+0.10 Online age-verification tools for child safety are surveilling adults (www.cnbc.com)
656 points by bilsbie 3 days ago | 341 comments on HN | Moderate negative ~lite vlite-1.6
Summary ~lite Child Safety Acknowledges
The article discusses online age-verification tools for child safety and their potential impact on adult privacy.
EQ 0.50
SO 0.50
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 1031 HN snapshots · 119 evals
+1 0 −1 HN
Audit Trail 139 entries
2026-03-13 20:33 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-13 20:33 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-13 20:33 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-13 19:31 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-13 19:31 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-13 19:08 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-13 19:08 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.06
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-13 19:08 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-13 18:15 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-13 18:15 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-13 17:54 eval_success Lite evaluated: Mild negative (-0.28) - -
2026-03-13 17:54 eval Evaluated by llama-4-scout-wai: -0.28 (Mild negative) +0.06
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-13 17:54 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-13 16:41 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-13 16:41 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-13 16:22 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-13 16:22 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-13 16:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-12 23:10 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-12 23:10 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-12 22:54 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-12 22:54 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-12 22:54 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-12 20:45 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-12 20:45 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-12 20:27 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-12 20:27 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-12 20:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-12 19:19 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-12 19:19 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-12 18:45 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-12 18:45 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-12 18:44 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-12 17:37 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-12 17:17 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-12 16:14 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-12 15:57 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-12 14:48 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-12 14:28 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 23:25 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 23:21 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 22:47 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 22:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 21:56 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 21:46 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 20:42 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 20:25 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 19:19 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 19:09 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 18:09 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 17:57 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 16:56 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 16:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 15:42 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 15:18 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 14:17 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 14:04 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 13:06 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 12:54 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 12:26 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 12:16 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 11:50 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 11:40 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 11:15 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 11:06 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 10:41 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 10:29 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 10:05 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 09:51 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 09:25 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 09:11 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 08:49 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 08:34 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 08:12 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 07:57 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 07:37 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 07:19 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 07:02 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 06:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 06:27 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 06:06 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 05:52 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 05:30 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 05:17 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 04:50 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 04:35 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 03:39 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 03:20 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 02:23 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 02:08 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 01:40 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 01:23 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-11 00:54 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 00:11 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-11 00:08 eval Evaluated by llama-3.3-70b-wai: -0.36 (Moderate negative)
reasoning
CNBC article on child safety and AI surveillance
2026-03-10 23:58 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 23:02 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 22:51 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 22:33 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 22:28 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 22:15 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 22:10 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 21:41 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 21:35 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.06
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 21:23 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 21:17 eval Evaluated by llama-4-scout-wai: -0.28 (Mild negative) +0.06
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 21:04 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 20:55 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 20:42 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 20:19 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 20:07 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 20:02 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 19:48 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 19:45 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.06
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 19:28 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 19:27 eval Evaluated by llama-4-scout-wai: -0.28 (Mild negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 19:10 eval Evaluated by llama-4-scout-wai: -0.28 (Mild negative) +0.06
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 19:08 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 18:51 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 18:47 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 18:17 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 18:11 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 17:59 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 17:50 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 17:30 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 17:15 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 16:55 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 16:36 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 16:17 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 15:59 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 15:43 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 15:26 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 15:15 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 14:48 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 14:42 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 14:16 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 14:13 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests
2026-03-10 13:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-10 13:40 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative)
reasoning
The content provided appears to be CSS styles and does not directly discuss human rights, but the article title suggests