Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.70 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.60 -0.25 Mild positive 0.90 0.71 Human Rights Abuses
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.63 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.70 -0.25 Moderate positive 0.90 0.81 Palestinian human rights
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
ND Palestinian boy, 12, describes how Israeli forces killed his family in car (www.bbc.com)
1253 points by tartoran 8 days ago | 418 comments on HN ~lite vlite-2.0
Summary ~lite
BBC article reports on a Palestinian boy's account of Israeli forces killing his family.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 818 HN snapshots · 102 evals
+1 0 −1 HN
Audit Trail 122 entries
2026-03-20 22:47 eval_success PSQ evaluated: g-PSQ=-0.200 (3 dims) - -
2026-03-20 22:47 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-20 22:28 eval_success Lite evaluated: Mild positive (0.26) - -
2026-03-20 22:28 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-20 19:12 eval_success PSQ evaluated: g-PSQ=-0.200 (3 dims) - -
2026-03-20 19:12 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) -0.14
2026-03-20 18:53 eval_success Lite evaluated: Mild positive (0.26) - -
2026-03-20 18:53 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-20 16:58 eval_success PSQ evaluated: g-PSQ=-0.063 (3 dims) - -
2026-03-20 16:58 eval Evaluated by llama-4-scout-wai-psq: -0.06 (Neutral) +0.14
2026-03-20 16:35 eval_success Lite evaluated: Mild positive (0.26) - -
2026-03-20 16:35 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) -0.08
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-19 22:32 eval_success PSQ evaluated: g-PSQ=-0.200 (3 dims) - -
2026-03-19 22:32 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-19 21:50 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-19 21:50 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) +0.06
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-19 21:00 eval_success PSQ evaluated: g-PSQ=-0.200 (3 dims) - -
2026-03-19 21:00 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) -0.14
2026-03-19 20:36 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-19 20:36 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-19 19:44 eval_success PSQ evaluated: g-PSQ=-0.063 (3 dims) - -
2026-03-19 19:44 eval Evaluated by llama-4-scout-wai-psq: -0.06 (Neutral) +0.14
2026-03-19 19:13 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-19 19:13 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-19 18:25 eval_success PSQ evaluated: g-PSQ=-0.200 (3 dims) - -
2026-03-19 18:25 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) -0.14
2026-03-19 17:49 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-19 17:48 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-19 16:48 eval_success PSQ evaluated: g-PSQ=-0.063 (3 dims) - -
2026-03-19 16:48 eval Evaluated by llama-4-scout-wai-psq: -0.06 (Neutral) 0.00
2026-03-19 16:34 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-19 16:34 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-19 15:38 eval_success PSQ evaluated: g-PSQ=-0.063 (3 dims) - -
2026-03-19 15:38 eval Evaluated by llama-4-scout-wai-psq: -0.06 (Neutral) 0.00
2026-03-19 15:15 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-19 15:15 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) -0.06
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-19 14:15 eval_success PSQ evaluated: g-PSQ=-0.063 (3 dims) - -
2026-03-19 14:15 eval Evaluated by llama-4-scout-wai-psq: -0.06 (Neutral) +0.14
2026-03-19 13:56 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-19 13:56 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-19 05:16 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) +0.06
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-19 04:15 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) -0.14
2026-03-19 04:03 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-19 02:56 eval Evaluated by llama-4-scout-wai-psq: -0.06 (Neutral) +0.14
2026-03-19 02:38 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-19 01:25 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-19 01:16 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) +0.02
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-18 22:09 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-18 21:52 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-18 20:56 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-18 20:39 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-18 02:52 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-18 02:19 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-18 00:58 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-18 00:47 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 23:21 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) -0.06
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 23:11 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 22:08 eval Evaluated by llama-4-scout-wai: +0.32 (Moderate positive) +0.06
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 22:02 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 20:57 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) -0.06
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 20:48 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 19:41 eval Evaluated by llama-4-scout-wai: +0.32 (Moderate positive) +0.06
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 19:34 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 18:30 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 18:22 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 17:51 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 17:38 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 17:10 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 16:58 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 16:30 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 16:20 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 15:55 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 15:43 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 15:17 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 15:03 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 14:37 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 14:19 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) -0.10
2026-03-17 13:58 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 13:38 eval Evaluated by llama-4-scout-wai-psq: -0.10 (Neutral) 0.00
2026-03-17 12:56 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 12:38 eval Evaluated by llama-4-scout-wai-psq: -0.10 (Neutral) +0.10
2026-03-17 12:20 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 12:02 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 11:45 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 11:23 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 11:04 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 10:47 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 10:30 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 10:09 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 09:53 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 09:30 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 09:15 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 08:54 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 08:37 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 08:17 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 08:02 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 07:42 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 07:27 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 07:06 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) -0.14
2026-03-17 06:52 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 06:29 eval Evaluated by llama-4-scout-wai-psq: -0.06 (Neutral) +0.14
2026-03-17 06:15 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 05:52 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 05:40 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 05:15 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 05:05 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 04:37 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 04:30 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 04:02 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 03:55 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 03:24 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 03:19 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 00:59 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-17 00:54 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-17 00:14 eval Evaluated by llama-3.3-70b-wai-psq: -0.36 (Moderate negative)
2026-03-17 00:10 eval Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive)
reasoning
Investigative journalism exposing abuses
2026-03-16 23:16 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-16 23:13 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) -0.06
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-16 21:54 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-16 21:54 eval Evaluated by llama-4-scout-wai: +0.32 (Moderate positive) +0.06
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.
2026-03-16 20:31 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative)
2026-03-16 20:31 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive)
reasoning
BBC article reports on Israeli forces killing a Palestinian family, discussing human rights concerns.