ND The quadratic problem nobody fixed (iev.ee)
260 points by lalitmaganti 10 days ago | 71 comments on HN ~lite vlite-2.0
Summary ~lite
The article discusses the quadratic problem in regex engines and a potential solution.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 591 HN snapshots · 78 evals
+1 0 −1 HN
Audit Trail 98 entries
2026-03-24 22:51 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-24 22:51 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 21:40 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-24 21:40 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 21:40 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 21:39 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-24 21:39 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 20:20 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-24 20:20 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 20:20 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 20:16 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-24 20:16 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 19:19 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-24 19:19 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 19:19 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 19:14 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-24 19:14 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 18:07 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-24 18:07 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 18:07 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 18:04 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-24 18:04 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 16:45 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-24 16:45 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 16:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 16:40 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-24 16:40 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 15:27 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-24 15:27 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 15:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 15:19 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-24 15:19 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 14:50 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-24 14:50 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 14:40 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 14:12 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 14:03 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 13:37 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 13:26 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 13:02 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 12:49 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 12:26 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 12:11 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 11:49 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 11:32 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 11:13 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 10:57 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 10:39 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 10:22 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 10:02 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 09:39 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 09:25 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 09:02 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 08:48 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 08:25 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 08:06 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 07:43 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 07:26 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 07:02 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 06:49 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 06:22 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 06:08 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 05:41 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 05:24 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 05:01 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 04:49 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 04:24 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 04:14 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 03:49 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 03:39 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 03:12 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 03:01 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 02:36 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 02:25 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 01:57 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 01:43 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 01:24 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-24 01:19 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 00:44 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-24 00:39 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-24 00:05 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-03-24 00:01 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral)
reasoning
Technical blog post on regex performance
2026-03-23 23:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-23 23:32 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-23 22:57 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-23 22:52 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-23 22:22 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-23 22:15 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-23 21:45 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-23 21:39 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-23 21:06 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-23 21:03 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-23 20:28 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-23 20:22 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-23 19:48 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-23 19:45 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on regex engine performance, no explicit human rights discussion
2026-03-23 19:12 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-23 19:11 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative)
reasoning
Technical article on regex engine performance, no explicit human rights discussion