0.00 Fast Chladni figure simulation in Python with NumPy vectorization (github.com)
4 points by ratwolf 14 days ago | 1 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Neutral
GitHub page for Chladni Figures simulation in Python
EQ 0.00
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 141 HN snapshots · 7 evals
+1 0 −1 HN
Audit Trail 18 entries
2026-03-07 20:49 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-07 20:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion or concerns
2026-03-07 20:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 20:44 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-07 20:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical GitHub page, no human rights discussion or concerns
2026-03-07 20:44 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 20:41 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-07 20:41 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral math content
2026-03-07 20:41 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-07 20:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-07 20:36 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-07 20:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Neutral math content
2026-03-05 10:43 eval_success PSQ evaluated: g-PSQ=0.744 (3 dims) - -
2026-03-05 10:43 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) 0.00
2026-03-05 10:38 eval_success PSQ evaluated: g-PSQ=0.744 (3 dims) - -
2026-03-05 10:38 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive)
2026-03-05 10:27 eval_success PSQ evaluated: g-PSQ=0.284 (3 dims) - -
2026-03-05 10:27 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)