Agents forget experiment history in long runs
Long autonomous runs lose track of earlier experiments, so the agent repeats dead ends and misses wins from past sessions.
Tier II · Emerging Problems that are still building up.
4 public reports · first reported 9 March 2026 · last reported 3 April 2026
What's going wrong
Users running the autoresearch agent for long sessions report that it loses track of earlier experiments once its history grows.
AI-assisted: written with the help of AI from the reports. The idea report has the full summary.
In the idea report
- The full summary.
- The products the 4 reports are about, and how many came each month.
- Related problems.
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