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A blog post shares a free PDF of 'All You Wanted to Know about Mathematics but Were Afraid to Ask: Mathematics for Science Students, Volume 2' by Louis Lyons, covering advanced mathematics topics for physics and engineering students.
AdvancedMathBench is a new benchmark suite for evaluating LLMs on advanced mathematical proof generation and verification. It includes ProverBench for generation and VerifierBench for verification, demonstrating that current models like GPT-5.5-xhigh achieve only modest performance.
The author discusses the lack of detailed, complete proofs in advanced mathematics textbooks, which creates unnecessary barriers for students and professionals, and advocates for the creation of more accessible accompaniment notes.