0.00 My Random Forest Was Mostly Learning Time-to-Expiry Noise (illya.sh)
38 points by iluxonchik 7 days ago | 5 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Machine Learning Neutral
Technical blog post on optimizing random forest features
EQ 0.00
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 341 HN snapshots · 70 evals
+1 0 −1 HN
Audit Trail 90 entries
2026-03-20 23:25 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 23:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 23:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 23:04 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 23:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 22:07 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 22:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 22:07 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 21:48 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 21:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 21:31 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 21:31 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 21:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 21:10 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 21:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 20:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 20:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 20:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 20:34 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 20:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 20:21 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 20:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 20:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 19:57 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 19:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 19:46 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 19:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 19:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 19:20 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 19:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 18:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 18:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 18:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 18:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 18:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 17:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 17:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 16:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 15:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 15:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 15:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 14:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 14:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 14:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 14:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 13:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 13:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 12:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 12:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 12:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 12:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 11:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 11:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 10:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 10:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 10:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 10:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 09:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 09:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 08:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 08:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 08:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 08:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 07:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 07:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 07:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 06:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 06:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 06:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 05:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 05:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 05:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 04:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 04:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 04:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 04:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 03:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 03:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 03:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 02:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 02:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 02:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 01:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 01:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 01:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 01:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on machine learning with no explicit human rights discussion
2026-03-20 00:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-20 00:10 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-03-20 00:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, zero rights discussion
2026-03-20 00:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical blog post on machine learning with no explicit human rights discussion