Thoughts

An Archive of sketches developing ideas.

It is a governance layer that constrains the AI to testable properties. So the A

It is a governance layer that constrains the AI to testable properties. So the AI cannot find a linguistic pathway through the latent space that violates those constraints, and can

This is a grammatical problem, and a logical problem. 1) A state of nothing cann

This is a grammatical problem, and a logical problem.1) A state of nothing cannot be brought into existence.2) Nothing means ‘relatively’ – meaning nothing persistent within existence.3) The universe and

Overlay (“Governance Layer”) Performs constraint, closure, decidability

Overlay (“Governance Layer”) Performs constraint, closure, decidability. Source date (UTC): 2025-11-21 14:58:20 UTC Original post: https://twitter.com/i/web/status/1991883884032909650

Edward. Clarity. This is one of the many reasons I love you. 😉

Edward. Clarity. This is one of the many reasons I love you. 😉 Source date (UTC): 2025-11-21 06:37:25 UTC Original post: https://twitter.com/i/web/status/1991757828164571172

FWIW: The only criticism I have of him is that his methodology does not and prob

FWIW: The only criticism I have of him is that his methodology does not and probably cannot (without work) compensate for the degree of and quality of information available to

If you were strapped in chair in a sensory deprivation chamber, or blind and dea

If you were strapped in chair in a sensory deprivation chamber, or blind and deaf like Hellen Keller, and could only talk to people by microphone and headphones, but were

We have run Runcible on other models but it doesn’t really matter since our busi

We have run Runcible on other models but it doesn’t really matter since our business model is to license it to foundation model producers rather than compete in the model

WHY RUNCIBLE IS THE MISSING AI LAYER Runcible does what LLMs cannot: – imposes c

WHY RUNCIBLE IS THE MISSING AI LAYERRuncible does what LLMs cannot:– imposes constraint and closure,– forces adversarial falsification,– evaluates reciprocity and coercion,– models demonstrated interests,– tests for constructability and possibility,–

Distillation of Existence Into Linguistic Measurements

Distillation of Existence Into Linguistic Measurements Source date (UTC): 2025-11-21 04:11:07 UTC Original post: https://twitter.com/i/web/status/1991721006956966404

FRONTIER MODELS ARE A COMMODITY. They are trying to add features to compensate f

FRONTIER MODELS ARE A COMMODITY.They are trying to add features to compensate for failing to produce constraint, closure, and decidability. There is no alternative to our Governance Layer. Run it,

THE CONTRARIAN POINT INVESTORS MISS Everyone else is trying to make LLMs more he

THE CONTRARIAN POINT INVESTORS MISS Everyone else is trying to make LLMs more helpful.We are making them correct. Everyone else treats hallucination as a bug.We treat it as a structural

EVERY LLM REQUIRES OUR RUNCIBLE GOVERNANCE LAYER –“LLMs cannot provide decidabi

EVERY LLM REQUIRES OUR RUNCIBLE GOVERNANCE LAYER–“LLMs cannot provide decidability in possibility, reciprocity, or truth because their architecture lacks the closure, constraints, falsification tests, and liability conditions required for adjudication.

ZEIHAN’S AI CHIP BLACK PILL

ZEIHAN’S AI CHIP BLACK PILL… Source date (UTC): 2025-11-21 00:59:26 UTC Original post: https://twitter.com/i/web/status/1991672768224719194

The RAG service is the memory and rulebase behind the Runcible governance layer.

The RAG service is the memory and rulebase behind the Runcible governance layer.It transforms the books into a queryable, authoritative body of law and logic from which the AI must

no. just sharing someone else’s to generate thoughts

no. just sharing someone else’s to generate thoughts… Source date (UTC): 2025-11-20 19:08:28 UTC Original post: https://twitter.com/i/web/status/1991584447406436655

No this is exactly what *we* want. Neither of us is a majority set of users. The

No this is exactly what *we* want. Neither of us is a majority set of users. The REVENUE that comes from you doesn’t cover their costs. It comes from paying

Just in my lifetime

Just in my lifetime…. Source date (UTC): 2025-11-20 17:50:54 UTC Original post: https://twitter.com/i/web/status/1991564927753138643

@grok please define ‘hierarchical recursive memory’

@grok please define ‘hierarchical recursive memory’. Source date (UTC): 2025-11-20 17:19:58 UTC Original post: https://twitter.com/i/web/status/1991557140058894550

Every discipline requires terms. Most disciplines increase the specificity of a

Every discipline requires terms. Most disciplines increase the specificity of a term for their contexts. I cannot define terms in every post. My work spans volumes. And it takes at

Yes. all disciplines rely on terminology

Yes. all disciplines rely on terminology. Source date (UTC): 2025-11-20 14:09:22 UTC Original post: https://twitter.com/i/web/status/1991509174308794754