Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Consumer Protection
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.28 ND Mild positive 0.80 0.00 Consumer Rights
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
+0.20 Are Apple gift cards safe to redeem? (daringfireball.net)
562 points by tosh 74 days ago | 467 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Consumer Protection Acknowledges
Investigates Apple gift card safety
EQ 0.60
SO 0.40
TD 0.20
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 9 evals
+1 0 −1 HN
Audit Trail 21 entries
2026-03-01 18:11 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 18:11 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
ED investigative tech journalism
2026-03-01 17:14 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-01 17:14 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
Editorial discussing Apple gift card safety, implicit rights concerns
2026-03-01 17:08 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-01 17:08 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
Editorial discussing Apple gift card safety, implicit rights concerns
2026-03-01 16:55 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 16:55 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
ED investigative tech journalism
2026-03-01 15:27 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-01 15:27 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
Editorial discussing Apple gift card safety, implicit rights concerns
2026-03-01 15:20 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 15:20 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
ED investigative tech journalism
2026-02-28 08:02 eval_success Light evaluated: Mild positive (0.28) - -
2026-02-28 08:02 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
Editorial discussing Apple gift card safety, implicit rights concerns
2026-02-28 08:02 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:57 eval_success Light evaluated: Mild positive (0.28) - -
2026-02-28 07:57 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive)
reasoning
Editorial discussing Apple gift card safety, implicit rights concerns
2026-02-28 07:57 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:45 eval_success Light evaluated: Mild positive (0.20) - -
2026-02-28 07:45 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
ED investigative tech journalism
2026-02-28 07:45 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -