I Built an AI Judge That Doesn't Decide Who Wins

说明与用途

FairJudge AI 为黑客松项目提供透明、基于证据的评分，将分数与证据关联，识别缺失证据，比较评委，检测重大分歧，并建议人工复核，同时将最终决策留给人工评委。

问题

Hackathon judges often give inconsistent scores because they interpret criteria differently, lack evidence, or emphasize different aspects of a project.

结果

FairJudge AI standardizes scoring, increases transparency, and flags disagreements for human review, while keeping final decision with human judges.

工作流

• Collect project and rubric
• Generate evidence-based AI evaluation
• Validate evidence
• Apply deterministic Python scoring
• Compare multiple judges
• Detect significant disagreements
• Recommend human review

证据

FairJudge is an AI-assisted hackathon evaluation system designed to make judging more transparent, evidence-based, and consistent.

来源

It can: Evaluate projects against a supplied rubric; Connect scores to supporting evidence; Identify missing evidence; Explain why a score was given; Compare multiple judges; Detect significant scoring disagreements; Recommend human review when judges disagree.

来源

It does not decide who the objectively correct winner is. The final decision always remains with human judges.

来源