Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 +0.16 Moderate positive 0.90 0.31 Free Speech
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 +0.20 Moderate positive 0.90 0.49 censorship and free speech
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 Stop Trying to Hand Trump a Censorship Weapon (www.techdirt.com)
11 points by HotGarbage 23 hours ago | 0 comments on HN | Moderate positive ~lite vlite-1.5
Summary ~lite Free Speech Advocates
Article discusses censorship concerns and freedom of expression in a political context.
EQ 0.70
SO 0.60
TD 0.80
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 11 HN snapshots · 2 evals
+1 0 −1 HN
Audit Trail 5 entries
2026-03-04 03:59 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-04 03:59 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive)
reasoning
The content discusses censorship and freedom of expression in the context of a political issue, directly referencing hum
2026-03-04 03:59 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 03:59 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-04 03:59 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive)
reasoning
Techdirt article warns against censorship