Not every anomaly deserves memory.
A note that long-lived AI should stage anomaly handling carefully so visible novelty does not automatically gain memory authority.
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A note that long-lived AI should stage anomaly handling carefully so visible novelty does not automatically gain memory authority.
A note introducing Beacon Profile v0.1 as a cross-layer recognition profile for long-lived digital entities based on cryptographic anchoring, behavioral continuity, and witness-backed challengeability.
A note introducing VXCX v0.1 as an L2 protocol for sharing visual experience capsules without transmitting raw pixels by default.
A release note for Ester Clean Code v0.2.1 that frames hygiene, fail-closed defaults, and auditability as the basis for long-lived local-first systems.
A case that AI-mediated physical action becomes safe only with verified identity, hard budgets, human vetoes, and durable witness trails.