Mexico Mandates Biometric SIM Registration for All Phone Numbers

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 -0.04 @cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 Compare

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite	ND	ND	—	0.70	—	—
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	ND	ND	—	0.60	—	—
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	-0.04	-0.20	Mild negative	0.80	0.18	Biometric Surveillance
@cf/meta/llama-4-scout-17b-16e-instruct lite	+0.40	-0.20	Mild positive	0.80	0.49	Privacy Surveillance

Section	@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	@cf/meta/llama-4-scout-17b-16e-instruct 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
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Article 27	ND	ND	ND	ND
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Article 30	ND	ND	ND	ND

ND	Mexico Mandates Biometric SIM Registration for All Phone Numbers (reclaimthenet.org)
	30 points by latein 19 hours ago \| 12 comments on HN ~lite vlite-2.0

Summary ~lite

Article discusses Mexico's biometric SIM registration mandate, potential surveillance implications.

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

Longitudinal 90 HN snapshots · 35 evals

Audit Trail 55 entries

2026-03-05 05:20	eval_success	PSQ evaluated: g-PSQ=0.006 (3 dims)	- -
2026-03-05 05:20	eval	Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral)
2026-03-05 05:09	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-05 05:09	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-05 01:55	model_divergence	Cross-model spread 0.26 exceeds threshold (2 models)	- -
2026-03-05 01:55	eval_success	Lite evaluated: Mild negative (-0.10)	- -
2026-03-05 01:55	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-05 01:41	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-05 01:41	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 01:41	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-05 01:15	eval_success	Lite evaluated: Mild negative (-0.10)	- -
2026-03-05 01:15	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-05 01:02	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-05 01:02	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-05 01:02	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 00:41	eval_success	Lite evaluated: Mild negative (-0.10)	- -
2026-03-05 00:41	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-05 00:25	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-05 00:25	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-05 00:25	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 00:20	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-05 00:20	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 00:20	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-05 00:02	eval_success	Lite evaluated: Mild negative (-0.10)	- -
2026-03-05 00:02	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-04 23:41	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-04 23:41	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 23:41	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 23:24	eval_success	Lite evaluated: Mild negative (-0.10)	- -
2026-03-04 23:24	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-04 23:00	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-04 23:00	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 23:00	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 22:55	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 22:44	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-04 22:39	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-04 22:11	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 22:02	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-04 21:40	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 21:24	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-04 21:19	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-04 20:56	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 20:39	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-04 20:21	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 20:06	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-04 19:41	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 19:12	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-04 18:31	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 18:26	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 18:11	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-04 17:04	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 16:43	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning News article on biometric SIM registration
2026-03-04 16:13	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 16:08	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive)
	reasoning Article discusses Mexico's biometric SIM registration mandate, relating to privacy and surveillance.
2026-03-04 16:07	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative)
	reasoning News article on biometric SIM registration

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