Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 -0.20 Mild positive 0.80 0.49 AI Ethics
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 -0.20 Neutral 0.80 0.28 AI ethics
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-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 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
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ND Sam Altman Admits OpenAI Can't Control Pentagon's Use of AI (www.theguardian.com)
6 points by karakoram 1 days ago | 0 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses OpenAI CEO's admission of limited control over Pentagon's AI use.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 5 HN snapshots · 12 evals
+1 0 −1 HN
Audit Trail 24 entries
2026-03-05 22:24 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 22:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-05 22:19 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-05 22:19 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-05 22:14 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-05 22:14 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-05 22:08 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-05 22:08 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-05 22:02 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-05 22:02 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-05 22:01 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-05 22:01 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-05 21:57 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 21:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-05 21:57 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-05 21:57 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-05 21:52 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-05 21:52 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-05 21:51 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-05 21:51 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral)
2026-03-05 21:51 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-05 21:51 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive)
reasoning
Article discusses OpenAI and Pentagon's use of AI, touching on ethics concerns.
2026-03-05 21:51 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-05 21:51 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral)
reasoning
Investigative tech journalism