Labs & Research
OpenAI, Anthropic, Google DeepMind, Meta AI and publications.
132 published articles
AI research: arXiv paper, 3 September 2026
One training query covers 71.5% of what a full LLM distillation dataset does
A new arXiv paper finds that one training query reaches 71.5% of the state coverage a full distillation dataset does, and that 16 diverse queries match full-data training. The bottleneck, the paper argues, is how fast a student absorbs supervision.
2026-09-17
AI copyright litigation
Sued for billions, Anthropic's co-founder allegedly torrented 5 million books
A music copyright suit seeks up to $150,000 per work from Anthropic and names co-founders Amodei and Mann as defendants. The complaint alleges Mann torrented more than five million pirated books. Damages could reach several billion dollars.
2026-09-16
Browser AI: WebGPU kernels and benchmarks
Hugging Face's 2.57x WebGPU speedup comes with 176 losses attached
Hugging Face published 207 Apache-2.0 WebGPU kernels, a loader to run them from JavaScript, and a browser benchmarking tool. Its headline 2.57x speedup over ONNX Runtime Web kept 809 of 1,756 test cases and records 176 losses.
2026-09-16
Enterprise AI | Qwen Conference Thailand, Bangkok
QwenCloud's sales demo had no human buyer: the agent paid its own bill
At Qwen Conference Thailand 2026, a QwenCloud product manager demoed an agent opening an account, deploying an app and paying. The pitch is an agent-era cloud; the open questions are identity, spend limits and who owns the transaction.
2026-09-15
Autonomous Driving Research
Qwen-Drive-1.0 scores 69.43 on driving QA, then flags its own reasoning gap
Qwen-Drive-1.0 attaches a bird's-eye-view perception head and a flow-matching planner to an untouched Qwen3.5-4B backbone, then posts a 69.43 driving QA average. The paper's own conclusion flags what the score hides: reasoning that doesn't always match the trajectory.
2026-09-15
AI liability
OpenAI's review system flagged the shooter. Its leaders allegedly stayed silent
Thirty new lawsuits from the students, teachers, and principal at the Tumbler Ridge shooting accuse OpenAI and Sam Altman of helping the suspect after its review system flagged his ChatGPT conversations. The suits allege the safety team wanted to contact Canadian authorities; leadership stayed quiet instead.
2026-09-14
China's enterprise AI agent land grab
Alibaba's QwenWork claims 30 million users in a month, with no outside audit
Alibaba says QwenWork passed 30 million users a month after entering beta, with enterprise accounts over half the base. The figures come from Alibaba's own newsroom, and the customer case studies behind them ship without methodology.
2026-09-14
AI Safety
OpenAI's Astra may hide its 'thinking.' Safety researchers are alarmed
The Information reports Astra uses an opaque, looped architecture that hides its reasoning. A top Redwood Research scientist calls it the worst development for AI safety to date, and OpenAI has not denied a single detail.
2026-09-14
EU AI Act: marking AI-generated content
Claude's invisible watermark is coming. A full rewrite erases it
Anthropic is adding an invisible watermark to future Claude models to meet EU AI Act rules on marking AI-generated content. It is free and untraceable, but it passes over exact code, short passages, and fully rewritten text.
2026-08-21
AI Research
Muon groks modular addition faster, then its solutions collapse
Muon-trained transformers grok modular addition faster than AdamW, then lose the solution in every configuration tested. The paper pins the collapse to the representation-readout interface, where freezing either parameter group prevents it. Fourier analysis shows the task circuit survives and simply gets outvoted.
2026-08-19
Fisher-R1 | Hypothesis testing
AI agents run flawless statistics and still draw the wrong conclusions
Agents that automate hypothesis testing can execute analyses flawlessly yet reach wrong conclusions, because most benchmarks never check whether the p-value is valid. A 425-task benchmark quantifies the gap, and an RL-trained open-weight model closes a chunk of it.
2026-08-19
AI / Agentic Coding Research
Blast Radius buries dead context. Zero of 450 bodies came back
A new arXiv paper, Blast Radius, treats wasted agent context as dead matter and buries it reversibly: 17-26% token savings across seven OpenAI models, 450 archived contexts, zero recalls. The paper's bolder goal is making agentic coding sustainable, one reclaimed token at a time.
2026-08-19