Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.77 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.30 -0.20 Mild positive 0.80 0.39 Labor Rights
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.80 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 +0.20 Mild positive 0.80 0.00 Worker Rights
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
ND Amazon Employees Say AI Is Just Increasing Workload (gizmodo.com)
123 points by jamesgill 6 days ago | 38 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses AI's impact on Amazon employees' workload, cites study.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 197 HN snapshots · 67 evals
+1 0 −1 HN
Audit Trail 87 entries
2026-03-13 21:43 eval_skip Content gate: bot_protection - -
2026-03-13 20:38 eval_success PSQ evaluated: g-PSQ=0.403 (3 dims) - -
2026-03-13 20:38 eval Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) -0.04
2026-03-13 20:18 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-13 20:18 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 19:12 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 19:12 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.04
2026-03-13 18:55 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-13 18:55 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 17:24 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-13 17:24 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 17:23 eval_success PSQ evaluated: g-PSQ=0.403 (3 dims) - -
2026-03-13 17:23 eval Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) -0.04
2026-03-13 15:58 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-13 15:58 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 15:54 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 15:54 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 15:23 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-13 15:23 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 15:16 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 15:16 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 14:42 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-13 14:42 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 14:36 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 14:36 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 13:57 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-13 13:57 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 13:52 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 13:52 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 13:22 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-13 13:21 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 13:17 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 13:17 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.04
2026-03-13 12:46 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-13 12:46 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 12:36 eval_success PSQ evaluated: g-PSQ=0.403 (3 dims) - -
2026-03-13 12:36 eval Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) -0.04
2026-03-13 12:10 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-13 12:10 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 12:00 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 11:33 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 11:22 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 10:55 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 10:44 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 10:15 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 10:06 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 09:35 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 09:25 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 08:57 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 08:46 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 08:17 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 08:07 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 07:36 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 07:24 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 06:58 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 06:43 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 06:20 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 06:04 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.04
2026-03-13 05:44 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 05:27 eval Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) -0.04
2026-03-13 05:07 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 04:51 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 04:32 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 04:14 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 03:56 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 03:36 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.04
2026-03-13 03:22 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 02:58 eval Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) 0.00
2026-03-13 02:46 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 02:22 eval Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) 0.00
2026-03-13 02:12 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 01:47 eval Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) 0.00
2026-03-13 01:37 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 01:15 eval Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) -0.04
2026-03-13 01:13 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 00:46 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 00:44 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-13 00:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive)
2026-03-13 00:12 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Investigative tech journalism
2026-03-12 23:34 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-12 23:31 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-12 22:19 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-12 22:15 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-12 21:36 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-12 21:33 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.
2026-03-12 21:09 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-12 21:09 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
The article discusses the impact of AI on Amazon employees' workload, implying potential labor rights concerns.