Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.20 ND Mild negative 0.60 0.00 AI Military Use
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 ND Mild positive 0.80 0.00 AI ethics
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 xAI and Pentagon reach deal to use Grok in classified systems (www.axios.com)
60 points by ironyman 6 days ago | 63 comments on HN | Mild negative ~lite vlite-1.4
Summary ~lite AI Military Use Neglects
Article reports on xAI and Pentagon deal without questioning rights implications
EQ 0.40
SO 0.30
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 14 entries
2026-02-28 06:37 eval_success Light evaluated: Mild negative (-0.20) - -
2026-02-28 06:37 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-02-28 06:37 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
ED, slight negative lean on rights
2026-02-28 06:37 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:32 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-02-28 06:32 eval_success Light evaluated: Mild negative (-0.20) - -
2026-02-28 06:32 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative)
reasoning
ED, slight negative lean on rights
2026-02-28 06:32 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:27 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 06:27 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:27 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Tech news with slight rights concern
2026-02-28 06:22 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 06:22 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
reasoning
Tech news with slight rights concern
2026-02-28 06:22 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -