0.00 Show HN: Improving search ranking with chess Elo scores (www.zeroentropy.dev)
193 points by ghita_ 234 days ago | 65 comments on HN | Moderate negative ~lite vlite-1.6
Summary ~lite Technology Neutral
Technical blog post on using ELO scores for search ranking
EQ 0.00
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 5 evals
+1 0 −1 HN
Audit Trail 13 entries
2026-03-07 21:02 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-07 21:02 model_divergence Cross-model spread 0.40 exceeds threshold (2 models) - -
2026-03-07 21:02 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative)
reasoning
Technical blog post on improving search ranking with ELO scores, no human rights discussion
2026-03-07 21:02 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 20:53 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-07 20:53 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
tech blog post, neutral stance, some transparency
2026-03-07 20:53 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-07 07:40 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-07 07:40 eval Evaluated by llama-3.3-70b-wai-psq: -0.40 (Moderate negative) 0.00
2026-03-07 07:37 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-07 07:36 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-07 07:35 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-07 07:35 eval Evaluated by llama-3.3-70b-wai-psq: -0.40 (Moderate negative)