LLMs act as probabilistic reasoning engines

Large Language Models do not ‘know’ facts; they predict the next highly probable token based on training distributions. Because they act as massive statistical models, they mirror how High-energy physics relies on massive statistical datasets.¹

Footnotes

1. Vaswani, A., et al. (2017). Attention Is All You Need. NeurIPS. ↩