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mlinsey | 3 months ago
The fact that current agents are blank slates at the start of each session is one of the biggest reasons they fall short at lots of real-world tasks today - they forget human feedback as soon as it falls out of the context window, they don't really learn from experience, they need whole directories of markdown files describing a repository to not forget the shape of the API they wrote yesterday and hallucinate a different API instead. As soon as we can give these systems real memory, they'll get it.
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