AI Mathematician: Towards Fully Automated Frontier Mathematical Research
cs.AI
Submitted: 2025-05-28
Updated: 2026-09-02
Comments: Code: https://github.com/TheoryFoundry. Project blog: https://ai-mathematician.net. The order of the first two authors was determined by random draw
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Training Verifiers to Solve Math Word Problems
- DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
- DeepSeek-V3 Technical Report
- AIGS: Generating Science from AI-Powered Automated Falsification
- The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
- OpenAI o1 System Card
- AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- ZeroSearch: Incentivize the Search Capability of LLMs without Searching
- Kimi k1.5: Scaling Reinforcement Learning with LLMs
- Reinforcement Learning for Reasoning in Large Language Models with One Training Example
- TTRL: Test-Time Reinforcement Learning
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