ND Image manipulation with convolution using Julia (medium.com)
36 points by AhmadHamze 5 days ago | 5 comments on HN ~lite vlite-2.0
Summary ~lite
The article discusses image manipulation with convolution using Julia, with a clear and identified author.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 292 HN snapshots · 51 evals
+1 0 −1 HN
Audit Trail 71 entries
2026-03-07 01:24 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 01:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 01:21 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-07 01:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-07 01:18 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 01:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 00:48 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-07 00:48 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-07 00:31 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 00:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 23:49 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 23:49 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 23:44 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 23:44 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 23:42 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 23:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 23:13 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 23:13 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 23:08 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 23:08 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 23:07 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 23:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 22:05 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 22:05 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 22:03 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 22:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 21:18 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 21:18 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 21:15 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 21:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 21:10 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 21:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 20:34 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 20:34 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 20:29 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 20:29 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 20:28 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 20:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:54 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 19:54 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 19:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:20 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 19:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 18:41 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 18:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 18:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 17:58 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 17:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:49 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 16:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:15 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 16:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 15:42 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 15:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 15:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 15:07 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 14:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 14:24 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 13:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 13:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 13:49 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 13:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 13:13 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 12:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 12:39 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 12:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-06 12:34 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive)
2026-03-06 12:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on image manipulation with Julia, no human rights discussion
2026-03-06 12:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical article on image manipulation with Julia, no human rights discussion
2026-03-06 12:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical article on Julia programming