ND Most olive oils sold in the United States are adulterated or deceptively labeled (www.motherjones.com)
214 points by walterbell 3503 days ago | 164 comments on HN ~lite vlite-2.0
Summary ~lite
The article evaluates olive oil safety and labeling in the US.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 6 evals
+1 0 −1 HN
Audit Trail 18 entries
2026-03-05 21:52 eval_success PSQ evaluated: g-PSQ=0.243 (3 dims) - -
2026-03-05 21:52 eval Evaluated by llama-4-scout-wai-psq: +0.24 (Mild positive) 0.00
2026-03-05 21:47 eval_success PSQ evaluated: g-PSQ=0.243 (3 dims) - -
2026-03-05 21:47 eval Evaluated by llama-4-scout-wai-psq: +0.24 (Mild positive)
2026-03-05 21:40 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-05 21:40 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-04 04:12 model_divergence Cross-model spread 0.26 exceeds threshold (2 models) - -
2026-02-28 13:06 model_divergence Cross-model spread 0.26 exceeds threshold (2 models) - -
2026-02-28 13:06 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-02-28 13:06 eval Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) 0.00
reasoning
Investigative journalism on food fraud
2026-02-28 13:06 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 13:04 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-02-28 13:04 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-02-28 13:04 model_divergence Cross-model spread 0.26 exceeds threshold (2 models) - -
2026-02-28 13:04 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive)
reasoning
Investigative journalism exposing food fraud
2026-02-28 13:01 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-02-28 13:01 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 13:01 eval Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive)
reasoning
Investigative journalism on food fraud