Single-pass Adaptive Image Tokenization for Minimum Program Search | What's the Kolmogorov Complexity of an Image?
Python implementation of block decomposition method for approximating algorithmic complexity
Repository for the Online Algorithmic Complexity Calculator
An Algorithmic Information Theory Library (And Information-theory broadly); Implements numerous approximations, estimations, as well as a comprehensive MC-AIXI Agent & Model Ensemble platform.
Repository for the Online Algorithmic Complexity Calculator
Official code repository for ICML'23 paper On the Complexity of Bayesian Generalization.
Algorithmic Information Dynamics with the R Language
An agent that searches for novel quantum universal gate set
Introducing Lossless Agentic Compression. We introduce a method, and codebase, for losslessly compressing files using (generative) AI Agents, and explore the implications that come with this. Furthermore, we propose a definition and generalizable measure of intelligence, extending classic works.
Visualizing Quantum Circuit Probability
Complete Implementation of Matt Mahoneys paper: "A Proposed Design for Distributed Artificial General Intelligence", Version 2.2. P2P Competitive Message Routing via approximated Kolmogorov Complexity.
A small program to explore Normalized Web Distance (NWD) with NCD
Informational interpretation of quantum mechanics, gravity, and cosmology based on coherence-driven compression. Includes a falsifiable adaptive-interference protocol.
Python implementation of block decomposition method for approximating algorithmic complexity
Capture the Heap state at specified intervals, and measure the compressed size thereof.
Algorithmic Information Theory Project - Reduce complexity with prime numbers
Algorithmic Information Theory by G. J. Chaitin 1987
A lay-readable book on the mathematics of optimal intelligence (Bayes, Solomonoff induction, AIXI), the specification problem, and what they imply about modern AI and alignment.
The Library: The Indifference of Description — Vol III of the Indifference suite. Algorithmic information theory followed to a single claim: there are no joints, only the cuts you make.
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