Machine Learning

Machine Learnability as a Measure of Order in Aperiodic Sequences

The original publication this post is based on can be found here: https://arxiv.org/abs/2509.18103. Research on the distribution of prime numbers has revealed a dual character: deterministic in definition yet exhibiting statistical behavior reminiscent of …

Generalising from Self-Produced Data: Model Training Beyond Human Constraints

The original publication this post is based on can be found here: https://arxiv.org/abs/2504.04711. Current large language models (LLMs) are constrained by human-derived training data and limited by a single level of …