Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.40 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 -1.00 Mild negative 0.80 1.00 Digital Rights
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.67 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 -0.20 Neutral 0.80 0.28 Age Verification Laws
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 EFF, Ubuntu and other distros discuss how to respond to age-verification laws (linux.slashdot.org)
20 points by MilnerRoute 4 days ago | 1 comments on HN ~lite vlite-2.0
Summary ~lite
Neutral content with no clear threats or safety signals.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 8 HN snapshots · 23 evals
+1 0 −1 HN
Audit Trail 43 entries
2026-03-11 15:02 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-11 15:02 eval Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative) 0.00
2026-03-11 14:43 eval_success Lite evaluated: Mild negative (-0.16) - -
2026-03-11 14:43 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
Editorial stance discusses responding to age-verification laws, transparency indicators partially visible
2026-03-11 13:46 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-11 13:46 eval Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative) 0.00
2026-03-11 13:28 eval_success Lite evaluated: Mild negative (-0.16) - -
2026-03-11 13:28 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
Editorial stance discusses responding to age-verification laws, transparency indicators partially visible
2026-03-11 05:15 eval_success Lite evaluated: Mild negative (-0.16) - -
2026-03-11 05:15 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
Editorial stance discusses responding to age-verification laws, transparency indicators partially visible
2026-03-11 04:42 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-11 04:42 eval Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative) 0.00
2026-03-11 04:24 eval_success Lite evaluated: Mild negative (-0.16) - -
2026-03-11 04:23 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
Editorial stance discusses responding to age-verification laws, transparency indicators partially visible
2026-03-11 03:29 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-11 03:29 eval Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative) 0.00
2026-03-11 03:08 eval_success Lite evaluated: Mild negative (-0.16) - -
2026-03-11 03:08 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
Editorial stance discusses responding to age-verification laws, transparency indicators partially visible
2026-03-11 02:12 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-11 02:12 eval Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative) 0.00
2026-03-11 01:56 eval_success Lite evaluated: Mild negative (-0.16) - -
2026-03-11 01:56 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
Editorial stance discusses responding to age-verification laws, transparency indicators partially visible
2026-03-11 01:24 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-11 01:24 eval Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative) 0.00
2026-03-11 01:03 eval_success Lite evaluated: Mild negative (-0.16) - -
2026-03-11 01:03 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
Editorial stance discusses responding to age-verification laws, transparency indicators partially visible
2026-03-11 00:29 eval_success PSQ evaluated: g-PSQ=0.450 (3 dims) - -
2026-03-11 00:29 eval Evaluated by llama-3.3-70b-wai-psq: +0.45 (Moderate positive)
2026-03-11 00:25 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-11 00:25 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral)
reasoning
Tech news on age-verification laws
2026-03-10 23:56 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-10 23:56 eval Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative) 0.00
2026-03-10 23:21 eval_success Lite evaluated: Mild negative (-0.16) - -
2026-03-10 23:21 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
Editorial stance discusses responding to age-verification laws, transparency indicators partially visible
2026-03-10 22:46 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-10 22:46 eval Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative) 0.00
2026-03-10 22:42 eval_success Lite evaluated: Mild negative (-0.16) - -
2026-03-10 22:42 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
Editorial stance discusses responding to age-verification laws, transparency indicators partially visible
2026-03-10 22:24 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-10 22:24 eval Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative) 0.00
2026-03-10 22:24 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
reasoning
Editorial stance discusses responding to age-verification laws, transparency indicators partially visible
2026-03-10 21:50 eval Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative)
2026-03-10 21:49 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative)
reasoning
Editorial stance discusses responding to age-verification laws, transparency indicators partially visible