2026-08-27
The most important point in Jerry Tworek's new interview is not his estimate that human researchers may stop being a meaningful part of AI research in roughly two years.
A historical commentary on Jerry Tworek's interview, agent-driven research acceleration, and the growing importance of provenance, custody, and continuity.
2026-08-20
We May Be Solving AI Safety at the Wrong Level
A historical commentary on multi-agent experiments and the institutional layer required above individually aligned agents.
2026-07-13
Silicon Valley, 2026:
A comparison of Ferrari, Porsche, and taxi metaphors for enterprise AI costs, ownership, model routing, token meters, and privacy.
2026-07-04
How to install c
A practical local-first installation path toward a governed local c-node candidate with local memory, bounded agents, oracle routing, witness logs, and human-controlled stop and freeze paths.
2026-07-01
I think we are misnaming what is happening in AI.
An argument that AI's bubble phase will leave behind local, private, governed infrastructure of continuity rather than model-centric AGI.
2026-06-08
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.
2026-03-16
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.
2026-03-09
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.
2026-03-08
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.
2026-03-07
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.
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.
2026-02-07
From Better Chat to Stable Presence
A case that stable agent presence requires continuity, constraints, and durable audit trails rather than better chat alone.
2026-02-06
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.