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arXiv2d ago
4.8

Beyond Majority Voting: Efficient Best-Of-N with Radial Consensus Score

Manh Nguyen, Sunil Gupta, Hung Le

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty6/10
Categorypaper
Topics
reasoninginference

Opportunity Brief

Implement a Radial Consensus Score library to replace discrete majority voting in LLM ensembles. This will allow for more nuanced selection of high-quality, low-frequency outputs.

Suggested repo: radial-vote

"Stop voting blindly; score your model consensus with geometric precision."

Estimated effort: 25h