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.
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Edge AI
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12 linked entries currently in the archive.
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Entries linked to Edge AI
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.
Data harvesting is not "inevitable". It's a design choice.
A note arguing that raw data should stay local while structured experience, not private exhaust, becomes the export surface for AI learning.
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.
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.
AI Infrastructure: Why the Future Is Neither Cloud-Only nor Garage-Only
A case that local AI cores and decentralized networks solve different layers of durable AI infrastructure and are strongest together.
Why ASICs, Decentralized AI, and a Rack in the Garage Are the Same Story
A case that ASIC trends, decentralized AI, and private racks all point to stable cognitive infrastructure rather than benchmark-driven compute.
Why I'd Put an AI Rack in My Garage
A case for private cognitive infrastructure at home built for continuity, stability, and long-lived local AI entities rather than gaming benchmarks.
NVIDIA Didn't Pivot. NVIDIA Looked Ahead.
A case that NVIDIA's cheaper inference, distillation, and specialized models support horizontal cognition for persistent entities like Ester.