https://arxiv.org/abs/2507.23726
LLMs have demonstrated strong mathematical reasoning abilities by leveraging reinforcement learning with long chain-of-thought, yet they continue to struggle with theorem proving due to the lack of clear supervision signals when solely using natural language. Dedicated domain-specific languages like Lean provide clear supervision via formal verification of proofs, enabling effective training through reinforcement learning.
Importance of next-level modelling with full-spectrum and networked quantum computing.
https://oliverbatemandoesthework.substack.com/p/the-work-of-plagiarism-and-the-work
Drive facing forward occasionally and not through sole use of rear-view mirror.
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