Solomonoff Induction

Browse posts by tag

October 8, 2025

DreamLog: Logic Programming That Dreams to Improve Itself

A revolutionary logic programming system that alternates between wake and sleep phases—using LLMs for knowledge generation during wake, and compression-based learning during sleep. DreamLog implements Solomonoff induction: the shortest explanation is …

February 19, 2024

Approximations of Solomonoff Induction

I experiment with simple predictive / generative models to approximate Solomonoff induction for a relatively simple synthetic data-generating process.

statistics machine learning inference