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Research PaperResearchia:202602.25004[Data Science > Machine Learning]

Aletheia tackles FirstProof autonomously

Tony Feng

Abstract

We report the performance of Aletheia (Feng et al., 2026b), a mathematics research agent powered by Gemini 3 Deep Think, on the inaugural FirstProof challenge. Within the allowed timeframe of the challenge, Aletheia autonomously solved 6 problems (2, 5, 7, 8, 9, 10) out of 10 according to majority expert assessments; we note that experts were not unanimous on Problem 8 (only). For full transparency, we explain our interpretation of FirstProof and disclose details about our experiments as well as our evaluation. Raw prompts and outputs are available at https://github.com/google-deepmind/superhuman/tree/main/aletheia.


Source: arXiv:2602.21201v1 - http://arxiv.org/abs/2602.21201v1 PDF: https://arxiv.org/pdf/2602.21201v1 Original Link: http://arxiv.org/abs/2602.21201v1

Submission:2/25/2026
Comments:0 comments
Subjects:Machine Learning; Data Science
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arXiv: This paper is hosted on arXiv, an open-access repository
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