Max Tegmark
Professor of Physics, MIT | President, Future of Life Institute | Author of Life 3.0
Verified Proof of Work Artifacts
2 items catalogedEach artifact below represents an authenticated research publication, production code repository, or technical architectural framework directly authored or co-created by Max Tegmark. Every entry undergoes editorial source verification.
The Representation of Truth & World Models in Large Language Models
Discovered that large language models build linearly readable internal representations of truth and physical space/time, demonstrating that models do not merely emulate shallow stochastic parrots but construct coherent world models.
Probes capture model belief states which can diverge from actual external physical reality.
AI Feynman: A Physics-Inspired Method for Symbolic Regression
Developed AI Feynman, a recursive neural network algorithm combining dimensional analysis, symmetry detection, and polynomial decomposition to discover exact symbolic mathematical laws from raw scientific experimental data.
Exponential complexity scaling in high-dimensional systems without clear separability or symmetries.