Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 +0.10 Neutral 0.80 -0.12 Cyber Security Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.38 +0.04 Mild negative 0.80 -0.40 Cyber Security
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct 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
-0.04 A timeline of cyber attacks:home users, contractors, and SMBs are now targets
3 points by EricAUS 4 hours ago | 2 comments on HN | Neutral ~lite vlite-1.5
Summary ~lite Cyber Security Rights Acknowledges
Cyber attacks target home users
EQ 0.60
SO 0.40
TD 0.70
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 57 HN snapshots · 3 evals
+1 0 −1 HN
Audit Trail 9 entries
2026-03-03 02:56 model_divergence Cross-model spread 0.26 exceeds threshold (2 models) - -
2026-03-03 02:56 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-03 02:56 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Cyber attacks on home users and SMBs discussed
2026-03-03 02:51 eval_success Lite evaluated: Mild negative (-0.21) - -
2026-03-03 02:51 model_divergence Cross-model spread 0.26 exceeds threshold (2 models) - -
2026-03-03 02:51 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative)
reasoning
Cyber attack trend discussion, no explicit rights advocacy
2026-03-03 02:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 02:51 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-03 02:51 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral)
reasoning
Cyber attacks on home users and SMBs discussed