Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -0.98 Moderate negative 0.80 1.00 Social Media Regulation
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
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
+0.10 Lawyers in landmark social media addiction trial make final appeals to the jury (apnews.com)
11 points by 1vuio0pswjnm7 6 days ago | 0 comments on HN | Moderate negative ~lite vlite-1.6
Summary ~lite Social Media Regulation Acknowledges
Article discusses a landmark social media addiction trial involving Meta, Instagram, and Facebook.
EQ 0.50
SO 0.60
TD 0.40
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 57 HN snapshots · 47 evals
+1 0 −1 HN
Audit Trail 67 entries
2026-03-16 22:08 eval_success Lite evaluated: Moderate negative (-0.33) - -
2026-03-16 22:08 eval Evaluated by llama-4-scout-wai: -0.33 (Moderate negative) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-16 22:08 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-16 21:21 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 21:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 20:48 eval_success Lite evaluated: Moderate negative (-0.33) - -
2026-03-16 20:48 eval Evaluated by llama-4-scout-wai: -0.33 (Moderate negative) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-16 20:48 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-16 19:23 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 19:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 18:52 eval_success Lite evaluated: Moderate negative (-0.33) - -
2026-03-16 18:52 eval Evaluated by llama-4-scout-wai: -0.33 (Moderate negative) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-16 18:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-16 17:48 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 17:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 17:34 eval_success Lite evaluated: Moderate negative (-0.33) - -
2026-03-16 17:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-16 17:34 eval Evaluated by llama-4-scout-wai: -0.33 (Moderate negative) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-16 07:19 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 07:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 07:10 eval_success Lite evaluated: Moderate negative (-0.33) - -
2026-03-16 07:10 eval Evaluated by llama-4-scout-wai: -0.33 (Moderate negative) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-16 07:10 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-16 06:41 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 06:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 06:35 eval_success Lite evaluated: Moderate negative (-0.33) - -
2026-03-16 06:35 eval Evaluated by llama-4-scout-wai: -0.33 (Moderate negative) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-16 06:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-16 06:04 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 06:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 06:00 eval_success Lite evaluated: Moderate negative (-0.33) - -
2026-03-16 06:00 eval Evaluated by llama-4-scout-wai: -0.33 (Moderate negative) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-16 06:00 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-16 05:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 05:25 eval Evaluated by llama-4-scout-wai: -0.33 (Moderate negative) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-16 04:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 04:44 eval Evaluated by llama-4-scout-wai: -0.33 (Moderate negative) -0.33
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 18:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 17:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 17:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 16:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 16:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 13:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 13:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 12:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 12:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 12:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 11:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 11:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.34
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 11:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 10:59 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.34
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 10:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 10:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.34
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 09:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 09:43 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.34
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 09:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 09:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 08:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 08:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.34
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 07:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 07:42 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 07:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 07:03 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.34
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 06:29 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 06:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the
2026-03-14 05:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-14 05:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
The content provided is primarily CSS styling and font-face definitions for a news article, with a small portion of the