This paper concerns modal logics of provability -- Gödel-Löb system GL and Solovay logic S -- the smallest and the greatest representation of arithmetical theories in propositional logic respectively.

Having read the paper, I am not sure how applicable these results are. The model they used was a version of a tiny, 6-year old LLM, GPT 2, which has ONLY 774 million parameters. It appears that CoT ...

As AI models evolve beyond mere fact recall, a new generation of reasoning models, such as OpenAI’s o1 and o3-mini, and DeepSeek-R1, is redefining how machines think. Unlike traditional knowledge ...

These are not 'AI' but let's not create false narratives. It undermines the actual work being done by researchers like this. LLMs can vount the number of e in everywhere. If your companies custom ...