ND AI doesn't replace white collar work (www.marble.onl)
67 points by amarble 2 days ago | 103 comments on HN ~lite vlite-2.0
Summary ~lite
The article argues that AI won't replace white-collar work because it can't replicate human relationships and trust.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 59 HN snapshots · 61 evals
+1 0 −1 HN
Audit Trail 81 entries
2026-03-09 07:33 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 07:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 06:39 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-09 06:39 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The content discusses the limitations of AI in replacing white-collar work, focusing on the social and relationship-base
2026-03-09 06:39 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-09 06:39 eval_success Lite evaluated: Neutral (-0.06) - -
2026-03-09 06:39 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Neutral editorial on AI and work
2026-03-09 06:31 eval_success PSQ evaluated: g-PSQ=0.323 (3 dims) - -
2026-03-09 06:31 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) +0.00
2026-03-09 06:27 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 06:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:32 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-09 05:32 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The content discusses the limitations of AI in replacing white-collar work, focusing on the social and relationship-base
2026-03-09 05:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-09 05:31 eval_success Lite evaluated: Neutral (-0.06) - -
2026-03-09 05:31 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Neutral editorial on AI and work
2026-03-09 05:26 eval_success Lite evaluated: Neutral (-0.06) - -
2026-03-09 05:26 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Neutral editorial on AI and work
2026-03-09 05:22 eval_success PSQ evaluated: g-PSQ=0.321 (3 dims) - -
2026-03-09 05:22 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) -0.00
2026-03-09 05:17 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 05:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:13 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 05:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 04:22 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-09 04:22 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The content discusses the limitations of AI in replacing white-collar work, focusing on the social and relationship-base
2026-03-09 04:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-09 04:17 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-09 04:17 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The content discusses the limitations of AI in replacing white-collar work, focusing on the social and relationship-base
2026-03-09 04:17 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-09 04:17 eval_success Lite evaluated: Neutral (-0.06) - -
2026-03-09 04:17 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Neutral editorial on AI and work
2026-03-09 04:14 eval_success PSQ evaluated: g-PSQ=0.323 (3 dims) - -
2026-03-09 04:14 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) +0.00
2026-03-09 04:10 eval_success PSQ evaluated: g-PSQ=0.321 (3 dims) - -
2026-03-09 04:10 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 04:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 03:10 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The content discusses the limitations of AI in replacing white-collar work, focusing on the social and relationship-base
2026-03-09 03:09 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Neutral editorial on AI and work
2026-03-09 03:05 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The content discusses the limitations of AI in replacing white-collar work, focusing on the social and relationship-base
2026-03-09 03:05 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Neutral editorial on AI and work
2026-03-09 03:02 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 02:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 01:58 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Neutral editorial on AI and work
2026-03-09 01:56 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The content discusses the limitations of AI in replacing white-collar work, focusing on the social and relationship-base
2026-03-09 01:54 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) -0.00
2026-03-09 01:53 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Neutral editorial on AI and work
2026-03-09 01:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 00:49 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The content discusses the limitations of AI in replacing white-collar work, focusing on the social and relationship-base
2026-03-09 00:48 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Neutral editorial on AI and work
2026-03-09 00:46 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) +0.00
2026-03-09 00:44 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The content discusses the limitations of AI in replacing white-collar work, focusing on the social and relationship-base
2026-03-09 00:43 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) -0.04
reasoning
Neutral editorial on AI and work
2026-03-09 00:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 23:37 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) -0.00
2026-03-08 23:36 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The content discusses the limitations of AI in replacing white-collar work, focusing on the social and relationship-base
2026-03-08 23:36 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) +0.04
reasoning
Neutral editorial on AI and work
2026-03-08 23:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 22:14 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-08 22:14 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The content discusses the limitations of AI in replacing white-collar work, focusing on the social and relationship-base
2026-03-08 22:13 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Neutral editorial on AI and work
2026-03-08 22:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 20:50 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-03-08 20:50 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral)
reasoning
The content discusses the limitations of AI in replacing white-collar work, focusing on the social and relationship-base
2026-03-08 20:50 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral)
reasoning
Neutral editorial on AI and work
2026-03-08 20:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 20:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 20:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 20:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 20:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 20:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 20:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 20:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 20:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 19:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 19:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 19:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 19:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 19:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 19:29 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 19:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)