Berkeley Paper: Teaching AI Research Agents to Forget Boosts Discovery

A UC Berkeley paper, "Scaling Discovery Requires Forgetting," tackles AI research agents stalling early during multi-day automated research, proposing forgetting as a way to escape mental ruts and improve performance to 39%.

2026-10-16 ~ 2026-10-16 · 3 related posts

• New paper: agents must "forget" to keep improving in days-long autoresearch runs — matei_zaharia · 2026-10-16
• Berkeley paper: making research agents forget boosts automated discovery by up to 39% — omarsar0 · 2026-10-16

1 near-duplicate retellings: rbhar90