TEPA: Revoking Stale Memories for Conflict-Robust Language Agents
The episode discusses the paper 'TEPA: Revoking Stale Memories for Conflict-Robust Language Agents,' which shows that append-only memory systems fail when facts change, causing memory pollution. The hosts explain TEPA's lifecycle states (active, hypothesis, revoked) and its success in experiments, where it outperforms no-memory baselines during regime reversals.