Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 +0.20 Moderate positive 0.90 0.49 AI in warfare
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.70 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.70 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 +0.20 Moderate positive 0.90 0.28 AI Military Use
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
+0.60 Pentagon Refuses to Say If AI Was Used to Bomb Elementary School (futurism.com)
21 points by pera 2 days ago | 9 comments on HN | Moderate positive ~lite vlite-1.6
Summary ~lite AI in warfare Advocates
Pentagon's AI use in bombing
EQ 0.80
SO 0.70
TD 0.60
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 26 evals
+1 0 −1 HN
Audit Trail 46 entries
2026-03-07 23:52 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-07 23:52 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on AI use in military
2026-03-07 23:47 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-07 23:47 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on AI use in military
2026-03-07 23:31 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-07 23:31 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-07 23:11 eval_success PSQ evaluated: g-PSQ=-0.177 (3 dims) - -
2026-03-07 23:11 eval Evaluated by llama-3.3-70b-wai-psq: -0.18 (Mild negative) +0.10
2026-03-07 22:51 eval_success Lite evaluated: Moderate positive (0.32) - -
2026-03-07 22:51 eval Evaluated by llama-4-scout-wai: +0.32 (Moderate positive) 0.00
reasoning
Editorial stance discusses AI use in military targeting, raising human rights concerns. Transparency indicators include
2026-03-07 22:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-07 22:40 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-07 22:40 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on AI use in military
2026-03-07 22:25 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-07 22:25 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-07 21:09 eval_success PSQ evaluated: g-PSQ=-0.280 (3 dims) - -
2026-03-07 21:09 eval Evaluated by llama-3.3-70b-wai-psq: -0.28 (Mild negative) -0.10
2026-03-07 19:55 eval_success Lite evaluated: Moderate positive (0.32) - -
2026-03-07 19:55 eval Evaluated by llama-4-scout-wai: +0.32 (Moderate positive) 0.00
reasoning
Editorial stance discusses AI use in military targeting, raising human rights concerns. Transparency indicators include
2026-03-07 19:55 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-07 19:43 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-07 19:43 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on AI use in military
2026-03-07 19:22 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-07 19:22 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-07 18:50 eval_success PSQ evaluated: g-PSQ=-0.177 (3 dims) - -
2026-03-07 18:50 eval Evaluated by llama-3.3-70b-wai-psq: -0.18 (Mild negative) 0.00
2026-03-07 18:45 eval_success PSQ evaluated: g-PSQ=-0.177 (3 dims) - -
2026-03-07 18:45 eval Evaluated by llama-3.3-70b-wai-psq: -0.18 (Mild negative) 0.00
2026-03-07 18:18 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-07 18:18 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-07 17:53 eval_success PSQ evaluated: g-PSQ=-0.177 (3 dims) - -
2026-03-07 17:53 eval Evaluated by llama-3.3-70b-wai-psq: -0.18 (Mild negative) 0.00
2026-03-07 17:24 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-07 17:24 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-07 17:18 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-07 17:18 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-07 17:13 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-07 17:13 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-07 17:08 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-07 17:02 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-07 16:57 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-07 16:51 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-07 16:46 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive)
2026-03-07 16:46 eval Evaluated by llama-3.3-70b-wai-psq: -0.18 (Mild negative)
2026-03-07 16:46 eval Evaluated by llama-4-scout-wai: +0.32 (Moderate positive)
reasoning
Editorial stance discusses AI use in military targeting, raising human rights concerns. Transparency indicators include
2026-03-07 16:46 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive)
reasoning
Investigative journalism on AI use in military