CMU and Microsoft Release AdaPRA, a Process-Reward Agent for Auditing Data Science Agents

Researchers from CMU and Microsoft introduced AdaPRA, a process-reward agent that adaptively scores and audits data science agents to fix workflow errors like insufficient exploration, weak validation, coding bugs, and poor budget use, making them more reliable.

2026-10-29 ~ 2026-10-31 · 2 related posts

• CMU and Microsoft's AdaPRA uses adaptive rubrics to cut data science agent errors — CarnegieMellonU · 2026-10-29
• AdaPRA: a process-reward agent with adaptive rubrics audits data science agents as they work — dan_fried · 2026-10-31