Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.20 ND Mild negative 0.70 0.00 Facial Recognition
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.38 ND Moderate negative 0.80 0.00 Surveillance
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
-0.20 Police fine pedestrian for disorderly behaviour after he tried to cover his face (www.dailymail.co.uk)
283 points by mlmartin 2482 days ago | 180 comments on HN | Mild negative ~lite vlite-1.4
Summary ~lite Facial Recognition Neglects
Police fine pedestrian for covering face
EQ 0.30
SO 0.20
TD 0.10
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 9 entries
2026-02-28 12:26 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-02-28 12:26 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative)
reasoning
Daily Mail reports on facial recognition
2026-02-28 12:26 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 12:26 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-02-28 12:26 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Editorial stance on facial recognition use
2026-02-28 12:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 12:21 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-02-28 12:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 12:21 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative)
reasoning
Editorial stance on facial recognition use