ND AI still doesn't work well, businesses are faking it, and a reckoning is coming (www.theregister.com)
80 points by samizdis 8 days ago | 27 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses AI challenges in businesses and upcoming reckoning.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 9 HN snapshots · 83 evals
+1 0 −1 HN
Audit Trail 103 entries
2026-03-19 21:03 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 21:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-19 21:03 eval_success Lite evaluated: Neutral (0.01) - -
2026-03-19 21:03 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-19 21:03 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-19 19:49 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 19:49 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-19 19:39 eval_success Lite evaluated: Neutral (0.01) - -
2026-03-19 19:39 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-19 19:39 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-19 18:31 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 18:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 17:54 eval_success Lite evaluated: Neutral (0.01) - -
2026-03-19 17:54 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-19 17:54 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-19 16:58 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 16:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-19 16:37 eval_success Lite evaluated: Neutral (0.01) - -
2026-03-19 16:37 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-19 16:37 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-19 15:45 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 15:45 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 15:21 eval_success Lite evaluated: Neutral (0.01) - -
2026-03-19 15:21 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-19 15:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-19 14:18 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 14:18 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 13:58 eval_success Lite evaluated: Neutral (0.01) - -
2026-03-19 13:58 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-19 13:58 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-19 04:22 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 04:22 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 04:04 eval_success Lite evaluated: Neutral (0.01) - -
2026-03-19 04:04 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-19 02:58 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-19 02:40 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-19 01:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 01:17 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-18 22:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-18 21:56 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-18 20:58 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-18 20:41 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-18 03:03 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-18 02:57 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-18 01:04 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-18 01:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-18 00:30 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-18 00:27 eval Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive)
reasoning
AI business article, neutral stance
2026-03-17 23:44 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 23:30 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 22:31 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 22:16 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 21:17 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 20:59 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-17 19:59 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 19:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-17 18:47 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 18:32 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-17 18:05 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 17:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 17:21 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 17:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-17 16:44 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 16:26 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 16:08 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 15:50 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-17 15:33 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 15:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-17 14:53 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 14:30 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 14:12 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 13:47 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-17 13:30 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 12:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 12:30 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 12:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-17 11:55 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 11:32 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-17 11:17 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 10:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 10:42 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 10:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 10:05 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 09:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 09:26 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 09:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 08:51 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 08:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-17 08:15 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 07:50 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 07:40 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 07:14 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-17 07:05 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 06:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 06:30 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 06:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 05:55 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 05:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-17 05:20 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 04:47 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-17 04:45 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral) 0.00
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion
2026-03-17 04:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-17 04:09 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral)
reasoning
The article discusses AI in business, its limitations, and potential reckoning, without explicit human rights discussion