Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 -0.24 Mild positive 0.80 0.51 Facial Recognition
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.50 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 -0.64 Mild negative 0.80 0.69 Facial Recognition
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
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