ND ZJIT removes redundant object loads and stores (railsatscale.com)
92 points by tekknolagi 9 days ago | 19 comments on HN ~lite vlite-2.0
Summary ~lite
Technical blog post explains ZJIT's load-store optimization.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 509 HN snapshots · 137 evals
+1 0 −1 HN
Audit Trail 157 entries
2026-03-24 17:54 eval_success PSQ evaluated: g-PSQ=0.366 (3 dims) - -
2026-03-24 17:54 eval Evaluated by llama-4-scout-wai-psq: +0.37 (Moderate positive) +0.09
2026-03-24 17:21 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-24 17:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-24 17:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 16:15 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-24 16:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-24 15:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-24 15:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-24 15:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-23 17:05 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-23 17:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 17:05 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-23 16:44 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-23 16:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 16:25 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-23 16:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 16:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-23 16:04 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-23 16:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 15:47 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-23 15:47 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-23 15:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 15:24 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-23 15:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 15:09 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-23 15:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 15:09 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-23 14:46 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-23 14:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 14:34 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-23 14:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 14:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-23 14:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 13:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 13:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 13:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 12:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 12:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 12:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 12:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 11:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 11:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 11:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 11:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 10:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 10:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 09:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 09:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 09:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 09:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 08:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 08:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 08:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 07:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 07:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 07:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 06:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 06:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 06:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 06:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 05:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 05:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 05:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 04:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 04:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 04:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 03:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 03:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 02:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-23 01:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 01:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 23:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 23:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 22:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 22:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 21:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 21:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 20:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 20:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 19:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 18:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 18:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 18:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 17:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 17:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 17:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 16:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 16:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 16:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 15:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 15:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 15:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 15:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 14:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 14:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 13:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 13:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 13:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 13:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 12:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 12:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 12:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 12:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 11:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 11:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 11:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 10:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 10:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 10:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 09:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 09:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 09:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 09:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 08:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 08:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 07:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 07:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 07:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 07:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 06:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 06:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 06:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 05:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 05:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 05:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 04:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 04:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 04:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 04:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 03:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 03:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 03:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 02:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 01:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 01:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 00:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-22 00:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 00:10 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-22 00:05 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral)
reasoning
Technical content, zero rights discussion
2026-03-21 23:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-21 22:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 22:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-21 21:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 21:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-21 20:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 20:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-21 19:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 19:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-21 19:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 18:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-21 18:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 18:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-21 17:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 17:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion
2026-03-21 17:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-21 17:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical blog post on optimizing object loads and stores in ZJIT, no human rights discussion