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 — 0.53 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 -0.16 Neutral 0.80 0.14 Biometric Surveillance
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 +0.16 Moderate positive 0.90 0.31 Privacy Surveillance
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
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 openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
ND Mexico Mandates Biometric SIM Registration for All Phone Numbers (reclaimthenet.org)
18 points by mikece 3 days ago | 1 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 50 HN snapshots · 27 evals
+1 0 −1 HN
Audit Trail 47 entries
2026-03-05 07:03 eval_success PSQ evaluated: g-PSQ=0.006 (3 dims) - -
2026-03-05 07:03 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral)
2026-03-05 06:56 eval_success PSQ evaluated: g-PSQ=-0.260 (3 dims) - -
2026-03-05 06:56 eval Evaluated by llama-3.3-70b-wai-psq: -0.26 (Mild negative)
2026-03-03 01:17 eval_success Lite evaluated: Neutral (-0.09) - -
2026-03-03 01:17 eval Evaluated by llama-3.3-70b-wai: -0.09 (Neutral) 0.00
reasoning
News article on biometric SIM registration
2026-03-03 01:17 model_divergence Cross-model spread 0.39 exceeds threshold (2 models) - -
2026-03-03 01:07 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-03 01:07 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-03 01:07 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 01:02 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-03 01:02 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 01:02 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-03 00:40 eval_success Lite evaluated: Neutral (-0.09) - -
2026-03-03 00:40 eval Evaluated by llama-3.3-70b-wai: -0.09 (Neutral) 0.00
reasoning
News article on biometric SIM registration
2026-03-03 00:35 eval_success Lite evaluated: Neutral (-0.09) - -
2026-03-03 00:35 eval Evaluated by llama-3.3-70b-wai: -0.09 (Neutral) 0.00
reasoning
News article on biometric SIM registration
2026-03-03 00:18 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-03 00:18 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) -0.26
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-03 00:01 eval_success Lite evaluated: Neutral (-0.09) - -
2026-03-03 00:01 eval Evaluated by llama-3.3-70b-wai: -0.09 (Neutral) -0.53
reasoning
News article on biometric SIM registration
2026-03-02 23:47 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 23:47 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-02 23:22 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-02 23:22 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
News article on biometric SIM registration
2026-03-02 23:06 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 23:06 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-02 23:01 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 23:01 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) -0.04
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-02 22:45 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-02 22:45 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) +0.04
reasoning
News article on biometric SIM registration
2026-03-02 22:17 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 22:17 eval Evaluated by llama-4-scout-wai: +0.60 (Strong positive) 0.00
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-02 22:07 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 22:07 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive) 0.00
reasoning
News article on biometric SIM registration
2026-03-02 21:36 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 21:36 eval Evaluated by llama-4-scout-wai: +0.60 (Strong positive) 0.00
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-02 21:29 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive) +0.20
reasoning
News article on biometric SIM registration
2026-03-02 20:55 eval Evaluated by llama-4-scout-wai: +0.60 (Strong positive) 0.00
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-02 20:45 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) -0.20
reasoning
News article on biometric SIM registration
2026-03-02 20:04 eval Evaluated by llama-4-scout-wai: +0.60 (Strong positive) 0.00
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-02 19:59 eval Evaluated by llama-4-scout-wai: +0.60 (Strong positive) 0.00
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-02 19:59 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive) +0.20
reasoning
News article on biometric SIM registration
2026-03-02 19:53 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
News article on biometric SIM registration
2026-03-02 19:22 eval Evaluated by llama-4-scout-wai: +0.60 (Strong positive) 0.00
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-02 19:17 eval Evaluated by llama-4-scout-wai: +0.60 (Strong positive)
reasoning
Article discusses Mexico's biometric SIM registration mandate, privacy concerns
2026-03-02 19:15 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
News article on biometric SIM registration