Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.30 ND Moderate positive 0.80 0.00 Privacy Surveillance
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.50 ND Moderate positive 0.80 0.00 Surveillance accountability
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
+0.30 Flock license plate readers cost city big, deliver little (www.sandiegouniontribune.com)
41 points by recallingmemory 4 hours ago | 16 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Privacy Surveillance Acknowledges
Article discusses concerns over license plate readers' effectiveness and cost
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 112 HN snapshots · 11 evals
+1 0 −1 HN
Audit Trail 22 entries
2026-03-02 21:45 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-02 21:45 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance on license plate readers, privacy concerns
2026-03-02 21:40 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 21:40 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism
2026-03-02 21:07 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-02 21:07 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance on license plate readers, privacy concerns
2026-03-02 21:05 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 21:05 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism
2026-03-02 20:16 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-02 20:16 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance on license plate readers, privacy concerns
2026-03-02 20:12 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 20:12 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism
2026-03-02 19:42 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-02 19:42 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance on license plate readers, privacy concerns
2026-03-02 19:40 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 19:40 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism
2026-03-02 18:45 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-02 18:45 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance on license plate readers, privacy concerns
2026-03-02 18:40 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-02 18:40 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive)
reasoning
Editorial stance on license plate readers, privacy concerns
2026-03-02 18:40 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 18:40 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive)
reasoning
Investigative journalism