Hacker News with Generative AI: Mathematical Reasoning

Review of "Statistics" by Freedman, Pisani, and Purves (2017) (cadlag.org)
Statistics depends crucially on mathematics, but it is not subordinate in this dependence. Much of the power of statistics is in common sense, amplified by appropriate mathematical tools, and refined through careful analysis. An introductory course in statistics is then, first and foremost, a course in proper reasoning – with a quantitative bent.
Numerical Precision Affects Mathematical Reasoning Capabilities of LLMs (arxiv.org)
Despite the remarkable success of Transformer-based Large Language Models (LLMs) across various domains, understanding and enhancing their mathematical capabilities remains a significant challenge.