AI Tech Publishing
Apr 8, 2026 · Artificial Intelligence
How Model, Harness, and Memory Enable Continual Learning for AI Agents
The article breaks down AI agent continual learning into three layers—model, harness, and context—explains their distinct challenges, shows how traces link them, and argues that focusing on harness and context yields faster, more practical improvements than merely retraining models.
AI agentsContinual Learningcontext memory
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