Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.20 ND Mild negative 0.60 0.00 Tech company trust
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.30 ND Moderate positive 0.80 0.00 Privacy Concerns
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 Why We Can No Longer Trust Microsoft (www.pcmag.com)
394 points by domdelimar 4613 days ago | 299 comments on HN | Mild negative ~lite vlite-1.4
Summary ~lite Tech company trust Neglects
Critique of Microsoft
EQ 0.40
SO 0.30
TD 0.20
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 9 entries
2026-02-28 13:45 model_divergence Cross-model spread 0.50 exceeds threshold (2 models) - -
2026-02-28 13:45 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-02-28 13:45 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative) 0.00
reasoning
Editorial criticizes Microsoft
2026-02-28 13:40 model_divergence Cross-model spread 0.50 exceeds threshold (2 models) - -
2026-02-28 13:40 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-02-28 13:40 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative)
reasoning
Editorial criticizes Microsoft
2026-02-28 13:22 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-02-28 13:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-02-28 13:22 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive)
reasoning
Editorial criticizing Microsoft, implying privacy concerns