AIHacker Noonabout 7 hours ago
Agent Memory vs Learning: Classify Before You Change
9 min read
AI agents must separate memory from learning to avoid misapplying user corrections. A system should classify events as preferences, temporary exceptions, or workflow failures before changing behavior. Changes need versioning, monitoring, and rollback. The article was commissioned by Macaron.im and references Mind Lab's research on experiential intelligence.
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