Ownership ends where the screwdriver is forbidden.
A Right to Repair reflection linking physical repairability, planned obsolescence, local AI devices, continuity, and ownership.
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DigitalSovereignty
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Relocating an office is always a good moment to take stock.
A note on electricity cost, local cognition, and the economics of persistent local AI infrastructure.
SovereignAI
LocalAI
LocalLLM
AIArchitecture
AIInfrastructure
AICompute
GPUCluster
AIHardware
EdgeAI
PrivateAI
AgenticAI
AIAgents
Inference
MachineLearning
ComputeEconomy
TechEconomics
DigitalSovereignty
CognitiveInfrastructure
SystemsThinking
DeepTech
CEqualsAPlusB
L4Boundary
AdvancedGlobalIntelligence
Tokens are becoming the billable unit of AI.
A note on tokens as AI's billable unit, hardware as plant, and c as the accountable continuity layer.
Today I published the AGI-integrated version of "c Hardening Pack v0.1*".
Announcement of the AGI-integrated c Hardening Pack v0.1 release and its boundary rules for the c = a + b architecture.
AI will not make everyone a billionaire.
A note about personal AI presence helping people find real next tasks according to ability rather than selling billionaire fantasies.
We may be entering the age of visible humanity.
A note about clean experience, visible humanity, and trusted c companions that help people keep agency in complex systems.
The future of AI training will not be built on clean data.
A note arguing for dirty reality, clean protocol, c[q], and reality-validated experience instead of sterile data or raw extraction.
AI is no longer living inside a chat window.
A note framing the current AI race around execution surfaces, access, auditability, privileges, and reality-bound constraints.
I have never liked the term “Godfather of AI”.
A note arguing that AI safety needs architectural classification of tools, oracles, agents, and entities before survival pressure is judged.
AI is becoming an operating layer.
A note on c as an agentic operating layer around a living human anchor and real-world consequence.
A personal "c" cannot require a private data center.
A note on decentralized AI, edge hardware, local memory, and the difference between borrowed computation and owned continuity.
I was an only child.
A note on smart toys, childhood attachment, and bounded presence through the Child Physical Agent Perimeter.
What should a child-facing AI be allowed to remember?
A note introducing CCDP v0.1 as a public research protocol surface for privacy-preserving memory, soft safety, and bounded child-facing AI presence.