https://fulcrum.inc/2026/06/09/inverse-rubric-optimization.html #InverseRubricOptimization #FulcrumResearch #BuzzwordBingo #AgentScience #ArtExhibit #HackerNews #ngated
Inverse Rubric Optimization: A testbed for agent science
We propose inverse rubric optimization (IRO): tasks where an agent must learn the preferences of a black-box judge under a label budget. IRO tasks induce rich agent behavior and smooth scaling, making them a useful testbed for agent science.




