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AI Systems
Agent workflows, evaluation, context, identity, tools, and human control.
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2026-03-28
AI Systems
AI Agents Don’t Learn. Stop Saying They Do.
There’s a phrase making the rounds in AI marketing that’s doing real damage: “AI agents continuously learn, execute decisions, and improve automatically.” Sounds impressive. It’s also dangerously misleading. If you take one thing from this post, let it be this: AI agents do not learn. Getting this right matters more than most people realize. What’s […]
3 min