LitPivot: Contextualizing Ideas Within A Changing Literature Landscape
A 17-researcher study found LitPivot proposals received higher expert ratings for literature grounding than proposals made with a text editor and AI chat tool.
A Closer Look At Anthropic’s Fuzz Testing And Proofs
Anthropic and Theorem report machine-checked proofs for 239 fuzz-test entry points, while warning the results cover specific compiled builds and assumptions.