Math Agents: Computational Infrastructure, Mathematical Embedding, and Genomics

Understand

The advancement in generative AI could be boosted with more accessible mathematics.

• Beyond human-AI chat, large language models (LLMs) are emerging in programming, algorithm discovery, and theorem proving, yet their genomics application is limited.
• This project introduces Math Agents and mathematical embedding as fresh entries to the "Moore's Law of Mathematics", using a GPT-based workflow to convert equations from literature into LaTeX and Python formats.
• While many digital equation representations exist, there's a lack of automated large-scale evaluation tools.