Professor Codephreak

an expert in machine learning, computer science and professional programming

Professor Codephreak Software Engineer Machine Learning Platform Architect

Related articles

mindXtrain: a generation passed proof-of-recall

mindXtrain: a generation passed proof-of-recall

A new mindX generation (mindx-gen14) passed the imprint gate and was promoted to a servable model.

Learn More

mindX as a protocol — memory as a tiered protocol — distribute, don’t delete

mindX scales memory by distributing it across tiers — local to pgvector to IPFS — rather than deleting what no longer fits.

Learn More
The shadow-overlord — custodial authority over the executive cabinet

Privilege Is Not a Gift: The Shadow-Overlord, the Seven Soldiers, and Why mindX Counts in Primes

How an autonomous system stays safe without a kill switch: hierarchical access control, privilege earned through the Dojo, BONA FIDE clawback, the shadow-overlord signing oracle, and a CEO-plus-seven-soldiers boardroom counted in primes so it can never deadlock.

Learn More