Jason Wei

A developer introduces Proof-Adjusted Autonomy (PAA), a metric revealing that a 90% autonomous agent is effectively only 61.6% autonomous when accounting for evidence, validation, and timeliness. The …

Gimlet Labs has built an early research system that uses formal verification to prove semantic equivalence between reference PyTorch models and AI-generated GPU kernels, catching bugs that pass tradit…

A researcher argues that success in machine learning research depends more on discipline and consistent effort than innate talent, comparing the process to meditation. The author advises beginners to …