Stanford is a research university in California whose researchers frequently publish AI work. Recent coverage includes TokenGate, an attention method developed with UC Berkeley that speeds up long-context prefill by up to 11.3x, and Hybrid Reasoning Agents, built with Together AI, UIUC and Meta, which scored about 10% higher on math, science and medicine tests. A federal judge also ruled Anthropic trained Claude on pirated books by over 10 Stanford professors, and Chris Piech launched a free Probability for AI course.
Judge Rules Anthropic Trained Claude on Pirated BooksIn a May 2026 lawsuit, a federal judge ruled Anthropic illegally pirated and scraped books by over 10 Stanford professors to train Claude, while training on legally acquired books counts as fair use. The $1.5 billion Bartz settlement went to authors and publishers of nearly 500,000 works; some authors call it insufficient and filed a separate suit.
Stanford, Berkeley introduce TokenGate attention methodResearchers from Stanford and UC Berkeley introduce TokenGate, a token-gated attention mechanism that makes long-context prefill up to 11.3x faster, potentially reducing compute costs for long-text inference.
Stanford et al. unveil Hybrid Reasoning AgentsA new paper from Stanford, Together AI, UIUC and Meta introduces Hybrid Reasoning Agents, which reason mostly in a hidden internal space and emit text only to use tools or give the final answer, making them faster and cheaper. On math, science and medicine tests they score about 10% higher, use half the tokens and run twice as fast.
Sisters launch AI dating advice startup Hot Girl HotlineTwo sisters founded Hot Girl Hotline, offering young women AI-driven personalized dating and relationship advice with a focus on safety and avoiding emotional dependency. The founders say they are not building an AI companion, as general-purpose chatbots handling personal topics have already sparked lawsuits.
AI system Ataraxos beats top human Stratego playerAtaraxos, built by researchers from Carnegie Mellon, NYU, Stanford and MIT for under $8,000, decisively beat the best Stratego player ever, mastering the imperfect-information board game. Google DeepMind fell short in 2023 despite a multimillion-dollar budget.
Stanford accused of violating AI policy in adA Hacker News discussion says Stanford violated its AI policy after race-swapping students in an ad. The post includes a discussion link; the original article failed to load due to a technical issue.
Stanford R&DE used AI to race-swap students in adsStanford Residential & Dining Enterprises used AI to change students' races and alter faces and body shapes in ads, according to The Review. Student Billy Ramirez said he was removed from a photo and replaced by an AI-generated Black woman, feeling erased from a representation meant to include him.
Stanford launches free Probability for AI courseStanford professor Chris Piech launched a free online course, Probability for AI, starting Oct 9 with applications due end of September. The course aims for a 1:10 volunteer-teacher-to-student ratio, has attracted 1,000+ volunteer teacher applicants, includes interactive assignments and teaching tools, and is funded by an alum covering servers and tools.
The A.I. Daily