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Sounds interesting, would like to learn more about this. How do you imokement the scoring layer and when and how is it invoked?
by uxcolumbo 7mo ago
Sounds interesting, would like to learn more about this.
How do you imokement the scoring layer and when and how is it invoked?
- silentsvn 7mo agoThe scoring layer sits between ingestion and storage. Incoming items get evaluated on a few axes: source reliability (did the agent observe this directly or was it told?), semantic distance from existing memories, and recency weighting for time-sensitive facts. Contradiction detection runs as a separate step - we embed the incoming memory, similarity-search against existing ones, and score the pair for logical consistency. If it trips a threshold, it gets stored with a conflict flag and a link to the contradicting memory rather than silently overwriting. The agent sees both during retrieval and reasons about which to trust in context. Sounds like overhead but it's fast — the scoring is a simple feedforward pass, not another LLM call.