AI scores 6-7 out of 10 on research-level math benchmark in First Proof project
By
Joseph Howlett
Summary
The "First Proof" project, organized by top mathematicians, released its first official results testing AI's mathematical abilities. Large language models scored roughly a 'C–' grade, getting 6-7 out of 10 research-level math problems correct. The project aims to evaluate AI's usefulness for actual mathematical research, moving beyond simpler benchmarks. Results show LLMs are emerging as useful but deeply flawed assistants for math research.
Source
Key quotes
· 3 pulledThe verdict is that large language models (LLMs) are emerging as useful—albeit deeply flawed—assistants for math research.
The best model got six or seven of the 10 questions basically right
Organized by a team of top mathematicians, the 'First Proof' project is a response to AI companies' growing fixation on using advanced math as a benchmark for their products
You might also wanna read
Mathematicians Create Benchmark Test to Evaluate AI on Research-Level Math Problems
A group of mathematicians and researchers have created a benchmark test to evaluate AI systems' ability to solve research-level mathematics
Benchmarks in Leipzig: LLMs Solve 98 of 100 Research-Level Math Problems
A group of 49 mathematicians compiled a dataset of 100 research-level mathematics questions with known answers during a workshop at the Max
First Proof Project
Oxford-led study finds AI evaluation benchmarks lack scientific rigor
A comprehensive study led by Oxford Internet Institute involving 42 researchers from leading global institutions found that many tests used
Study Finds Only 16% of AI Benchmarks Use Rigorous Scientific Methods
A study from Oxford Internet Institute and other researchers found that only 16% of 445 LLM benchmarks for natural language processing and m
Google DeepMind's Aletheia: An Autonomous AI System for Mathematical Research and Proof Generation
Google DeepMind researchers introduce Aletheia, an autonomous mathematics research agent that can generate, verify, and revise mathematical

Comments
Sign in to join the conversation.
No comments yet. Be the first.