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 AI bias
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.30 ND Moderate positive 0.80 0.00 AI bias awareness
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 Most users cannot identify AI bias, even in training data (www.psu.edu)
110 points by giuliomagnifico 135 days ago | 76 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite AI bias Acknowledges
Article discusses AI bias and user awareness
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 6 entries
2026-02-28 08:22 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 08:22 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
ED, neutral stance on AI bias
2026-02-28 08:22 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:10 eval_success Light evaluated: Moderate positive (0.30) - -
2026-02-28 08:10 eval Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive)
reasoning
ED exposes AI bias
2026-02-28 08:10 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -