Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.70 -0.19 Moderate positive 0.90 0.79 Labor Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.77 — —
Section @cf/meta/llama-4-scout-17b-16e-instruct 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
+0.70 The future of Amazon coders is the present of Amazon warehouse workers (pluralistic.net)
58 points by martin-t 5 days ago | 18 comments on HN | Moderate positive ~lite vlite-1.6
Summary ~lite Labor Rights Advocates
Article discusses Amazon's labor practices and potential future for coders
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 29 HN snapshots · 37 evals
+1 0 −1 HN
Audit Trail 57 entries
2026-03-18 03:10 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-18 03:10 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-18 02:22 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 02:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 01:17 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-18 01:17 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-18 00:40 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 00:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 23:51 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-17 23:51 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 22:51 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 22:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 22:39 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-17 22:39 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 21:37 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 21:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 21:24 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-17 21:24 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 20:26 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 20:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 20:09 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-17 20:09 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 19:16 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 19:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 18:58 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-17 18:58 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 10:37 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 10:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 10:18 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-17 10:18 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 09:57 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 09:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 09:40 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-17 09:40 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 09:16 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 09:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 09:04 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-17 09:04 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 08:36 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 08:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 08:25 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 08:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 07:49 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 07:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 07:15 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 06:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 06:40 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 06:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 06:05 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 05:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 05:30 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 04:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 04:55 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 04:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 04:20 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked
2026-03-17 03:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-17 03:45 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive)
reasoning
Editorial stance on Amazon's labor practices, transparency indicators checked