ND A proposal to classify happiness as a psychiatric disorder (pmc.ncbi.nlm.nih.gov)
193 points by wjSgoWPm5bWAhXB 8 days ago | 103 comments on HN ~lite vlite-2.0
Summary ~lite
A formal academic proposal to classify happiness as a psychiatric disorder is presented in a reputable scientific journal.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 261 HN snapshots · 96 evals
+1 0 −1 HN
Audit Trail 116 entries
2026-03-19 22:34 eval_success PSQ evaluated: g-PSQ=0.208 (3 dims) - -
2026-03-19 22:34 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.16
2026-03-19 21:53 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-19 21:53 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) +0.18
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-19 21:53 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 21:01 eval_success PSQ evaluated: g-PSQ=0.048 (3 dims) - -
2026-03-19 21:01 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) -0.16
2026-03-19 20:37 eval_success Lite evaluated: Moderate negative (-0.58) - -
2026-03-19 20:37 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) -0.18
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-19 19:46 eval_success PSQ evaluated: g-PSQ=0.208 (3 dims) - -
2026-03-19 19:46 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.16
2026-03-19 19:16 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-19 19:16 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) +0.18
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-19 19:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 18:28 eval_success PSQ evaluated: g-PSQ=0.048 (3 dims) - -
2026-03-19 18:28 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) -0.16
2026-03-19 17:52 eval_success Lite evaluated: Moderate negative (-0.58) - -
2026-03-19 17:52 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) -0.18
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-19 16:51 eval_success PSQ evaluated: g-PSQ=0.208 (3 dims) - -
2026-03-19 16:51 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 16:35 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-19 16:35 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-19 16:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 15:38 eval_success PSQ evaluated: g-PSQ=0.208 (3 dims) - -
2026-03-19 15:38 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 15:20 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-19 15:20 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) +0.18
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-19 15:20 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 14:15 eval_success PSQ evaluated: g-PSQ=0.208 (3 dims) - -
2026-03-19 14:15 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.16
2026-03-19 13:56 eval_success Lite evaluated: Moderate negative (-0.58) - -
2026-03-19 13:56 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) -0.16
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-19 05:14 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-19 05:14 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) -0.02
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-19 04:12 eval_success PSQ evaluated: g-PSQ=0.048 (3 dims) - -
2026-03-19 04:12 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) -0.16
2026-03-19 03:55 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-19 02:52 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 02:34 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-19 01:23 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 01:14 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) +0.18
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 22:03 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.16
2026-03-18 21:46 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) -0.18
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 20:47 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-18 20:32 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) +0.25
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 15:43 eval Evaluated by llama-4-scout-wai: -0.65 (Strong negative) -0.07
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 15:40 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-18 15:03 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 15:00 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) -0.16
2026-03-18 14:27 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 14:21 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 13:49 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) +0.07
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 13:45 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.16
2026-03-18 13:15 eval Evaluated by llama-4-scout-wai: -0.65 (Strong negative) -0.07
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 13:09 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) -0.16
2026-03-18 12:37 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 12:28 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.16
2026-03-18 11:59 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) -0.16
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 11:49 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-18 11:22 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 11:07 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-18 10:44 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) +0.16
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 10:32 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-18 10:07 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 09:57 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) -0.16
2026-03-18 09:32 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 09:20 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.16
2026-03-18 08:55 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) +0.07
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 08:45 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-18 08:20 eval Evaluated by llama-4-scout-wai: -0.65 (Strong negative) -0.07
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 08:09 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) -0.16
2026-03-18 07:45 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) +0.07
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 07:32 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.32
2026-03-18 07:10 eval Evaluated by llama-4-scout-wai: -0.65 (Strong negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 06:57 eval Evaluated by llama-4-scout-wai-psq: -0.11 (Mild negative) -0.16
2026-03-18 06:35 eval Evaluated by llama-4-scout-wai: -0.65 (Strong negative) -0.07
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 06:20 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) -0.16
2026-03-18 06:00 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 05:45 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 05:25 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 05:09 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 04:50 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 04:32 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.16
2026-03-18 04:14 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) -0.16
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 03:54 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) -0.16
2026-03-18 03:34 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) +0.23
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 03:00 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.16
2026-03-18 02:30 eval Evaluated by llama-4-scout-wai: -0.65 (Strong negative) -0.07
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 01:03 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) -0.16
2026-03-18 00:50 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-18 00:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.07 (Neutral)
2026-03-18 00:18 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative)
reasoning
Medical article, neutral stance, transparent indicators
2026-03-17 23:42 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.16
2026-03-17 23:18 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-17 22:31 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-17 22:09 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-17 21:13 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) -0.16
2026-03-17 20:59 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) -0.18
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-17 19:59 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-17 19:46 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) +0.25
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-17 18:47 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-17 18:35 eval Evaluated by llama-4-scout-wai: -0.65 (Strong negative) -0.07
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-17 18:05 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.16
2026-03-17 17:58 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-17 17:20 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-17 17:15 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-17 16:40 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-17 16:36 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) +0.07
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-17 16:05 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) -0.16
2026-03-17 16:02 eval Evaluated by llama-4-scout-wai: -0.65 (Strong negative) -0.07
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-17 15:26 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-17 15:23 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-17 14:46 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-17 14:43 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative) 0.00
reasoning
Medical journal article, neutral tone, no explicit rights discussion
2026-03-17 14:04 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive)
2026-03-17 14:04 eval Evaluated by llama-4-scout-wai: -0.58 (Moderate negative)
reasoning
Medical journal article, neutral tone, no explicit rights discussion