Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 ND Moderate positive 0.90 0.00 Employment Discrimination
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.50 ND Moderate positive 0.80 0.00 Labor rights abuse
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
+0.56 Cisco Said to Be Cited for Bias Against U.S. Workers (news.bloomberglaw.com)
219 points by altoidaltoid 2750 days ago | 266 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Employment Discrimination Advocates
Article exposes Cisco's alleged bias against US workers, highlighting employment discrimination concerns.
EQ 0.80
SO 0.70
TD 0.60
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 6 entries
2026-03-01 05:49 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-01 05:49 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance exposes employment discrimination, implicit rights advocacy
2026-03-01 05:44 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-01 05:44 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive)
reasoning
Editorial stance exposes employment discrimination, implicit rights advocacy
2026-03-01 05:40 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-01 05:40 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive)
reasoning
Investigative journalism exposes abuses