Privacy-preserving age and identity verification via anonymous credentials

Beta This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology →

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 @cf/meta/llama-4-scout-17b-16e-instruct lite -0.04 Compare

ND	Privacy-preserving age and identity verification via anonymous credentials (blog.cryptographyengineering.com)
	87 points by FrasiertheLion 2 days ago \| 61 comments on HN ~lite vlite-2.0

Summary ~lite

The article provides an illustrated primer on anonymous credentials for privacy-preserving age and identity verification.

Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 357 HN snapshots · 122 evals

Audit Trail 142 entries

2026-03-05 06:16	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 06:16	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 06:11	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 06:11	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 06:05	eval_success	PSQ evaluated: g-PSQ=0.038 (3 dims)	- -
2026-03-05 06:05	eval	Evaluated by llama-3.3-70b-wai-psq: +0.04 (Neutral)
2026-03-04 19:21	eval_success	Lite evaluated: Mild negative (-0.12)	- -
2026-03-04 19:21	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 19:08	eval_success	Lite evaluated: Mild negative (-0.10)	- -
2026-03-04 19:08	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 18:17	eval_success	Lite evaluated: Mild negative (-0.12)	- -
2026-03-04 18:17	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 18:12	eval_success	Lite evaluated: Mild negative (-0.12)	- -
2026-03-04 18:12	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 18:04	eval_success	Lite evaluated: Mild negative (-0.10)	- -
2026-03-04 18:04	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 18:00	eval_success	Lite evaluated: Mild negative (-0.10)	- -
2026-03-04 18:00	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 16:43	eval_success	Lite evaluated: Mild negative (-0.12)	- -
2026-03-04 16:43	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 16:38	eval_success	Lite evaluated: Mild negative (-0.12)	- -
2026-03-04 16:38	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 16:30	eval_success	Lite evaluated: Mild negative (-0.10)	- -
2026-03-04 16:30	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 15:58	eval_success	Lite evaluated: Mild negative (-0.12)	- -
2026-03-04 15:58	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 15:45	eval_success	Lite evaluated: Mild negative (-0.10)	- -
2026-03-04 15:45	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) -0.05
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 15:20	eval_success	Lite evaluated: Mild negative (-0.12)	- -
2026-03-04 15:19	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 15:08	eval_success	Lite evaluated: Neutral (-0.06)	- -
2026-03-04 15:08	eval	Evaluated by llama-4-scout-wai: -0.06 (Neutral) -0.04
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 14:40	eval_success	Lite evaluated: Mild negative (-0.12)	- -
2026-03-04 14:40	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 14:26	eval_success	Lite evaluated: Neutral (-0.02)	- -
2026-03-04 14:26	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) +0.04
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 14:01	eval_success	Lite evaluated: Mild negative (-0.12)	- -
2026-03-04 14:01	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 13:44	eval_success	Lite evaluated: Neutral (-0.06)	- -
2026-03-04 13:44	eval	Evaluated by llama-4-scout-wai: -0.06 (Neutral) +0.05
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 13:39	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 13:23	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 13:19	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 13:05	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 12:42	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 12:22	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 12:05	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 12:00	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 11:45	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 11:14	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 10:59	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 10:31	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 10:17	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 09:56	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 09:39	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 09:34	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 09:17	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 08:56	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 08:35	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 08:30	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) 0.00
	reasoning Technical blog on cryptography
2026-03-04 08:18	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 08:02	eval	Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative) -0.20
	reasoning Technical blog on cryptography
2026-03-04 07:50	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) -0.35
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 07:23	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 07:18	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 07:10	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) +0.06
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 06:09	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 06:01	eval	Evaluated by llama-4-scout-wai: +0.18 (Mild positive) -0.06
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 05:32	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 05:18	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 04:42	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 04:37	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 04:30	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 04:25	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 04:04	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 04:00	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 03:52	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 03:22	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 03:12	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 03:07	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 02:42	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 02:37	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 02:22	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 02:18	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 02:03	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 01:58	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 01:42	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) +0.06
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 01:18	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-04 01:13	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) -0.02
	reasoning Technical blog on cryptography
2026-03-04 01:03	eval	Evaluated by llama-4-scout-wai: +0.18 (Mild positive) -0.06
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 00:58	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 00:35	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Technical blog on cryptography
2026-03-04 00:18	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-04 00:13	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 23:57	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.02
	reasoning Technical blog on cryptography
2026-03-03 23:51	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) -0.02
	reasoning Technical blog on cryptography
2026-03-03 23:35	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 23:13	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.02
	reasoning Technical blog on cryptography
2026-03-03 22:56	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 22:43	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 22:27	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 22:16	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 21:32	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 21:17	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) -0.02
	reasoning Technical blog on cryptography
2026-03-03 21:12	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.02
	reasoning Technical blog on cryptography
2026-03-03 20:58	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 20:37	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 20:32	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 20:21	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 20:01	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 19:56	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 19:40	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 19:12	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 18:56	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 18:26	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 18:15	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 17:55	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 17:41	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 17:36	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 17:15	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 17:00	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 16:41	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 16:36	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 16:22	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 15:55	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 15:37	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 15:14	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 15:10	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 15:03	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 14:33	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 14:20	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 13:51	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 13:45	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) -0.02
	reasoning Technical blog on cryptography
2026-03-03 13:39	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 13:05	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.02
	reasoning Technical blog on cryptography
2026-03-03 13:00	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog on cryptography
2026-03-03 13:00	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 12:20	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) -0.02
	reasoning Technical blog on cryptography
2026-03-03 12:17	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 11:37	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.02
	reasoning Technical blog on cryptography
2026-03-03 11:32	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive)
	reasoning Technical article on cryptography, no explicit human rights discussion
2026-03-03 11:32	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral)
	reasoning Technical blog on cryptography

build bafb32b+r7v5 · deployed 2026-03-05 04:26 UTC · evaluated 2026-03-03 07:16:53 UTC