Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 +0.16 Moderate positive 0.80 0.31 Surveillance Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.70 — —
Section @cf/meta/llama-4-scout-17b-16e-instruct 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
+0.40 District denies enrollment to child based on license plate reader data (www.theregister.com)
24 points by goplayoutside 6 days ago | 9 comments on HN | Moderate positive ~lite vlite-1.6
Summary ~lite Surveillance Rights Advocates
Article exposes school district's use of license plate reader data to deny student enrollment
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 72 HN snapshots · 32 evals
+1 0 −1 HN
Audit Trail 52 entries
2026-03-14 18:58 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-14 18:58 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 18:01 eval_success PSQ evaluated: g-PSQ=0.063 (3 dims) - -
2026-03-14 18:01 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) 0.00
2026-03-14 17:18 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-14 17:18 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 16:26 eval_success PSQ evaluated: g-PSQ=0.063 (3 dims) - -
2026-03-14 16:26 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) 0.00
2026-03-14 16:10 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-14 16:10 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 11:17 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-14 11:17 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 10:59 eval_success PSQ evaluated: g-PSQ=0.063 (3 dims) - -
2026-03-14 10:59 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) 0.00
2026-03-14 10:42 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-14 10:42 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 10:19 eval_success PSQ evaluated: g-PSQ=0.063 (3 dims) - -
2026-03-14 10:19 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) 0.00
2026-03-14 10:05 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-14 10:05 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 09:39 eval_success PSQ evaluated: g-PSQ=0.063 (3 dims) - -
2026-03-14 09:39 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) -0.10
2026-03-14 09:24 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-14 09:24 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 08:57 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-14 08:57 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) +0.10
2026-03-14 08:51 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-14 08:43 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-14 08:43 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 08:13 eval_success PSQ evaluated: g-PSQ=0.063 (3 dims) - -
2026-03-14 08:13 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) 0.00
2026-03-14 08:03 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-14 08:03 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 07:31 eval_success PSQ evaluated: g-PSQ=0.063 (3 dims) - -
2026-03-14 07:31 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) 0.00
2026-03-14 07:22 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-14 07:22 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 06:49 eval_success PSQ evaluated: g-PSQ=0.063 (3 dims) - -
2026-03-14 06:49 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) 0.00
2026-03-14 06:40 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 06:06 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) 0.00
2026-03-14 06:01 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 05:29 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) 0.00
2026-03-14 05:23 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 04:51 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) 0.00
2026-03-14 04:46 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 04:10 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) 0.00
2026-03-14 04:06 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 03:32 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral) 0.00
2026-03-14 03:26 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present
2026-03-14 02:51 eval Evaluated by llama-4-scout-wai-psq: +0.06 (Neutral)
2026-03-14 02:49 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive)
reasoning
Editorial stance discusses human rights concerns, transparency indicators partially present