Visual Experience Capsules (VXCX) - Why "what you see" matters more than pixels
A note introducing VXCX v0.1 as an L2 protocol for sharing visual experience capsules without transmitting raw pixels by default.
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A note introducing VXCX v0.1 as an L2 protocol for sharing visual experience capsules without transmitting raw pixels by default.
A note that the EU AI Act is arriving as a compliance timeline and evidence discipline, with embodied systems making responsibility procedural.
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.
A case that perfect obedience is a safety failure mode and that L4 constraint stacks matter more than fast compliance.