged for an agent.https://wearecoded.com/en/articles/simplehelp-rmm-auth-bypass-kev-48558.htmlhttps://wearecoded.com/en/articles/simplehelp-rmm-auth-bypass-kev-48558.htmlThu, 02 Jul 2026 00:00:00 +0000SecurityCVE-2026-48558 bypasses the OIDC token check in SimpleHelp, a remote support tool. Arctic Wolf is seeing active exploitation with a credential stealer. CISA gave federal agencies until 2 July.https://wearecoded.com/en/articles/together-ai-800m-neocloud.htmlhttps://wearecoded.com/en/articles/together-ai-800m-neocloud.htmlWed, 01 Jul 2026 00:00:00 +0000InfraTogether AI, a neocloud for open AI models, raised $800 million led by Aramco Ventures. Valuation $8.3 billion. According to the company, inference comes out up to 60 times cheaper than closed models.https://wearecoded.com/en/articles/fable-mythos-export-lifted.htmlhttps://wearecoded.com/en/articles/fable-mythos-export-lifted.htmlWed, 01 Jul 2026 00:00:00 +0000ControlOn 30 June the export controls imposed around 12 June on Claude Fable 5 and Mythos 5 fell away. Access is coming back - in exchange for a deal that Anthropic will monitor and report the risks.https://wearecoded.com/en/articles/claude-sonnet-5.htmlhttps://wearecoded.com/en/articles/claude-sonnet-5.htmlWed, 01 Jul 2026 00:00:00 +0000FrontierOn 30 June Anthropic released Claude Sonnet 5 - its most agentic Sonnet yet. It doesn't just answer a prompt. It plans, uses a browser and a terminal, and runs on its own. 1 million tokens of context, close to Opus 4.8, at $2 input / $10 output.https://wearecoded.com/en/articles/eu-ai-act-2026.htmlhttps://wearecoded.com/en/articles/eu-ai-act-2026.htmlWed, 01 Jul 2026 00:00:00 +0000ControlOn 2 August 2026 the EU AI Act comes fully into force. Four risk levels, banned practices, fines up to 7% of a company's global turnover.https://wearecoded.com/en/articles/cursor-duneslide-rce-disclosure.htmlhttps://wearecoded.com/en/articles/cursor-duneslide-rce-disclosure.htmlWed, 01 Jul 2026 00:00:00 +0000SecurityCVE-2026-50548 and CVE-2026-50549, both CVSS 9.8: a hidden instruction in one resource was enough to make Cursor's agent write outside its sandbox and execute commands. Patched in Cursor 3.0. No data on real attacks so far.https://wearecoded.com/en/articles/30-yuni-agentite-stanaha-rabotna-raka.htmlhttps://wearecoded.com/en/articles/30-yuni-agentite-stanaha-rabotna-raka.htmlTue, 30 Jun 2026 00:00:00 +0000FrontierI'm looking at what came out this week, and underneath it all I see one thing: AI agents are no longer a demo next to the product. They are the work itself - measured in hours, in percent of what got done, in whole teams.https://wearecoded.com/en/articles/tidal-ai-music-demonetization.htmlhttps://wearecoded.com/en/articles/tidal-ai-music-demonetization.htmlMon, 29 Jun 2026 00:00:00 +0000AudioFrom July 15, Tidal tags every 100% AI-generated song with 'AI' - and stops paying it. No royalties, no direct sales to fans. Harder than the labeling alone at Spotify and Apple Music.https://wearecoded.com/en/articles/california-claude-government-deal.htmlhttps://wearecoded.com/en/articles/california-claude-government-deal.htmlMon, 29 Jun 2026 00:00:00 +0000ControlNewsom signed a deal - every state agency, every city and county gets Claude at half price, plus free training. The contrast with the federal stance is telling.https://wearecoded.com/en/articles/nvidia-palantir-nemotron.htmlhttps://wearecoded.com/en/articles/nvidia-palantir-nemotron.htmlMon, 29 Jun 2026 00:00:00 +0000ControlPalantir and NVIDIA are shipping AI for US agencies that runs isolated from the internet, with weights under the agency's own control. If the data can't go out - the model comes to it.https://wearecoded.com/en/articles/cisa-kev-iyuni-2026.htmlhttps://wearecoded.com/en/articles/cisa-kev-iyuni-2026.htmlMon, 