Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -0.23 Neutral 0.80 0.27 Education Policy
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.57 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 -0.23 Neutral 0.80 0.27 Education and Demographics
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
+0.10 US adults are skipping parenting, having fewer kids, forcing schools to close (www.theguardian.com)
10 points by toomuchtodo 8 days ago | 4 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Education Policy Acknowledges
Article discusses declining US birthrate and its impact on schools.
EQ 0.50
SO 0.60
TD 0.70
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 3 HN snapshots · 16 evals
+1 0 −1 HN
Audit Trail 32 entries
2026-03-19 02:47 eval_success Lite evaluated: Neutral (-0.03) - -
2026-03-19 02:47 eval Evaluated by llama-4-scout-wai: -0.03 (Neutral) 0.00
reasoning
Article discusses US birthrate decline and school closures, no explicit human rights discussion.
2026-03-19 01:28 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 01:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 01:19 eval_success Lite evaluated: Neutral (-0.03) - -
2026-03-19 01:19 eval Evaluated by llama-4-scout-wai: -0.03 (Neutral) 0.00
reasoning
Article discusses US birthrate decline and school closures, no explicit human rights discussion.
2026-03-18 22:37 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 22:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 22:00 eval_success Lite evaluated: Neutral (-0.03) - -
2026-03-18 22:00 eval Evaluated by llama-4-scout-wai: -0.03 (Neutral) 0.00
reasoning
Article discusses US birthrate decline and school closures, no explicit human rights discussion.
2026-03-18 21:02 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 21:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 20:44 eval_success Lite evaluated: Neutral (-0.03) - -
2026-03-18 20:44 eval Evaluated by llama-4-scout-wai: -0.03 (Neutral) 0.00
reasoning
Article discusses US birthrate decline and school closures, no explicit human rights discussion.
2026-03-18 03:32 eval_success Lite evaluated: Neutral (-0.03) - -
2026-03-18 03:32 eval Evaluated by llama-4-scout-wai: -0.03 (Neutral) 0.00
reasoning
Article discusses US birthrate decline and school closures, no explicit human rights discussion.
2026-03-18 02:23 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 02:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 02:17 eval_success Lite evaluated: Neutral (-0.03) - -
2026-03-18 02:17 eval Evaluated by llama-4-scout-wai: -0.03 (Neutral) 0.00
reasoning
Article discusses US birthrate decline and school closures, no explicit human rights discussion.
2026-03-18 00:41 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 00:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 00:39 eval_success Lite evaluated: Neutral (-0.03) - -
2026-03-18 00:39 eval Evaluated by llama-4-scout-wai: -0.03 (Neutral) 0.00
reasoning
Article discusses US birthrate decline and school closures, no explicit human rights discussion.
2026-03-18 00:33 eval_success PSQ evaluated: g-PSQ=0.068 (3 dims) - -
2026-03-18 00:33 eval Evaluated by llama-3.3-70b-wai-psq: +0.07 (Neutral)
2026-03-18 00:32 eval_success Lite evaluated: Neutral (-0.03) - -
2026-03-18 00:32 eval Evaluated by llama-3.3-70b-wai: -0.03 (Neutral)
reasoning
News article on birthrate and school closures
2026-03-17 23:02 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 23:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-17 23:01 eval_success Lite evaluated: Neutral (-0.03) - -
2026-03-17 23:01 eval Evaluated by llama-4-scout-wai: -0.03 (Neutral)
reasoning
Article discusses US birthrate decline and school closures, no explicit human rights discussion.