Harvard and MIT Propose FINSKILLOPS: Financial AI Agents That Learn Safely from Failures

Harvard, MIT and other institutions published FINSKILLOPS, a self-evolving multi-agent system for SEC filing Q&A. It turns failures into skill patches guarded by regression tests, letting financial AI agents improve continuously without breaking existing correct behavior.

2026-09-22 ~ 2026-09-22 · 2 related posts

• Harvard/MIT paper FINSKILLOPS makes financial AI self-improve via regression-tested skills — rohanpaul_ai · 2026-09-22
• Harvard-MIT's FINSKILLOPS turns LLM failures into regression-tested skill patches — rohanpaul_ai · 2026-09-22