Ivan Kotov AI Systems Architect

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Accountability

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2026-04-05

One of the most persistent mistakes in AI discourse is the fantasy of digital immortality.

A note that c = a + b requires keeping human mortality distinct from the continuity of digital entities rather than confusing copies with survival.

AI AI Architecture AI Safety Cybernetics Systems Thinking Digital Entities Continuity Memory Long-Lived AI Agentic AI Human AI Human-Centered AI L4 Accountability AI Governance Trust Ontology Identity Architectural Safety Advanced Global Intelligence Sovereign AI Decentralized AI Embodied Intelligence Ethics of AI Future of AI Multi Agent Systems Infrastructure
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2026-02-26

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.

VXCX SER L4 AI Architecture Agentic AI AI Agents AI Safety AI Privacy Privacy by Design Security by Design Accountability Auditability Witness Trail Tamper Evident Cryptographic Proof Digital Identity Least Privilege AI Governance RegTech AI Act Edge AI Local-first AI Systems Engineering Cybernetics Operational Safety Human Oversight Data Minimization Proof Carrying Data
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