ND Show HN: An application stack Claude coded directly in LLVM IR (github.com)
2 points by dboreham 5 days ago | 0 comments on HN ~lite vlite-2.0
Summary ~lite
Neutral GitHub page discussing an application stack with no visible threats.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 176 HN snapshots · 26 evals
+1 0 −1 HN
Audit Trail 46 entries
2026-03-13 06:19 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-13 06:19 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 06:10 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 06:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-13 06:10 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 05:41 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-13 05:41 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 05:35 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 05:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 05:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-13 05:04 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-13 05:04 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) +0.14
2026-03-13 04:59 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 04:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-13 04:59 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 04:27 eval_success PSQ evaluated: g-PSQ=0.464 (3 dims) - -
2026-03-13 04:27 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) -0.14
2026-03-13 04:22 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 04:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-13 04:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 03:51 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-13 03:51 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 03:47 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 03:47 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 03:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-13 03:15 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-13 03:15 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 03:12 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 03:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-13 03:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 02:39 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-13 02:39 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) +0.14
2026-03-13 02:37 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 02:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-13 02:04 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-13 02:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-13 01:29 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) -0.14
2026-03-13 01:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-13 00:58 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-13 00:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-13 00:23 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-13 00:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, zero rights discussion
2026-03-12 23:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-12 23:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-12 23:19 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-12 23:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical GitHub page, no human rights discussion