ND Java Is Fast. Your Code Might Not Be (jvogel.me)
137 points by siegers 6 hours ago | 126 comments on HN ~lite vlite-2.0
Summary ~lite
Technical blog post on Java performance with neutral tone and transparent authorship.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 134 HN snapshots · 12 evals
+1 0 −1 HN
Audit Trail 30 entries
2026-03-20 19:42 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 19:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 19:31 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 19:31 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 19:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on Java performance, no human rights discussion
2026-03-20 18:30 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 18:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 18:21 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 18:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on Java performance, no human rights discussion
2026-03-20 18:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 17:55 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 17:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 17:33 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 17:33 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 17:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on Java performance, no human rights discussion
2026-03-20 17:03 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 17:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 16:18 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 16:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on Java performance, no human rights discussion
2026-03-20 16:18 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 15:46 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 15:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 15:41 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 15:41 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 15:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on Java performance, no human rights discussion
2026-03-20 15:03 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 15:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-20 15:01 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 15:01 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 15:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical blog post on Java performance, no human rights discussion