ND Gangs of Karachi (harpers.org)
26 points by ajax33 10 days ago | 2 comments on HN ~lite vlite-2.0
Summary ~lite
The article discusses gangs and violence in Karachi, providing a detailed account of the situation.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 225 HN snapshots · 81 evals
+1 0 −1 HN
Audit Trail 101 entries
2026-03-22 23:26 eval_success PSQ evaluated: g-PSQ=0.115 (3 dims) - -
2026-03-22 23:26 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 23:24 eval_success Lite evaluated: Neutral (0.09) - -
2026-03-22 23:24 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) -0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 21:45 eval_success PSQ evaluated: g-PSQ=0.115 (3 dims) - -
2026-03-22 21:45 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 21:28 eval_success Lite evaluated: Mild positive (0.15) - -
2026-03-22 21:28 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 20:31 eval_success PSQ evaluated: g-PSQ=0.115 (3 dims) - -
2026-03-22 20:31 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 20:12 eval_success Lite evaluated: Mild positive (0.15) - -
2026-03-22 20:12 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) +0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 19:07 eval_success PSQ evaluated: g-PSQ=0.115 (3 dims) - -
2026-03-22 19:07 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 18:59 eval_success Lite evaluated: Neutral (0.09) - -
2026-03-22 18:59 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) -0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 11:31 eval_success PSQ evaluated: g-PSQ=0.115 (3 dims) - -
2026-03-22 11:31 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 11:27 eval_success Lite evaluated: Mild positive (0.15) - -
2026-03-22 11:27 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) +0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 10:55 eval_success PSQ evaluated: g-PSQ=0.115 (3 dims) - -
2026-03-22 10:55 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 10:53 eval_success Lite evaluated: Neutral (0.09) - -
2026-03-22 10:53 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) -0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 10:16 eval_success Lite evaluated: Mild positive (0.15) - -
2026-03-22 10:16 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 10:16 eval_success PSQ evaluated: g-PSQ=0.115 (3 dims) - -
2026-03-22 10:16 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 09:40 eval_success Lite evaluated: Mild positive (0.15) - -
2026-03-22 09:40 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) +0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 09:37 eval_success PSQ evaluated: g-PSQ=0.115 (3 dims) - -
2026-03-22 09:37 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 09:02 eval_success Lite evaluated: Neutral (0.09) - -
2026-03-22 09:02 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) -0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 08:56 eval_success PSQ evaluated: g-PSQ=0.115 (3 dims) - -
2026-03-22 08:56 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 08:24 eval_success Lite evaluated: Mild positive (0.15) - -
2026-03-22 08:24 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 08:17 eval_success PSQ evaluated: g-PSQ=0.115 (3 dims) - -
2026-03-22 08:17 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 07:49 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 07:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 07:15 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) +0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 07:05 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 06:38 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 06:26 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 05:56 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 05:46 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 05:19 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 05:09 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 04:44 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 04:31 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 04:06 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) -0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 03:54 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 03:33 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) +0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 03:16 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 02:55 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 02:37 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 01:47 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) -0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 01:08 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-22 00:43 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-22 00:25 eval Evaluated by llama-3.3-70b-wai-psq: +0.04 (Neutral)
2026-03-22 00:22 eval Evaluated by llama-3.3-70b-wai: +0.03 (Neutral)
reasoning
Investigative journalism on gang violence
2026-03-21 23:55 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 23:06 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 22:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 21:49 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 21:23 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 21:15 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 20:11 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 20:02 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 19:30 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 19:21 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 18:49 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 18:41 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 18:11 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 18:04 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 17:35 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 17:28 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 16:55 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 16:46 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 16:13 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 16:06 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 15:35 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 15:29 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 14:57 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 14:51 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 14:16 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 14:12 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) +0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 13:33 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 13:26 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) -0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 12:56 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 12:51 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) +0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 12:14 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 12:11 eval Evaluated by llama-4-scout-wai: +0.09 (Neutral) -0.06
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 11:35 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 11:35 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 10:53 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-21 10:53 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns
2026-03-21 10:13 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-21 10:12 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive)
reasoning
Investigative journalism on Karachi gangs, implicit rights concerns