Specialized prompt ensembles let 35B open-source models verify math proofs on par with frontier LLMs like Gemini 3.1 Pro.
Is this justified within the proof?
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
method 1
citation-polarity summary
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1roles
method 1polarities
use method 1representative citing papers
citing papers explorer
-
Do We Need Frontier Models to Verify Mathematical Proofs?
Specialized prompt ensembles let 35B open-source models verify math proofs on par with frontier LLMs like Gemini 3.1 Pro.