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 — 0.50 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -1.00 Moderate negative 0.80 1.00 Technology Governance
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 -0.60 Mild negative 0.60 0.58 AI nationalization
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND — — — —
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND — — — —
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 @cf/qwen/qwen3-30b-a3b-fp8 lite @cf/qwen/qwen3-30b-a3b-fp8 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 ND ND
Article 1 ND ND ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND ND ND
ND Sam Altman asks if government can nationalize artificial general intelligence (thenewstack.io)
29 points by MilnerRoute 2 days ago | 12 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses AI and national security debate.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 12 HN snapshots · 8 evals
+1 0 −1 HN
Audit Trail 16 entries
2026-03-06 04:45 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-06 04:45 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-06 04:45 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-06 04:45 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-05 20:08 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-05 20:08 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative)
reasoning
Article discusses AI and government regulation, no explicit human rights discussion
2026-03-05 20:06 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-05 20:06 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) -0.22
reasoning
AI nationalization debate
2026-03-05 19:38 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-05 19:38 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) +0.22
reasoning
AI nationalization debate
2026-03-05 19:33 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-05 19:33 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
AI nationalization debate
2026-03-05 19:26 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-05 19:26 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
AI nationalization debate
2026-03-05 19:21 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-05 19:21 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative)
reasoning
AI nationalization debate