29 Jun 2026 00:00:00 +0000SecurityCISA added new vulnerabilities with proven active exploitation - among them in Ubiquiti UniFi and SimpleHelp. This isn't theory. Someone is already using them. The patch doesn't wait.https://wearecoded.com/en/articles/firefly-jetson-lunar.htmlhttps://wearecoded.com/en/articles/firefly-jetson-lunar.htmlMon, 29 Jun 2026 00:00:00 +0000ScienceFirefly Aerospace will fly NVIDIA Jetson into orbit around the Moon - the first one there. It processes the data onboard, instead of downlinking 120 GB to Earth. Edge AI, lifted into space.https://wearecoded.com/en/articles/sedmicata-ai-stana-sistema.htmlhttps://wearecoded.com/en/articles/sedmicata-ai-stana-sistema.htmlMon, 29 Jun 2026 00:00:00 +0000FrontierI don't look at the last few days as a series of separate announcements. I see one line - the big players are no longer selling a model. They're selling a whole stack: chip, agents, API and access rules. And it's exactly the rules that are becoming part of the product.https://wearecoded.com/en/articles/hp-openai-frontier.htmlhttps://wearecoded.com/en/articles/hp-openai-frontier.htmlSun, 28 Jun 2026 00:00:00 +0000BuildersHP is rolling out OpenAI 'Frontier' after a series of pilots. What's notable is that this is an AI-managed layer over the whole business, not a chatbot in the corner.https://wearecoded.com/en/articles/uia-arhitekti-barcelona.htmlhttps://wearecoded.com/en/articles/uia-arhitekti-barcelona.htmlSun, 28 Jun 2026 00:00:00 +0000CultureThe World Congress of Architects opened in Barcelona under a theme about the sustainable future. 10,000 people, over 130 countries. Design here thinks at a large scale - about where we live.https://wearecoded.com/en/articles/anthropic-economic-index-cadences.htmlhttps://wearecoded.com/en/articles/anthropic-economic-index-cadences.htmlFri, 26 Jun 2026 00:00:00 +0000FrontierAnthropic released a report with continuous usage measurement. The picture is human - on weekdays we work with AI, on weekends we trust it with the personal.https://wearecoded.com/en/articles/shopify-eu-3-euro-mito.htmlhttps://wearecoded.com/en/articles/shopify-eu-3-euro-mito.htmlFri, 26 Jun 2026 00:00:00 +0000CommerceFrom July 1 the EU scraps the 150-euro duty-free threshold and puts a flat 3-euro duty per line on imports from outside. Shopify now gives a way to calculate it. Selling into the EU from outside - work it out now.https://wearecoded.com/en/articles/gpt-5-6-sol.htmlhttps://wearecoded.com/en/articles/gpt-5-6-sol.htmlFri, 26 Jun 2026 00:00:00 +0000FrontierOpenAI ships a new generation in three tiers, with a new mode for subagents. But it's rolling out in phases, after talking with government - and that's exactly the signal.https://wearecoded.com/en/articles/elevenlabs-synthid.htmlhttps://wearecoded.com/en/articles/elevenlabs-synthid.htmlThu, 25 Jun 2026 00:00:00 +0000AudioElevenLabs is embedding Google DeepMind's SynthID (an invisible watermark) into the audio it produces - undetectable to the ear, survives cutting and compression. Plus a free detector anyone can use to check where a sound came from.https://wearecoded.com/en/articles/vercel-ai-sdk-7.htmlhttps://wearecoded.com/en/articles/vercel-ai-sdk-7.htmlThu, 25 Jun 2026 00:00:00 +0000BuildersVercel AI SDK 7 (a toolkit for developers) - agents resilient to restarts, deploys and deferred approvals, plus tool approvals built right into the framework. 