Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 Family Structure
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.20 ND Mild negative 0.70 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
+0.10 Why Children of Married Parents Do Better (text.npr.org)
36 points by meristohm 861 days ago | 70 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Family Structure Acknowledges
Article discusses economist Melissa Kearney's book on two-parent households
EQ 0.60
SO 0.50
TD 0.40
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 10 entries
2026-02-28 10:12 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-02-28 10:12 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 10:12 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
Editorial discusses family structure and social issues
2026-02-28 10:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:09 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-02-28 10:09 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 10:09 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative) 0.00
reasoning
ED neutral on family rights
2026-02-28 10:05 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-02-28 10:05 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative)
reasoning
ED neutral on family rights
2026-02-28 10:05 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -