Your AI Agent Keeps Making the Same Mistakes - Sparsh Jain, CentralAgent AI

Offers a memory design with note lifecycle, deactivation and scheduled forgetting to stop agents repeating mistakes, rather than just appending context.

• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
• context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.

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