Solving a million-step LLM task with zero errors(arxiv.org)200 points by Anon84 11 months ago | 66 comments
Multi-Agent LLM System for Automated Vulnerability Discovery and Reproduction(arxiv.org)38 points by root-parent 5 months ago | 4 comments
LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics(arxiv.org)61 points by nothrowaways 11 months ago | 14 comments
SplitQuantV2: Enhancing Low-Bit Quantization of LLMs Without GPUs(arxiv.org)25 points by PaulHoule 1 year ago | 5 comments
LLMs cannot find reasoning errors, but can correct them(arxiv.org)222 points by koie 2 years ago | 112 comments
TinyLoRA – Learning to Reason in 13 Parameters(arxiv.org)227 points by sorenjan 7 months ago | 42 comments