16 million downloads a week.https://wearecoded.com/en/articles/gemini-computer-use.htmlhttps://wearecoded.com/en/articles/gemini-computer-use.htmlWed, 24 Jun 2026 00:00:00 +0000FrontierGoogle built 'computer use' directly into Gemini 3.5 Flash. The agent sees the screen, reasons and clicks - in browser, on mobile, on desktop. Not a separate product. Part of the model.https://wearecoded.com/en/articles/figma-config-2026.htmlhttps://wearecoded.com/en/articles/figma-config-2026.htmlWed, 24 Jun 2026 00:00:00 +0000DesignFigma showed Code Layers - turn a layer into interactive code with one click, in both directions. Plus Motion, AI shaders and a stronger agent. The line between design and code softens.https://wearecoded.com/en/articles/boston-dynamics-zavod-waltham.htmlhttps://wearecoded.com/en/articles/boston-dynamics-zavod-waltham.htmlWed, 24 Jun 2026 00:00:00 +0000Robotics100 million dollars, a new 323,000-square-foot plant, and one clear goal: a third robot platform by the end of the decade. Physical AI gets a factory. Not demo clips.https://wearecoded.com/en/articles/cloudflare-oauth-for-all.htmlhttps://wearecoded.com/en/articles/cloudflare-oauth-for-all.htmlWed, 24 Jun 2026 00:00:00 +0000BuildersCloudflare opened self-managed OAuth for every developer - you spin up and manage the clients yourself for scoped access. Behind the scenes, a zero-downtime migration of 132 million rows holds it up.https://wearecoded.com/en/articles/jalapeno-chip.htmlhttps://wearecoded.com/en/articles/jalapeno-chip.htmlWed, 24 Jun 2026 00:00:00 +0000InfraOpenAI unveiled Jalapeño - its own accelerator for inference (the computation that happens when AI answers a question). Once the cost of intelligence becomes an edge, the AI business stops being decided by leaderboards alone.https://wearecoded.com/en/articles/claude-tag.htmlhttps://wearecoded.com/en/articles/claude-tag.htmlTue, 23 Jun 2026 00:00:00 +0000FrontierAnthropic is putting Claude in the Slack channel - you tag it, it builds up context, takes on tasks and works asynchronously (not in real time). It's closer to a colleague than to a chat.https://wearecoded.com/en/articles/mistral-ocr-4.htmlhttps://wearecoded.com/en/articles/mistral-ocr-4.htmlTue, 23 Jun 2026 00:00:00 +0000BuildersMistral OCR 4 understands documents in 170 languages, wins 72% preference against competitors, costs $4 per 1000 pages - and can run on your own server.https://wearecoded.com/en/articles/google-interactions-api.htmlhttps://wearecoded.com/en/articles/google-interactions-api.htmlMon, 22 Jun 2026 00:00:00 +0000BuildersGoogle Interactions API reached general availability and became the main entry point to the Gemini models and agents. State (the conversation's memory on the server), background tasks and tools stop being a side feature.https://wearecoded.com/en/articles/fable-mythos-suspend.htmlhttps://wearecoded.com/en/articles/fable-mythos-suspend.htmlFri, 12 Jun 2026 00:00:00 +0000ControlA US government order halted access to Claude Fable 5 and Mythos 5, citing national security. Whoever's position you take, the fact carries weight: frontier models are now being shut down through government processes.https://wearecoded.com/en/articles/github-agentic-workflows.htmlhttps://wearecoded.com/en/articles/github-agentic-workflows.htmlThu, 11 Jun 2026 00:00:00 +0000BuildersGitHub Agentic Workflows launches in public beta: you define automation in natural language in Markdown, and the agent takes on triage and CI analysis - in a sandbox, read-only by default.https://wearecoded.com/en/articles/policy-ai-exponential.htmlhttps://wearecoded.com/en/articles/policy-ai-exponential.htmlWed, 10 Jun 2026 00:00:00 +0000ControlAnthropic published a framework for how institutions should prepare for AI's progress - transparency, independent evaluation, development security and the authority to block dangerous deployments.https://wearecoded.com/en/articles/intel-xeon-6-plus-18a.htmlhttps://wearecoded.com/en/articles/intel-xeon-6-plus-18a.htmlMon, 01 Jun 2026 00:00:00 +0000InfraIntel puts the CPU back in the AI conversation: Xeon 