ND Show HN: Hopalong Attractor. An old classic with a new perspective in 3D (github.com)
25 points by ratwolf 12 days ago | 2 comments on HN ~lite vlite-2.0
Summary ~lite
GitHub repository for Hopalong Attractor, a mathematical concept, with transparent and neutral content.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 360 HN snapshots · 102 evals
+1 0 −1 HN
Audit Trail 122 entries
2026-03-11 04:17 eval_success PSQ evaluated: g-PSQ=0.744 (3 dims) - -
2026-03-11 04:17 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) 0.00
2026-03-11 04:08 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-11 04:08 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 04:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-11 03:02 eval_success PSQ evaluated: g-PSQ=0.744 (3 dims) - -
2026-03-11 03:02 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-11 02:45 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-11 02:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-11 02:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 01:19 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-11 01:18 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-11 01:10 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-11 01:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-11 01:10 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 00:45 eval_success PSQ evaluated: g-PSQ=0.284 (3 dims) - -
2026-03-11 00:45 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-11 00:44 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-11 00:44 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, zero rights discussion
2026-03-11 00:44 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-10 23:48 eval_success PSQ evaluated: g-PSQ=0.744 (3 dims) - -
2026-03-10 23:48 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 23:30 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 23:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 23:30 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 22:05 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-10 22:05 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 21:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 21:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 21:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 21:02 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 21:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 21:02 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 20:35 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 20:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 18:34 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-10 18:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 17:59 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 17:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 17:24 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-10 17:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 16:46 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 16:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 16:07 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-10 15:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 15:35 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 15:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 14:57 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-10 14:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 14:27 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 14:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 13:50 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 13:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 13:17 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 13:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 12:40 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 12:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 12:22 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 12:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 12:01 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 11:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 11:45 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 11:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 11:28 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 11:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 11:11 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 10:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 10:54 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-10 10:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 10:33 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) 0.00
2026-03-10 10:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 10:18 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 10:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 10:02 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-10 09:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 09:44 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 09:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 09:27 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-10 09:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 09:10 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) 0.00
2026-03-10 08:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 08:53 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) 0.00
2026-03-10 08:43 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 08:36 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) 0.00
2026-03-10 08:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 08:18 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 08:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 08:01 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-10 07:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 07:41 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 07:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 07:24 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-10 07:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 07:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 07:04 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) 0.00
2026-03-10 06:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 06:44 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 06:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 06:22 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 06:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 06:05 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-10 05:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 05:48 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) 0.00
2026-03-10 05:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 05:32 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) 0.00
2026-03-10 05:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 05:15 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 05:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 04:57 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 04:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 04:37 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-10 04:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 04:04 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 03:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 03:47 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) -0.14
2026-03-10 03:43 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 03:31 eval Evaluated by llama-4-scout-wai-psq: +0.74 (Strong positive) +0.14
2026-03-10 03:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 03:13 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 03:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-10 02:56 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-10 02:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical GitHub page, no human rights discussion