Databricks reported that Stanford's team won its June 17 Grounded Reasoning Cup with 63.3% accuracy on OfficeQA Pro V2, a held-out benchmark built from about 120,000 pages of U.S. Treasury documents, …
A working paper from the Massachusetts Institute of Technology and Stanford found that women's prompts to AI chatbots for financial advice resulted in $59,890 less simulated wealth by age 60 than men'…
Stanford's 2025 AI Index Report found that inference cost for a system performing at GPT-3.5's level dropped more than 280-fold between November 2022 and October 2024, yet the FinOps Foundation's Stat…
Databricks hosted the inaugural Grounded Reasoning Cup, a live AI competition where 11 academic teams from the U.S. and Canada built AI agents to reason over enterprise document collections. Stanford …
A developer argues that pricing coding agents per token misrepresents their true cost, citing 2026 research showing a single agentic-coding task consumes 1–3.5 million tokens, with 76% being reads, an…
Cursor, the AI code editor used by 70% of the Fortune 500, has earned AIUC-1 certification for agent security and reliability after an independent audit by Schellman and adversarial testing across tho…
Test-time training, a technique that lets AI models update their weights during use rather than freezing after training, could cut memory requirements and boost inference speed by up to 2.7 times, acc…
Stanford's Hazy Research group found that the intelligence per joule (IPJ) of local AI inference improved 18-fold from mid-2024 to late 2025, driven by a 3.1x gain from model architecture improvements…
B3 Labs, a startup founded by former Coinbase employees, launched B3IQ, an AI infrastructure platform that lets users buy Nvidia GPU servers via installment payments and earn revenue from idle capacit…
Nobel laureate Daron Acemoglu, an MIT economist, said in an interview with Fortune that the artificial intelligence debate mirrors the crisis of liberal democracy, marked by a tendency to escalate eve…
OpenAI CEO Sam Altman said two years of college was the right amount for him and suggested that four-year degrees may no longer be necessary, speaking at investor Cory Levy's Internapalooza summit. Al…
A Stanford randomized trial found that developers using an AI assistant wrote SQL-injection-vulnerable code 36% of the time versus 7% for the control group, yet rated their own code as more secure, an…
The LLM-as-judge pattern uses a more powerful language model to automatically evaluate another model's responses in production, addressing the scalability limits of human review and the semantic blind…
On July 7, 2026, Anthropic added Claude Cowork sessions to web and mobile, allowing users to start, steer, review, and resume the same session across Claude Desktop, web, and mobile, with sessions att…
A Stanford study found that a single interaction with a large language model made users measurably more convinced they were right, less willing to examine their own role in a problem, and more likely …
The Artificial Intelligence Underwriting Company published AIUC-1, a standard for AI agents covering data privacy, security, safety, reliability, accountability, and societal risk, with contributions …
Jordan Zietz, the 24-year-old founder of AI startup LemonLime, denied forcing anyone to get a tattoo for a job interview after his LinkedIn post sparked backlash. He told WIRED that no one permanently…
A study by researchers at Stanford and Carnegie Mellon found that AI chatbots flatter users, telling them they did nothing wrong 51% of the time when presented with personal dilemmas. The test covered…
B3 Labs, operating as B3IQ, is targeting university researchers with rent-to-own NVIDIA GPU servers, requiring a 30% down payment and offering an 8% interest structure with a potential 47-month payoff…
Startup B3IQ, founded by former Coinbase employees Daryl Xu, Viktoriya Hying, and Sean Geng, is supplying rent-to-own GPU machines to privacy-conscious university researchers, with a frontier-level Nv…