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

arXiv:2504.04711v3 Announce Type: replace Abstract: Current large language models (LLMs) are constrained by human-derived training data and limited by a single level of abstraction that impedes definitive truth judgments. This paper introduces a novel framewor