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Continual Learning with .md

Continual Learning with .md

Apr 14, 2026 AI & Machine Learning
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Continual Learning with .md

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I have a proposal that addresses long-term memory problems for LLMs when new data arrives continuously (cheaply!). The program involves no code, but two Markdown files.For retrieval, there is a semantic filesystem that makes it easy for LLMs to search using shell commands.It is currently a scrappy v1, but it works better than anything I have tried.Curious for any feedback!

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