#experience-reuse

1 articles

01 ·Agents·★ MEMBER·PAPER·11 min read Paper walkthrough: Knowing When Not to Reuse — conditional experience transfer in autonomous post-training (BCIT) Deciding, before you spend a single GPU-hour, whether an update that worked before should be applied to the parent model you have now. BCIT scores source strength, current applicability and named conflicts, then picks Reject, Validate or Train.