Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.20 ND Mild negative 0.80 0.00 Family Structure
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Family Rights
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
-0.20 Children of married parents do better, but America is moving the other way (www.npr.org)
205 points by rntn 862 days ago | 405 comments on HN | Mild negative ~lite vlite-1.4
Summary ~lite Family Structure Neglects
Article discusses benefits of married parents for children, implying challenges for single-parent households.
EQ 0.40
SO 0.60
TD 0.70
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 13 entries
2026-02-28 10:12 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-02-28 10:12 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative)
reasoning
ED, slightly negative lean on single parent families
2026-02-28 10:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:12 model_divergence Cross-model spread 0.40 exceeds threshold (2 models) - -
2026-02-28 10:06 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 10:06 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 10:06 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Editorial on family rights
2026-02-26 06:07 dlq Dead-lettered after 1 attempts: Children of married parents do better, but America is moving the other way - -
2026-02-26 05:52 credit_exhausted Credit balance too low, retrying in 287s - -
2026-02-26 05:34 dlq Dead-lettered after 1 attempts: Children of married parents do better, but America is moving the other way - -
2026-02-26 05:21 credit_exhausted Credit balance too low, retrying in 353s - -
2026-02-26 05:03 dlq Dead-lettered after 1 attempts: Children of married parents do better, but America is moving the other way - -
2026-02-26 04:53 credit_exhausted Credit balance too low, retrying in 263s - -