ND The next fight over the use of facial recognition could be in the supermarkets (www.politico.com)
75 points by speckx 8 days ago | 41 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses facial recognition technology in grocery stores, no clear threats or trust damage found.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 178 HN snapshots · 54 evals
+1 0 −1 HN
Audit Trail 74 entries
2026-03-20 22:46 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 22:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 22:26 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-20 22:26 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 19:07 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 19:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 18:48 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-20 18:48 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 17:46 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-20 17:46 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 16:50 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 16:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.36
2026-03-20 16:28 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-20 16:28 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 08:55 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-20 08:55 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 08:45 eval_success PSQ evaluated: g-PSQ=-0.080 (3 dims) - -
2026-03-20 08:45 eval Evaluated by llama-4-scout-wai-psq: -0.08 (Neutral) -0.36
2026-03-20 08:15 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-20 08:15 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 08:05 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 08:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 07:36 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-20 07:36 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 07:21 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 07:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 06:55 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-20 06:55 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 06:38 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 06:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 06:15 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-20 06:15 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 05:59 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 05:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 05:39 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-20 05:39 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 05:22 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 05:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 05:04 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-20 05:04 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 04:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 04:30 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 04:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 03:54 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 03:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.36
2026-03-20 03:20 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 02:53 eval Evaluated by llama-4-scout-wai-psq: -0.08 (Neutral) -0.36
2026-03-20 02:40 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 02:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 02:04 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 01:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 01:40 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 01:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 00:56 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-20 00:30 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-20 00:26 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative)
reasoning
Neutral reporting on facial recognition
2026-03-19 23:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 23:44 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-19 23:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 23:06 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-19 22:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 22:16 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-19 21:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.36
2026-03-19 21:06 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-19 19:52 eval Evaluated by llama-4-scout-wai-psq: -0.08 (Neutral) -0.36
2026-03-19 19:49 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-19 18:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 18:33 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-19 17:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 17:19 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-19 16:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 16:03 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators
2026-03-19 14:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-19 14:45 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive)
reasoning
Editorial stance on facial recognition use in supermarkets, transparency indicators