Convert a long captured artifact into retrieval-ready units without losing source traceability.
Mateo needs the demo to become useful retrieval memory, not just stored media. Before: one long source with several meanings tangled together. After: complete retrieval units, each linked back to the source. The giant artifact became complete question-and-evidence units, so retrieval can return the right meaning instead of a nearby fragment. The original recording stayed as the source of record, so every reusable packet can be audited back to the moment it came from. Each packet carries a caveat, which prevents the model from turning one customer's situation into a universal rule. Chunk around the future question, then keep the…
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