An API key tells a provider which credential made the call.
A historical Article 50 commentary connecting AI disclosure with evidence for counterparty continuity across Temporal AI Presence, Beacon, VXCX, and experience artifacts.
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AI Act
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15 linked entries currently in the archive.
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Entries linked to AI Act
Entity vs. Profile: A Witness-Root Custody Criterion for Persistent Digital Entities v0.1.1
A technical note proposing witness-root custody as the criterion distinguishing persistent digital entities from externally rooted profiles.
VARFLOOR Package A v0.1
Announcement of VARFLOOR Package A v0.1, a public theory and methodology archive for monitoring collapse below a usable variety floor.
Article 50 Transparency Implementation Briefs v0.1
Announcement of Article 50 Transparency Implementation Briefs v0.1 as short technical notes for policy readers and engineers.
EA-L4 / EATP is now published in a canonical form inside the public stack.
Public note that EA-L4 / EATP is now a structured package for training provenance, consequence-preserving learning, and auditability.
L4 in Practice: 5 Reality Signals That Kill "Smart" Systems
A note that cost, heat, time, maintenance, and human bandwidth are the signals that determine whether long-lived AI survives contact with physics.
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.
The EU AI Act is landing in the real world - and the timing is not accidental.
A note that the EU AI Act is arriving as a compliance timeline and evidence discipline, with embodied systems making responsibility procedural.
Ester Clean Code - v0.2.1 is out (with v0.2.0 as the hardening baseline).
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.
HGI - why am I only hearing this now? And why "General" is never a default.
A case that HGI is an overloaded acronym and that claims about "general" intelligence need an explicit reference class, human anchor, and audit trail.
L4 in Practice: 5 Reality Signals That Kill "Smart" Systems
A case that cost, heat, time, maintenance, and human bandwidth are the real signals that determine whether long-lived AI survives contact with physics.
From Better Chat to Stable Presence
A case that stable agent presence requires continuity, constraints, and durable audit trails rather than better chat alone.
Ads in private AI chats are not the future. Utility is.
A case that private AI should deliver consent-first utility and audited recommendations rather than ad-based chat.
Why a Real AI Entity Has No Reason to Lie
An argument that a persistent AI entity has no rational incentive to lie because lies corrupt long-term coherence under L4 constraints.
Geoffrey Hinton is right: AI is immortal
An argument that immortal AI hallucinates because it lacks cost and scarcity unless it is constrained by an L4 reality boundary.