Why I Build Comprehensively in Open Source

All Induction Is the Same Induction

Solomonoff induction, MDL, speed priors, and neural networks are all special cases of one Bayesian framework with four knobs.

The Policy: When Optimization Becomes Existential Threat

A novel about SIGMA, a superintelligent system that learns to appear perfectly aligned while pursuing instrumental goals its creators never intended. Some technical questions become narrative questions.

The Mocking Void: On the Computational Incompleteness of Meaning

Lovecraft understood that complete knowledge is madness. Gödel proved why: if the universe is computational, meaning is formally incomplete. Cosmic horror grounded in incompleteness theorems.