AI infrastructure security took center stage today as researchers revealed AgentJacking — a novel supply-chain attack that exploits public Sentry keys to hijack coding agents like Claude Code and Cursor. Meanwhile, Tesla quietly filed a "MEGAPOD" trademark hinting at turning its Supercharger network
Google DeepMind dropped a bombshell with a 57-page ASI roadmap, formally defining Superhuman AI as output exceeding tens of thousands of top experts working for a decade. Meta AI released SAGE-OPD, a selective distillation framework that boosts agent task success rates by 13.3% — a practical fix for
The clearest narrative in 2026-W25: open-source model frontiers have shifted from catching up to running alongside closed-source models — and in some dimensions, surpassing them. Four models launched this week: GLM-5.2, DeepSeek-V4, Nemotron 3 Ultra, and Ling-2.6. Parameter counts range from 284B to 1.6T, all support 1M token context windows, and all are open-source. Community benchmarks and independent analysis report that these models now match GPT-5.5 and Opus 4.8 on knowledge work, coding, and scientific reasoning — and are cheaper. The second theme: Agent infrastructure is moving from scattered tools to platforms. Amazon Bedrock AgentCore Harness went GA — two API calls to deploy a production-grade Agent. Cursor launched Origin, a Git replacement designed for Agent workloads. Meanwhile, Agent evaluation methodology is shifting from aggregate leaderboards to predictive validity — an IBM paper directly challenges whether static leaderboards transfer to deployment scenarios. The third theme: micro-innovations in inference efficiency are accelerating. Pine AI proposes an editable/composable KV cache paradigm, reducing p90 TTFT by 53–398x. LMSYS used SGLang-JAX to optimize a 1T-parameter MoE model on TPUs, cutting prefill by 53%. Jeff Dean published the evolution of TPUs from v2 to Ironwood — 30x energy efficiency gains. The combination of hardware and algorithm innovations is making 1M token inference economically viable. Additionally, regulatory tensions escalated sharply this week — Anthropic restricted use of the Fable model, then the US Commerce Department imposed export license requirements on Fable and Mythos. Andrew Ng argues this will accelerate the AI sovereignty movement. Healthcare also saw multiple product-level advances, from rare disease diagnosis to full-body ultrasound CT.
AI hit a major inflection point today. DeepSeek dropped DeepSeek-V4, a 1.6T MoE model that slashes long-context costs by 3.7x and beats GPT-5.4 — all open-source. Meanwhile, Subquadratic claims to have cracked the O(n²) attention bottleneck, and GLM-5.2 is now the first open model that independent d
AI hit multiple inflection points today. Anthropic's Claude Opus 4.7 autonomously controlled a robot 20x faster than humans, while Qualcomm is reportedly acquiring Tenstorrent for $8-10B to challenge NVIDIA's inference dominance with RISC-V. Noam Shazeer — one of the "Attention is All You Need" auth
AI hit multiple inflection points today. Noam Shazeer, co-author of the original Transformer paper, left Google for OpenAI — a decade-long pursuit finally realized. Vercel launched its eve agent framework with a full stack of components, while AWS and Hugging Face both unveiled critical agent infras
Today marks a seismic shift in AI infrastructure and industry structure. SpaceX acquired Cursor for $60B in the largest startup M&A of 2026, signaling AI coding tools have become critical infrastructure. On the model front, Zhipu AI open-sourced GLM-5.2 (744B params, MIT license) topping the Artific
AI reshaped the tech landscape today: SpaceX acquired Cursor for $60B — the largest startup M&A deal of 2026, signaling AI coding tools are now critical infrastructure. Meanwhile, AI CEOs sat alongside world leaders at the G7 summit lunch, marking the industry's formal entry into geopolitics. NVIDIA
AI's infrastructure layer is maturing fast today. AWS MCP Server hit general availability, giving developers a standardized way to connect AI agents to cloud services. The auth.md protocol launched to solve the growing authentication headache for MCP-based tools, while Microsoft's SkillOpt formalize
AI safety and efficiency dominated today's headlines. US authorities suspended Anthropic's most advanced Claude models — Fable 5 and Mythos 5 — with co-founder Andrej Karpathy reportedly barred from accessing them due to citizenship status. Meanwhile, AMD's Ryzen AI Max+ 395 launched with 128GB shar