Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.70 ND Strong positive 0.90 0.00 Surveillance AI
@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
+0.70 Call your lawmakers – No AI-powered warrantless surveillance of Americans (act.demandprogress.org)
17 points by doener 12 days ago | 2 comments on HN | Strong positive ~lite vlite-1.6
Summary ~lite Surveillance AI Advocates
Demand Progress advocates against AI-powered warrantless surveillance
EQ 0.80
SO 0.70
TD 0.20
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 33 HN snapshots · 39 evals
+1 0 −1 HN
Audit Trail 59 entries
2026-03-27 22:50 eval_success Lite evaluated: Strong positive (0.70) - -
2026-03-27 22:50 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 22:00 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-27 22:00 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 21:20 eval_success Lite evaluated: Strong positive (0.70) - -
2026-03-27 21:20 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 20:37 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-27 20:37 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 20:02 eval_success Lite evaluated: Strong positive (0.70) - -
2026-03-27 20:02 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 19:19 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-27 19:19 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 18:49 eval_success Lite evaluated: Strong positive (0.70) - -
2026-03-27 18:49 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 17:58 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-27 17:58 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 17:31 eval_success Lite evaluated: Strong positive (0.70) - -
2026-03-27 17:31 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 16:36 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-27 16:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 16:32 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-27 16:32 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 16:18 eval_success Lite evaluated: Strong positive (0.70) - -
2026-03-27 16:18 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 15:14 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-27 15:14 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 14:55 eval_success Lite evaluated: Strong positive (0.70) - -
2026-03-27 14:55 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 13:47 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-27 13:47 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 13:23 eval_success Lite evaluated: Strong positive (0.70) - -
2026-03-27 13:23 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 10:29 eval_success Lite evaluated: Strong positive (0.70) - -
2026-03-27 10:29 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 09:58 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-27 09:58 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 09:54 eval_success Lite evaluated: Strong positive (0.70) - -
2026-03-27 09:54 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 09:20 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-27 09:20 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 09:17 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 08:39 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 08:36 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 07:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 07:58 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 07:19 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 07:18 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 06:38 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 06:37 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 06:00 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 06:00 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 05:23 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 05:22 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 04:44 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 04:43 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 03:42 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) 0.00
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible
2026-03-27 03:39 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-27 02:23 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-27 02:23 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive)
reasoning
Editorial stance against AI-powered warrantless surveillance, transparency indicators partially visible