Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Privacy Surveillance
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.20 ND Mild negative 0.70 0.00 surveillance state
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
+0.40 NYC wants you to stop taking traffic cam selfies, but here's how to do it anyway (www.pcmag.com)
399 points by gnabgib 444 days ago | 202 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Privacy Surveillance Advocates
Article discusses NYC's request to stop taking traffic cam selfies and provides workarounds
EQ 0.60
SO 0.70
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 14 entries
2026-02-28 09:40 eval_success Light evaluated: Moderate positive (0.40) - -
2026-02-28 09:40 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 09:40 model_divergence Cross-model spread 0.60 exceeds threshold (2 models) - -
2026-02-28 09:40 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.10
reasoning
Editorial stance on traffic cam selfies, implicit rights discussion
2026-02-28 09:35 eval_success Light evaluated: Moderate positive (0.30) - -
2026-02-28 09:35 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 09:35 model_divergence Cross-model spread 0.50 exceeds threshold (2 models) - -
2026-02-28 09:35 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive)
reasoning
Editorial stance on traffic cam selfies, implicit rights discussion
2026-02-28 09:32 eval_success Light evaluated: Mild negative (-0.20) - -
2026-02-28 09:32 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 09:32 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative) -0.20
reasoning
ED article on surveillance
2026-02-28 09:26 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 09:26 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
ED article on surveillance