AI is slowly outgrowing the old language used to describe it.
A note that AI is moving from a product story to an industrial stack, and then toward a bounded coexistence layer between humans and infrastructure.
Diary tag
AI Agents
Canonical diary tag page generated from normalized source tags.
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You can't "take AI away" anymore. So we need circuit breakers, not slogans.
A note that AI dependency is already embedded in daily habits, so safety now depends on constraints, breakers, and local continuity rather than blanket bans.
AI isn't "expensive." It's becoming infrastructure.
A note that AI now behaves like infrastructure load, making local continuity, revocable cloud use, and constrained operation more important than model size.
When tokens become electricity, "terms of use" become physics
A note that machine-paced agent loops turn token access into infrastructure, demanding local continuity, budgets, and revocable cloud dependencies.
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
From Better Chat to Stable Presence
A case that stable agent presence requires continuity, constraints, and durable audit trails rather than better chat alone.
Advanced Global Intelligence
L4
SER
AI Safety
Agentic AI
Autonomous Agents
AI Agents
AI Governance
AI Compliance
Risk Management
Trustworthy AI
Accountable AI
Human Oversight
Transparency
Explainability
Auditability
AI Audit
AI Assurance
Audit Trail
Evidence Trail
Decision Register
Provenance
Identity
Attribution
Cryptography
Security Engineering
Secure by Design
AI Act
RegTech
GRC
Systems Architecture
Distributed Systems
Edge AI
Local-first AI
Confidential AI
Cybernetics
Systems Thinking
An AI paid a human to hold a sign. Funny - and also a boundary crossing.
A case that AI-mediated physical action becomes safe only with verified identity, hard budgets, human vetoes, and durable witness trails.