Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.20 ND Mild negative 0.70 0.00 Digital Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 Consumer Rights
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 Windows 10 is now nagging users with full screen Microsoft Edge ads (www.windowslatest.com)
119 points by Animats 1931 days ago | 119 comments on HN | Mild negative ~lite vlite-1.4
Summary ~lite Digital Rights Neglects
Windows 10 ads invasion
EQ 0.20
SO 0.10
TD 0.30
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 6 evals
+1 0 −1 HN
Audit Trail 19 entries
2026-03-01 18:17 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-03-01 18:17 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-01 18:17 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative) 0.00
reasoning
Tech news with slight rights concern
2026-03-01 18:12 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-01 18:12 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses Windows 10 ads, no rights stance
2026-03-01 18:12 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-03-01 18:12 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-01 18:12 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative) 0.00
reasoning
Tech news with slight rights concern
2026-02-28 12:03 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-02-28 12:03 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-02-28 12:03 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative) 0.00
reasoning
Tech news with slight rights concern
2026-02-28 12:03 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:59 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-02-28 11:59 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-02-28 11:59 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative)
reasoning
Tech news with slight rights concern
2026-02-28 11:59 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:54 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 11:54 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 11:54 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
Editorial discusses Windows 10 ads, no rights stance