ND The Serial Safety Net: Efficient Concurrency Control on Modern Hardware (muratbuffalo.blogspot.com)
16 points by ingve 7 days ago | 0 comments on HN ~lite vlite-2.0
Summary ~lite
Technical blog post on efficient concurrency control, no psychoemotional threats detected.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 82 HN snapshots · 18 evals
+1 0 −1 HN
Audit Trail 38 entries
2026-03-19 18:50 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 18:50 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 18:43 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 18:43 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 18:43 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on computer science topic, no human rights discussion
2026-03-19 17:30 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 17:30 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 17:24 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 17:24 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 17:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on computer science topic, no human rights discussion
2026-03-19 16:17 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 16:17 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 16:09 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 16:09 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 16:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on computer science topic, no human rights discussion
2026-03-19 15:01 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 15:01 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 14:50 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 14:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on computer science topic, no human rights discussion
2026-03-19 14:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 13:36 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 13:36 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 13:31 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 13:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on computer science topic, no human rights discussion
2026-03-19 13:31 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 12:56 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 12:56 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 12:47 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 12:47 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 12:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on computer science topic, no human rights discussion
2026-03-19 12:12 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 12:12 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 12:08 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 12:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on computer science topic, no human rights discussion
2026-03-19 11:32 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 11:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on computer science topic, no human rights discussion
2026-03-19 10:55 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-19 10:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical blog post on computer science topic, no human rights discussion