Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.30 ND Moderate positive 0.80 0.00 Food Safety
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 ND Moderate positive 0.90 0.00 Food Safety
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
+0.30 Most olive oils sold in the United States are adulterated or deceptively labeled (www.motherjones.com)
214 points by walterbell 3488 days ago | 164 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Food Safety Acknowledges
Exposes olive oil fraud
EQ 0.70
SO 0.60
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 11 entries
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