0.00 O3 Turns Pro (thezvi.substack.com)
164 points by jsnider3 263 days ago | 132 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite AI Technology Neutral
The article compares AI models o3-pro and o3, discussing their performance and usage.
EQ 0.50
SO 0.20
TD 0.80
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 21:08 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-07 21:08 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 21:08 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses AI model o3-pro, comparing it to o3 and other models, without explicit human rights discussion.
2026-03-07 21:03 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-07 21:03 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
The content discusses AI model o3-pro, comparing it to o3 and other models, without explicit human rights discussion.
2026-03-07 21:03 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 20:54 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-07 20:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Neutral tech article
2026-03-07 20:54 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-06 14:48 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 14:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-06 14:44 eval_success PSQ evaluated: g-PSQ=-0.080 (3 dims) - -
2026-03-06 14:44 eval Evaluated by llama-3.3-70b-wai-psq: -0.08 (Neutral)