ND Celebrating Interesting Flickr Technologies (medium.com)
57 points by steerpike 5 days ago | 11 comments on HN ~lite vlite-2.0
Summary ~lite
The article celebrates Flickr technology with a positive and appreciative tone.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 404 HN snapshots · 136 evals
+1 0 −1 HN
Audit Trail 156 entries
2026-03-15 17:57 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 17:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 17:41 eval_success Lite evaluated: Neutral (-0.07) - -
2026-03-15 17:41 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-15 17:41 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 16:43 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 16:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 16:27 eval_success Lite evaluated: Neutral (-0.07) - -
2026-03-15 16:27 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-15 16:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 22:33 eval_success Lite evaluated: Neutral (-0.07) - -
2026-03-14 22:33 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 22:33 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 21:35 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-14 21:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 21:21 eval_success Lite evaluated: Neutral (-0.07) - -
2026-03-14 21:21 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 21:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 20:18 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-14 20:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 20:11 eval_success Lite evaluated: Neutral (-0.07) - -
2026-03-14 20:10 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 20:10 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 18:52 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-14 18:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 18:25 eval_success Lite evaluated: Neutral (-0.07) - -
2026-03-14 18:25 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 18:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 17:12 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-14 17:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 16:42 eval_success Lite evaluated: Neutral (-0.07) - -
2026-03-14 16:42 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 16:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 15:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 15:30 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 15:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 14:50 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 14:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 14:14 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 13:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 13:36 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 13:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 13:00 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 12:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 12:25 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 11:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 11:50 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 11:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 11:14 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 10:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 10:39 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 10:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 10:02 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 09:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 09:19 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 08:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 08:40 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 08:00 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 07:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 07:19 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 07:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 06:37 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 06:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 05:59 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 05:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 05:21 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 05:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 04:40 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 04:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 04:05 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 03:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 03:25 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 03:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 02:46 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 02:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 02:07 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 01:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 01:28 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 01:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 00:59 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 00:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 00:32 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-14 00:19 eval Evaluated by llama-3.3-70b-wai-psq: +0.19 (Mild positive)
2026-03-14 00:15 eval Evaluated by llama-3.3-70b-wai: -0.07 (Neutral)
reasoning
Technical content with no rights discussion
2026-03-13 23:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 23:12 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 22:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 21:55 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 21:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 20:55 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 20:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 19:43 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 18:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 18:24 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 17:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 16:53 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 16:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 15:47 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 15:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 15:10 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 14:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 14:27 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 14:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 13:50 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 13:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 13:19 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 12:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 12:42 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 12:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 12:05 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 11:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 11:30 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 11:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 10:52 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 10:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 10:13 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 09:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 09:35 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 09:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 08:57 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 08:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 08:19 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 07:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 07:39 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 07:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 07:00 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 06:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 06:22 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 05:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 05:46 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 05:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 05:11 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-13 04:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 04:34 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-12 18:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 17:52 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-12 16:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 16:27 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-12 15:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 15:06 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-12 14:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 13:48 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-12 13:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 13:07 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-12 12:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 12:30 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-12 12:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 12:00 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-12 11:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 11:41 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-12 11:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 11:20 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-12 10:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 10:42 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral) 0.00
reasoning
Technical article about Flickr technology, no human rights discussion
2026-03-12 09:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-12 09:27 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral)
reasoning
Technical article about Flickr technology, no human rights discussion