6+ is the company's first data center chip on the 18A process, positioned as the 'control layer' of AI infrastructure. Up to 288 cores per socket.https://wearecoded.com/en/articles/deepmind-co-scientist.htmlhttps://wearecoded.com/en/articles/deepmind-co-scientist.htmlTue, 19 May 2026 00:00:00 +0000ScienceDeepMind showed off Co-Scientist - a multi-agent system built on Gemini that generates, debates, and develops research hypotheses. It has already been applied to liver fibrosis, ALS, and cellular aging.https://wearecoded.com/en/articles/google-gemini-3-5-flash.htmlhttps://wearecoded.com/en/articles/google-gemini-3-5-flash.htmlTue, 19 May 2026 00:00:00 +0000FrontierGoogle released Gemini 3.5 Flash - in their own words the company's 'strongest agentic and coding model' - and 4 times faster on output tokens than other frontier models.https://wearecoded.com/en/articles/microsoft-storm-2949.htmlhttps://wearecoded.com/en/articles/microsoft-storm-2949.htmlMon, 18 May 2026 00:00:00 +0000SecurityMicrosoft disclosed Storm-2949: the attacker takes over a single user through social engineering targeting a password reset and MFA. Then the attacker drains keys, files, and databases from the entire cloud.https://wearecoded.com/en/articles/google-tpu-8.htmlhttps://wearecoded.com/en/articles/google-tpu-8.htmlWed, 22 Apr 2026 00:00:00 +0000InfraGoogle Cloud split its new TPU chips in two - 8t for training, 8i for inference. Price-performance climbs up to 2.7x, and a single training cluster reaches over a million chips.https://wearecoded.com/en/articles/adobe-firefly-creative-agent.htmlhttps://wearecoded.com/en/articles/adobe-firefly-creative-agent.htmlWed, 15 Apr 2026 00:00:00 +0000DesignAdobe Firefly Creative Agent: you say what you want in words, and it executes the multi-step processes across Photoshop, Premiere, Illustrator, and the rest. Behind it stand more than 30 models.https://wearecoded.com/en/articles/suno-voices.htmlhttps://wearecoded.com/en/articles/suno-voices.htmlThu, 26 Mar 2026 00:00:00 +0000AudioSuno v5.5 shipped Voices: you record your own voice and make songs with it. With a check against misuse, and a voice that's yours alone by default.https://wearecoded.com/en/articles/cloudflare-2026-threat-report.htmlhttps://wearecoded.com/en/articles/cloudflare-2026-threat-report.htmlTue, 03 Mar 2026 00:00:00 +0000SecurityCloudflare reported a record DDoS attack of 31.4 Tbps for 2026. But the real change is elsewhere - 94% of login attempts come from bots, and 63% of those carry passwords already stolen.https://wearecoded.com/en/articles/isomorphic-isodde.htmlhttps://wearecoded.com/en/articles/isomorphic-isodde.htmlTue, 10 Feb 2026 00:00:00 +0000ScienceIsomorphic Labs showed IsoDDE - the system doubles AlphaFold 3's accuracy and finds hidden drug-binding sites from the protein sequence alone.https://wearecoded.com/en/articles/colorado-ai-act.htmlhttps://wearecoded.com/en/articles/colorado-ai-act.htmlSun, 01 Feb 2026 00:00:00 +0000ControlThe Colorado AI Act (SB24-205) was the first state AI law in the US. In May 2026 SB26-189 repealed and re-enacted those rules - the new automated decision-making regime takes effect on 1 January 2027.https://wearecoded.com/en/articles/unitree-5500-humanoids.htmlhttps://wearecoded.com/en/articles/unitree-5500-humanoids.htmlThu, 22 Jan 2026 00:00:00 +0000RoboticsUnitree confirmed it: over 5,500 humanoid robots delivered in 2025 (6,500+ built). The base G1 costs $13,500 - mass production at a price that changes the rules.https://wearecoded.com/en/articles/boston-dynamics-electric-atlas.htmlhttps://wearecoded.com/en/articles/boston-dynamics-electric-atlas.htmlMon, 05 Jan 2026 00:00:00 +0000RoboticsBoston Dynamics unveiled the fully electric Atlas for industry - more agile