Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Family Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.20 ND Mild negative 0.80 0.00 Family Structure
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
+0.20 Children of married parents do better, but America is moving the other way (www.npr.org)
205 points by rntn 860 days ago | 405 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Family Rights Acknowledges
Married parents benefit children
EQ 0.60
SO 0.40
TD 0.70
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
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)
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)
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 - -