Research2h ago
Compression Theory Links Prediction To Intelligence
The Hutter Prize posits that the ability to compress data is mathematically equivalent to predicting the next token. This theoretical framework suggests that perfect compression requires a perfect model of the world. Practitioners should view LLM training as a massive compression exercise. It simplifies the goal of intelligence into a measurable data efficiency problem.