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Research PaperResearchia:202602.25004

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...

Submitted: February 25, 2026Subjects: Machine Learning; Data Science

Description / Details

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

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Date:
Feb 25, 2026
Topic:
Data Science
Area:
Machine Learning
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