shared learnings

Research & Blog

The Difficulty of Creating Hard, Fair, and Valid Benchmarks Breaking a frontier model is no longer the hard part. Finding a failure that is hard, fair and valid at the same time is. → Plot Twist Bench Do frontier models actually understand video? Plot Twist Bench is a video perception benchmark of 48 curated multiple-choice questions, made by Vetto. → ProgramBench Vetted Reverse engineering from a runnable binary, rebuilt with explicit verification controls → GulliBench GulliBench: Intelligence Isn't Enough. Measuring Skepticism in Frontier Models. → Terminal Tasks v1.0 Introducing Computer Anthology →