A library needs a way back to the source
Build a searchable archive with preservation manifests and source provenance. Test retrieval against corrections, changing facts, and the original record.
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Knowledge Systems.
Make a little room for a new idea. Search the collection or follow a subject that interests you.
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Shared memory needs room for disagreement
Preserve sources and corrections in shared AI memory. Test changing state, repeated claims, and memory poisoning before trusting a retrieved answer.
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