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Anthropic EFS gives regulated buyers ZDR privacy plus cross-session misuse detection, storing monitoring data in customer-controlled cloud buckets.
OpenAI's Astra reportedly uses recurrent depth, an opaque reasoning technique — and safety researchers fear scaling it could end model monitoring.
From a $300M Series A to a $3.2B valuation in five months — AfterQuery is YC's fastest unicorn ever. Expert-reasoning data is the bet.
Claude Fable 5.1 doubles down on long agentic work — 52.6% on Terminal-Bench-Science — and cache reads drop 75%. Mythos 5.1: same model, looser guardrails.
Malaysia spent two years building AI infrastructure on foreign silicon. Now sovereignty is no longer academic — it is a procurement decision with a deadline.
Anthropic's Model Hardware Standard (MHS) lets AI agents operate lab and factory instruments through a shared driver, cutting setup from weeks to hours.
Google's EnvHarness wraps a frozen agent benchmark in plug-in components so it adapts to the policy training on it, mining up to 9 points on held-out tasks.
The ggml.ai team behind llama.cpp joins Hugging Face. The runtime stays 100% open source, and the transformers-to-GGUF bridge is about to get much shorter.
Z.ai and Qwen shipped near-identical hybrid LLM architectures within a day: 3:1 linear attention, a 2048-token sparse budget, four gated residual streams each.
Meta's $18B settlement shields it from future COPPA suits — in exchange for training age-detection on kids' data. Why the fine print matters.
At a Shanghai carnival, humanoid robots did martial arts and made coffee — while China quietly took 90% of global humanoid production.
OpenAI's first custom inference chip Jalapeño delivers 1.5–1.9x more work per watt and up to 3.6x lower latency than Nvidia Blackwell in early benchmarks.