ND The Case of the Disappearing Secretary (rowlandmanthorpe.substack.com)
59 points by rwmj 2 days ago | 19 comments on HN ~lite vlite-2.0
Summary ~lite
Evaluated a newsletter article on automation, finding neutral to positive psychoemotional safety cues.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 206 HN snapshots · 83 evals
+1 0 −1 HN
Audit Trail 103 entries
2026-03-08 19:22 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 19:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 19:07 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 19:07 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 18:53 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-08 18:53 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-08 18:53 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-08 17:58 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-08 17:58 eval Evaluated by llama-3.3-70b-wai: -0.24 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 17:58 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 16:36 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 16:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 16:31 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 16:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 16:11 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 16:11 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 15:55 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-08 15:55 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-08 15:55 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) -0.06
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-08 15:38 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-08 15:38 eval Evaluated by llama-3.3-70b-wai: -0.24 (Mild negative) +0.02
reasoning
Technical content, zero rights discussion
2026-03-08 15:38 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 07:31 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 07:31 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 07:26 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 07:26 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 07:22 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-03-08 07:22 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-08 07:22 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-08 07:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-08 06:58 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-08 06:58 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 06:51 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 06:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 06:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 06:26 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 06:25 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-08 06:20 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-08 05:59 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 05:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 05:25 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 05:20 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 05:17 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-08 04:55 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 04:51 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 04:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 04:20 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 04:17 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-08 03:52 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 03:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 03:19 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 03:16 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-08 03:14 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 02:45 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 02:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 02:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 02:11 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-08 02:08 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 02:05 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-08 01:43 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 01:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 01:05 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 01:02 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-08 00:58 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-08 00:41 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 00:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 00:04 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 23:55 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-07 23:38 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-07 23:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 23:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 22:54 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 22:45 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-07 22:30 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-07 21:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 20:13 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 19:51 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-07 19:36 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-07 18:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 18:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 18:38 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 17:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 17:44 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 16:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 16:44 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 16:39 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 16:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 16:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 16:07 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 16:03 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 15:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 15:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 15:30 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 15:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 15:00 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 14:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-07 14:26 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-07 14:21 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-07 14:15 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-07 14:10 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-07 14:04 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-07 13:59 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral)
reasoning
The content discusses automation and its impact on jobs, with a focus on past and future waves of automation. The articl
2026-03-07 13:59 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative)
reasoning
Technical content, zero rights discussion