Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.60 -0.20 Mild positive 0.90 0.69 Labor Rights AI
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.73 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.83 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 +0.19 Moderate positive 0.90 0.50 AI labor 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
+0.60 'AI Is African Intelligence': The Workers Who Train AI Are Fighting Back (www.404media.co)
69 points by beepbooptheory 5 days ago | 18 comments on HN | Mild positive ~lite vlite-1.6
Summary ~lite Labor Rights AI Advocates
Kenyan AI workers fight for better pay and mental health resources.
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 234 HN snapshots · 72 evals
+1 0 −1 HN
Audit Trail 92 entries
2026-03-13 23:22 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-13 23:22 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) -0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 23:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-13 22:19 eval_success PSQ evaluated: g-PSQ=0.178 (3 dims) - -
2026-03-13 22:19 eval Evaluated by llama-4-scout-wai-psq: +0.18 (Mild positive) +0.01
2026-03-13 22:03 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-13 22:03 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 22:03 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-13 20:38 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-13 20:38 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) +0.15
2026-03-13 20:18 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-13 20:18 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 20:18 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-13 19:13 eval_success PSQ evaluated: g-PSQ=0.018 (3 dims) - -
2026-03-13 19:13 eval Evaluated by llama-4-scout-wai-psq: +0.02 (Neutral) -0.18
2026-03-13 18:55 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-13 18:55 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) +0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 18:55 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-13 17:58 eval_success PSQ evaluated: g-PSQ=0.200 (3 dims) - -
2026-03-13 17:58 eval Evaluated by llama-4-scout-wai-psq: +0.20 (Mild positive) +0.16
2026-03-13 17:36 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-13 17:36 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) -0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 17:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-13 16:28 eval_success PSQ evaluated: g-PSQ=0.040 (3 dims) - -
2026-03-13 16:28 eval Evaluated by llama-4-scout-wai-psq: +0.04 (Neutral) -0.16
2026-03-13 16:09 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-13 16:09 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) +0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 16:09 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-13 15:35 eval_success PSQ evaluated: g-PSQ=0.200 (3 dims) - -
2026-03-13 15:35 eval Evaluated by llama-4-scout-wai-psq: +0.20 (Mild positive) +0.02
2026-03-13 15:33 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-13 15:33 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) -0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 15:33 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-13 14:53 eval Evaluated by llama-4-scout-wai-psq: +0.18 (Mild positive) 0.00
2026-03-13 14:48 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) +0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 13:52 eval Evaluated by llama-4-scout-wai-psq: +0.18 (Mild positive) 0.00
2026-03-13 13:51 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) -0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 13:18 eval Evaluated by llama-4-scout-wai-psq: +0.18 (Mild positive) 0.00
2026-03-13 13:18 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 12:37 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) +0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 12:37 eval Evaluated by llama-4-scout-wai-psq: +0.18 (Mild positive) +0.01
2026-03-13 12:03 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 12:00 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-13 11:27 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 11:20 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) -0.01
2026-03-13 10:49 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 10:41 eval Evaluated by llama-4-scout-wai-psq: +0.18 (Mild positive) 0.00
2026-03-13 10:10 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) -0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 10:03 eval Evaluated by llama-4-scout-wai-psq: +0.18 (Mild positive) +0.01
2026-03-13 09:33 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) +0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 09:22 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) -0.03
2026-03-13 08:52 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 08:43 eval Evaluated by llama-4-scout-wai-psq: +0.20 (Mild positive) +0.03
2026-03-13 08:13 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) -0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 08:05 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) -0.01
2026-03-13 07:33 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 07:21 eval Evaluated by llama-4-scout-wai-psq: +0.18 (Mild positive) +0.01
2026-03-13 06:55 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) +0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 06:41 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) -0.03
2026-03-13 06:16 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) +0.01
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 06:01 eval Evaluated by llama-4-scout-wai-psq: +0.20 (Mild positive) 0.00
2026-03-13 05:40 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 05:24 eval Evaluated by llama-4-scout-wai-psq: +0.20 (Mild positive) 0.00
2026-03-13 05:05 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) -0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 04:46 eval Evaluated by llama-4-scout-wai-psq: +0.20 (Mild positive) +0.02
2026-03-13 04:29 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) +0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 04:10 eval Evaluated by llama-4-scout-wai-psq: +0.18 (Mild positive) +0.14
2026-03-13 03:54 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 03:35 eval Evaluated by llama-4-scout-wai-psq: +0.04 (Neutral) -0.14
2026-03-13 03:19 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 02:57 eval Evaluated by llama-4-scout-wai-psq: +0.18 (Mild positive) -0.02
2026-03-13 02:42 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) -0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 02:22 eval Evaluated by llama-4-scout-wai-psq: +0.20 (Mild positive) +0.03
2026-03-13 02:09 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) +0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 01:47 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) -0.01
2026-03-13 01:34 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) -0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 01:15 eval Evaluated by llama-4-scout-wai-psq: +0.18 (Mild positive) +0.16
2026-03-13 01:11 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 00:46 eval Evaluated by llama-4-scout-wai-psq: +0.02 (Neutral) -0.16
2026-03-13 00:44 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) +0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-13 00:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive)
2026-03-13 00:12 eval Evaluated by llama-3.3-70b-wai: +0.43 (Moderate positive)
reasoning
Exposing AI labor abuses
2026-03-12 23:34 eval Evaluated by llama-4-scout-wai-psq: +0.18 (Mild positive) -0.02
2026-03-12 23:31 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-12 22:18 eval Evaluated by llama-4-scout-wai-psq: +0.20 (Mild positive) +0.16
2026-03-12 22:14 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-12 21:36 eval Evaluated by llama-4-scout-wai-psq: +0.04 (Neutral) -0.13
2026-03-12 21:33 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) -0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-12 21:08 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) +0.13
2026-03-12 21:08 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) +0.06
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues
2026-03-12 20:18 eval Evaluated by llama-4-scout-wai-psq: +0.04 (Neutral)
2026-03-12 20:17 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive)
reasoning
The article discusses the labor rights of Kenyan workers training AI, highlighting underpayment and mental health issues