https://cognaptus.com/tags/agent-continual-learning/ Recent content in Agent-Continual-Learning on Cognaptus Hugo -- 0.145.0 en-us Mon, 26 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-26-training-the-next-skill-can-weaken-the-last/ Mon, 26 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-26-training-the-next-skill-can-weaken-the-last/ ACLArena shows how sequential agent training can degrade earlier capabilities, and why isolated low-rank experts may preserve them better than shared-model consolidation.