Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 Privacy Security
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.40 ND Moderate positive 0.80 0.00 Digital Privacy
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
+0.10 Researchers Deanonymize Reddit and Hacker News Users at Scale (threatroad.substack.com)
18 points by hk_flying_gear 21 hours ago | 3 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Privacy Security Acknowledges
Article discusses research on deanonymizing users, slight positive lean
EQ 0.60
SO 0.70
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 11 HN snapshots · 6 evals
+1 0 −1 HN
Audit Trail 14 entries
2026-03-02 03:14 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-03-02 03:14 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 03:14 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.30
reasoning
Editorial discusses deanonymization research, tangential to rights
2026-03-02 03:12 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 03:12 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive) 0.00
reasoning
Exposing privacy abuses
2026-03-02 02:37 model_divergence Cross-model spread 0.60 exceeds threshold (2 models) - -
2026-03-02 02:37 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-02 02:37 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) -0.30
reasoning
Editorial discusses deanonymization research, tangential to rights
2026-03-02 02:35 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 02:35 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive) +0.20
reasoning
Exposing privacy abuses
2026-03-02 01:45 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 01:45 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
Editorial discusses deanonymization research, tangential to rights
2026-03-02 01:43 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 01:43 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Exposing privacy abuses