Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Tech Accountability
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 access to information
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 Apple's feedback mechanism is broken (www.caseyliss.com)
174 points by goranmoomin 1350 days ago | 81 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Tech Accountability Advocates
Criticizes Apple's broken feedback mechanism for developers
EQ 0.60
SO 0.70
TD 0.80
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 4 entries
2026-02-28 15:58 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 15:58 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Editorial criticizing Apple's feedback mechanism
2026-02-28 15:55 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 15:55 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
tech critique with rights undertone