Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 +0.16 Moderate positive 0.80 0.31 AI Ethics
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 +0.10 Neutral 0.80 -0.10 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
+0.40 The AI Bubble Is an Information War (www.wheresyoured.at)
27 points by spking 1 days ago | 3 comments on HN | Moderate positive ~lite vlite-1.5
Summary ~lite AI Ethics Critiques
Critical analysis of AI industry financials and business models
EQ 0.60
SO 0.70
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 49 HN snapshots · 23 evals
+1 0 −1 HN
Audit Trail 43 entries
2026-03-04 06:57 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-04 06:57 model_divergence Cross-model spread 0.25 exceeds threshold (2 models) - -
2026-03-04 06:57 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Analysis of AI industry financials and business models, critical of AI bubble
2026-03-04 06:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 06:52 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-04 06:52 model_divergence Cross-model spread 0.25 exceeds threshold (2 models) - -
2026-03-04 06:52 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Analysis of AI industry financials and business models, critical of AI bubble
2026-03-04 06:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 06:34 eval_success Lite evaluated: Neutral (0.05) - -
2026-03-04 06:34 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog with no explicit rights discussion
2026-03-04 06:34 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 00:05 model_divergence Cross-model spread 0.25 exceeds threshold (2 models) - -
2026-03-04 00:05 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-04 00:05 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Analysis of AI industry financials and business models, critical of AI bubble
2026-03-04 00:05 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 00:01 eval_success Lite evaluated: Neutral (0.05) - -
2026-03-04 00:01 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) -0.01
reasoning
Tech blog with no explicit rights discussion
2026-03-04 00:01 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 23:00 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-03 23:00 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 23:00 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 22:52 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-03 22:52 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 22:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 22:51 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-03 22:51 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog with no explicit rights discussion
2026-03-03 22:24 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-03 22:24 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 22:24 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 22:23 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog with no explicit rights discussion
2026-03-03 21:25 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 21:25 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog with no explicit rights discussion
2026-03-03 20:52 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 20:52 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog with no explicit rights discussion
2026-03-03 20:47 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) +0.01
reasoning
Tech blog with no explicit rights discussion
2026-03-03 20:18 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 20:16 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) -0.01
reasoning
Tech blog with no explicit rights discussion
2026-03-03 20:13 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 19:35 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog with no explicit rights discussion
2026-03-03 19:31 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 18:50 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog with no explicit rights discussion
2026-03-03 18:46 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive)
reasoning
Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 18:45 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral)
reasoning
Tech blog with no explicit rights discussion