Model Comparison
Model Editorial Structural Class Conf SETL Theme
@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 -0.04 -0.20 Mild negative 0.80 0.18 AI development
@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 — —
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
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
+0.40 Altman's Ambition (thezvi.substack.com)
111 points by dustingetz 752 days ago | 104 comments on HN | Mild positive ~lite vlite-1.6
Summary ~lite AI Ethics Critiques
Article critiques Sam Altman's ambitious AI projects and their alignment with OpenAI's mission
EQ 0.70
SO 0.60
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 5 evals
+1 0 −1 HN
Audit Trail 14 entries
2026-03-07 21:26 model_divergence Cross-model spread 0.26 exceeds threshold (2 models) - -
2026-03-07 21:26 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-07 21:26 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Analysis of editorial stance and transparency indicators in AI #51: Altman's Ambition
2026-03-07 21:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 21:21 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-07 21:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 21:21 model_divergence Cross-model spread 0.26 exceeds threshold (2 models) - -
2026-03-07 21:21 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive)
reasoning
Analysis of editorial stance and transparency indicators in AI #51: Altman's Ambition
2026-03-07 21:13 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-07 21:13 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative)
reasoning
Neutral AI article
2026-03-06 14:48 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 14:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-06 14:44 eval_success PSQ evaluated: g-PSQ=-0.080 (3 dims) - -
2026-03-06 14:44 eval Evaluated by llama-3.3-70b-wai-psq: -0.08 (Neutral)