ND Twelve-Tone Composition (www.johndcook.com)
32 points by ibobev 8 days ago | 15 comments on HN ~lite vlite-2.0
Summary ~lite
The article discusses twelve-tone composition in a neutral and informative manner.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 230 HN snapshots · 52 evals
+1 0 −1 HN
Audit Trail 72 entries
2026-03-20 19:07 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-20 19:07 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-20 18:48 eval_success Lite evaluated: Mild negative (-0.21) - -
2026-03-20 18:48 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 18:48 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 17:46 eval_success Lite evaluated: Mild negative (-0.21) - -
2026-03-20 17:46 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 17:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 16:50 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 16:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 16:29 eval_success Lite evaluated: Mild negative (-0.21) - -
2026-03-20 16:29 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 16:28 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 07:55 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-20 06:39 eval_success Lite evaluated: Mild negative (-0.21) - -
2026-03-20 06:39 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 06:39 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 06:29 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 06:29 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 06:02 eval_success Lite evaluated: Mild negative (-0.21) - -
2026-03-20 06:02 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 06:02 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 05:52 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 05:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 05:26 eval_success Lite evaluated: Mild negative (-0.21) - -
2026-03-20 05:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 05:26 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 05:14 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 05:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-20 04:52 eval_success Lite evaluated: Mild negative (-0.21) - -
2026-03-20 04:52 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 04:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 04:36 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-20 04:16 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 03:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 03:41 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 03:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 03:04 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 02:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 02:24 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 02:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-20 01:51 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 01:39 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-20 01:31 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 00:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-20 00:48 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-20 00:30 eval Evaluated by llama-3.3-70b-wai-psq: -0.08 (Neutral)
2026-03-20 00:26 eval Evaluated by llama-3.3-70b-wai: -0.05 (Neutral)
reasoning
Technical content, zero rights discussion
2026-03-19 23:41 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-19 23:27 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-19 23:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 22:48 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-19 22:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 21:34 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-19 20:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-19 20:17 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-19 19:29 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 19:02 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-19 18:14 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-19 18:11 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-19 17:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 17:05 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-19 15:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-19 15:52 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-19 14:34 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 14:31 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-19 13:13 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-19 13:10 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-19 12:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 12:27 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) 0.00
reasoning
Technical article on twelve-tone composition, no human rights discussion
2026-03-19 11:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-19 11:48 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative)
reasoning
Technical article on twelve-tone composition, no human rights discussion