Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 Academic Freedom
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.40 ND Moderate negative 0.80 0.00 Academic Freedom
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
+0.10 University of Chicago: ‘We Do Not Support So-Called Trigger Warnings’ (time.com)
439 points by ourmandave 3476 days ago | 422 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Academic Freedom Acknowledges
Article discusses University of Chicago's opposition to trigger warnings
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 · 2 evals
+1 0 −1 HN
Audit Trail 7 entries
2026-02-28 13:04 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 13:04 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 13:04 model_divergence Cross-model spread 0.50 exceeds threshold (2 models) - -
2026-02-28 13:04 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
Editorial discusses University of Chicago's stance on trigger warnings
2026-02-28 13:01 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-02-28 13:01 eval Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative)
reasoning
ED opposes trigger warnings
2026-02-28 13:01 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -