Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 ND Mild positive 0.80 0.00 media accountability
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Journalism Integrity
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct 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
+0.10 Ars Technica makes up quotes from Matplotlib maintainer; pulls story (infosec.exchange)
555 points by robin_reala 16 days ago | 6 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite media accountability Acknowledges
Critique of media quote fabrication
EQ 0.60
SO 0.40
TD 0.70
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 7 entries
2026-03-01 07:57 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-01 07:57 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-03-01 07:57 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) -0.20
reasoning
CO neutral media critique
2026-03-01 07:55 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-01 07:55 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Editorial stance on journalistic integrity and accuracy
2026-03-01 07:52 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-01 07:52 eval Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive)
reasoning
CO neutral media critique