Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.50 ND Moderate positive 0.80 0.00 Wrongful Convictions
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 ND Moderate positive 0.90 0.00 Wrongful Convictions
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
+0.50 ‘Our Lying Eyes’: Inaccurate eyewitness identifications and wrongful convictions (www.nybooks.com)
74 points by hhs 2509 days ago | 36 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Wrongful Convictions Acknowledges
Exposes eyewitness identification flaws
EQ 0.70
SO 0.60
TD 0.50
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 9 entries
2026-02-28 12:27 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 12:27 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-02-28 12:27 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive)
reasoning
Investigative journalism on eyewitness inaccuracies
2026-02-28 12:26 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-02-28 12:26 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discusses wrongful convictions, advocates for reform
2026-02-28 12:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 12:21 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-02-28 12:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 12:21 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive)
reasoning
Editorial discusses wrongful convictions, advocates for reform