than ever (56 degrees of freedom), with a 2.3-meter reach and a payload up to 50 kg, and it swaps its own battery. First customers - Hyundai and Google DeepMind.https://wearecoded.com/en/articles/shopify-winter-26-agentic.htmlhttps://wearecoded.com/en/articles/shopify-winter-26-agentic.htmlWed, 10 Dec 2025 00:00:00 +0000CommerceShopify Winter '26: 150+ updates, Sidekick AI, and 'agentic storefronts' - your products pop up in ChatGPT and Perplexity without you touching a single integration.https://wearecoded.com/en/articles/spotify-prompted-playlists.htmlhttps://wearecoded.com/en/articles/spotify-prompted-playlists.htmlWed, 10 Dec 2025 00:00:00 +0000AudioSpotify launched prompted playlists: you describe in plain words what you want and set the rules yourself. It uses your entire listening history - all the way back to day one.https://wearecoded.com/en/articles/unesco-cultai-report.htmlhttps://wearecoded.com/en/articles/unesco-cultai-report.htmlTue, 25 Nov 2025 00:00:00 +0000CultureUNESCO has released a report from an expert group (CULTAI) on how AI is changing culture. The recommendation is clear: culture belongs in national AI strategies, not just technology.https://wearecoded.com/en/articles/agility-digit-100k-totes.htmlhttps://wearecoded.com/en/articles/agility-digit-100k-totes.htmlThu, 20 Nov 2025 00:00:00 +0000RoboticsAgility Robotics: Digit passed 100,000 totes in GXO's warehouse - the first humanoid to prove high-volume, reliable performance in real logistics.https://wearecoded.com/en/articles/figure-bmw-spartanburg.htmlhttps://wearecoded.com/en/articles/figure-bmw-spartanburg.htmlWed, 19 Nov 2025 00:00:00 +0000RoboticsFigure 02 finished 11 months on a live line at a BMW plant: 1,250+ hours, 90,000+ parts, a contribution to 30,000+ cars. Real work, not a demo.https://wearecoded.com/en/articles/adobe-generate-soundtrack.htmlhttps://wearecoded.com/en/articles/adobe-generate-soundtrack.htmlTue, 28 Oct 2025 00:00:00 +0000AudioAdobe Firefly launched Generate Soundtrack: AI creates fully licensed instrumental music, tailored to your video - commercially safe.https://wearecoded.com/en/articles/adobe-firefly-foundry.htmlhttps://wearecoded.com/en/articles/adobe-firefly-foundry.htmlTue, 28 Oct 2025 00:00:00 +0000DesignAdobe Firefly Foundry: companies train a private generative model on their own intellectual property - branded, protected, production-ready.https://wearecoded.com/en/articles/channel4-ai-voodesht.htmlhttps://wearecoded.com/en/articles/channel4-ai-voodesht.htmlMon, 20 Oct 2025 00:00:00 +0000CultureChannel 4 aired a show with a fully AI-generated presenter - face, voice and movement. The irony is deliberate: the show is about how AI is changing work. Their identity is revealed only at the end.https://wearecoded.com/en/articles/stripe-agentic-commerce-protocol.htmlhttps://wearecoded.com/en/articles/stripe-agentic-commerce-protocol.htmlTue, 30 Sep 2025 00:00:00 +0000CommerceStripe and OpenAI launched the Agentic Commerce Protocol - a common language between merchants and AI agents. Plus payment right inside ChatGPT, and your own stablecoins with a few lines of code.https://wearecoded.com/en/articles/microsoft-ai-materials.htmlhttps://wearecoded.com/en/articles/microsoft-ai-materials.htmlMon, 14 Jul 2025 00:00:00 +0000ScienceMicrosoft set AI loose on over 32 million candidate materials to find a new one that could cut lithium in batteries by up to 70%.https://wearecoded.com/en/articles/deepmind-gencast.htmlhttps://wearecoded.com/en/articles/deepmind-gencast.htmlWed, 04 Dec 2024 00:00:00 +0000ScienceDeepMind GenCast predicts weather and extreme conditions up to 15 days ahead - more accurate than ECMWF's leading system in 97.2% of cases, and on top of that, in eight minutes, on one chip.