The RaceCompanies, models and money
The LabResearch, benchmarks and safety
Labs Say Agents Can Do Research. A Test Says No.
Princeton and the UK AI Security Institute gave Claude Opus 4.8 six days, $3,000 and a GPU budget to write two AI papers from scratch -- the human authors who had spent months on the same questions reviewed them and rejected both, one 'Strong Reject'.
The WorkbenchTools and agents