It has been recently demonstrated that optimal neural networks operate near the asymptotic edge of chaos for state-of-the-art feed-forward neural networks, where its generalization power is maximal...

The inherent probabilistic nature of Large Language Models (LLMs) introduces an element of unpredictability, raising concerns about potential discrepancies in their output. This paper presents a no...

Large Language Models (LLMs), exemplified by GPT-4, have transcended traditional boundaries in language processing, demonstrating remarkable capabilities in understanding and generating nuanced tex...