fix(judge): improve 'poor' tier description to focus on errors, not missing data#497
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archasek wants to merge 1 commit intoax-llm:mainfrom
Open
fix(judge): improve 'poor' tier description to focus on errors, not missing data#497archasek wants to merge 1 commit intoax-llm:mainfrom
archasek wants to merge 1 commit intoax-llm:mainfrom
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…issing data The previous description "Response has significant issues or missing elements" causes false 'poor' classifications in extraction tasks where empty fields are correct (source data genuinely absent). The new wording "contains fabricated, incorrect, or contradictory information" aligns the tier with actual quality problems. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Pull request overview
Updates the reference-free rubric in AxJudge so the poor tier penalizes fabrication/incorrectness/contradictions rather than “missing elements,” which is important for extraction-style outputs where empty/null fields can be correct when source data is absent.
Changes:
- Adjusts the
poortier description in the reference-free quality rubric to focus on incorrect/fabricated/contradictory content. - Leaves all other tiers, scoring, and APIs unchanged.
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Summary
The
poorquality tier description inAxJudgereference-free mode currently reads:This causes false
poorclassifications in data extraction tasks where empty/null output fields are correct — the source data is genuinely absent. The judge interprets correct empty fields as "missing elements" and downgrades topoorinstead ofgood.Fix: Change the
poortier description to:This aligns the tier with actual quality problems (fabrication, errors) rather than penalizing structurally sparse but correct outputs.
Impact
src/ax/dsp/judge.tsTest plan