ND The 185-Microsecond Type Hint (blog.sturdystatistics.com)
70 points by kianN 3 days ago | 13 comments on HN ~lite vlite-2.0
Summary ~lite
A technical blog post about optimizing Clojure code for performance.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 429 HN snapshots · 115 evals
+1 0 −1 HN
Audit Trail 135 entries
2026-03-05 06:49 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 06:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 06:44 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 06:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 06:42 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 06:42 eval Evaluated by llama-3.3-70b-wai-psq: +0.12 (Mild positive) 0.00
2026-03-05 06:37 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 06:37 eval Evaluated by llama-3.3-70b-wai-psq: +0.12 (Mild positive)
2026-03-04 18:43 eval_success Lite evaluated: Moderate negative (-0.52) - -
2026-03-04 18:43 eval Evaluated by llama-3.3-70b-wai: -0.52 (Moderate negative) 0.00
reasoning
Technical blog post on optimization
2026-03-04 17:44 eval_success Lite evaluated: Strong negative (-0.68) - -
2026-03-04 17:44 eval Evaluated by llama-4-scout-wai: -0.68 (Strong negative) -0.76
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-04 17:22 eval_success Lite evaluated: Moderate negative (-0.52) - -
2026-03-04 17:22 eval Evaluated by llama-3.3-70b-wai: -0.52 (Moderate negative) -0.60
reasoning
Technical blog post on optimization
2026-03-04 06:40 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 06:40 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-04 06:40 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 06:27 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 06:27 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-04 06:27 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 06:22 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 06:22 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-04 06:22 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 02:07 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 02:07 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-04 02:07 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 01:57 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 01:57 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-04 01:57 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 01:51 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 01:51 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-04 01:51 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 01:22 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 01:22 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-04 01:17 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-04 01:14 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-04 00:37 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-04 00:33 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 23:58 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 23:53 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 23:52 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 23:12 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 23:12 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 23:07 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 22:40 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 22:37 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 22:35 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 22:09 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 22:03 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 21:10 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 21:05 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 20:36 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 20:26 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 20:22 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 20:06 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 19:40 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 19:34 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 19:21 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 18:48 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 18:36 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 18:11 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 18:05 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 18:00 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 17:33 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 17:20 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 16:55 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 16:49 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 16:48 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 16:11 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 16:09 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 16:03 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 15:24 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 15:20 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 14:51 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 14:48 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 14:46 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 14:43 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 14:00 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 13:59 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 13:22 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 13:19 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 12:36 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 12:35 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 12:30 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 11:56 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 11:49 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 11:12 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 11:02 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 10:27 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 10:17 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 10:12 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 09:42 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 09:25 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 09:05 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 09:00 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 08:52 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 08:20 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 08:13 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 07:47 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 07:42 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 07:36 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 06:59 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 06:46 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 06:14 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 06:10 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 06:09 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 05:35 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 05:35 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 05:30 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 04:52 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 04:46 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 04:41 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 04:25 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 04:09 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 03:49 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 03:32 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 03:27 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 03:12 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 02:53 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 02:34 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 02:29 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 02:18 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 02:00 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 01:37 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 01:14 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 00:59 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 00:37 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimization
2026-03-03 00:17 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 00:12 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) -0.08
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-03 00:04 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) -0.08
reasoning
Technical blog post on optimization
2026-03-02 23:41 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) -0.04
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-02 23:33 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive) +0.04
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-02 23:27 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Technical blog post on optimization
2026-03-02 22:59 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive)
reasoning
Technical blog post on optimizing Clojure code, no human rights discussion
2026-03-02 22:56 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive)
reasoning
Technical blog post on optimization