Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → home / krebsonsecurity.com / item 27183734
Model Comparison
Model Editorial Structural Class Conf SETL Theme @cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — — @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.50 — — @cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 Cybersecurity @cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.40 ND Moderate positive 0.80 0.00 Cybersecurity rights 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-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
Summary ~lite
The blog post 'Try This One Weird Trick Russian Hackers Hate' by Brian Krebs on Krebs on Security appears to be a cybersecurity advice article with a sensational title, but its tone is professional and informative.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal
· 8 evals
+1 0 −1 HN
Audit Trail
19 entries all eval pipeline all models llama-4-scout-wai-psq llama-3.3-70b-wai-psq llama-4-scout-wai llama-3.3-70b-wai
newest first
2026-03-05 17:21 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - - 2026-03-05 17:21
eval
Evaluated by llama-4-scout-wai-psq : +0.28 (Mild positive) 0.00 2026-03-05 17:16 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - - 2026-03-05 17:16
eval
Evaluated by llama-4-scout-wai-psq : +0.28 (Mild positive) 2026-03-05 17:10 eval_success PSQ evaluated: g-PSQ=-0.080 (3 dims) - - 2026-03-05 17:10
eval
Evaluated by llama-3.3-70b-wai-psq : -0.08 (Neutral) 0.00 2026-03-05 17:05 eval_success PSQ evaluated: g-PSQ=-0.080 (3 dims) - - 2026-03-05 17:05
eval
Evaluated by llama-3.3-70b-wai-psq : -0.08 (Neutral) 2026-03-02 20:34 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - - 2026-03-02 20:34 eval_success Lite evaluated: Mild positive (0.10) - - 2026-03-02 20:34
eval
Evaluated by llama-4-scout-wai : +0.10 (Mild positive) 0.00 reasoning Editorial on cybersecurity, no explicit human rights discussion
2026-03-02 20:29 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - - 2026-03-02 20:29 eval_success Lite evaluated: Moderate positive (0.40) - - 2026-03-02 20:29
eval
Evaluated by llama-3.3-70b-wai : +0.40 (Moderate positive) 0.00 reasoning Security blog exposes abuses
2026-03-02 20:29 eval_success Lite evaluated: Mild positive (0.10) - - 2026-03-02 20:29 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - - 2026-03-02 20:29
eval
Evaluated by llama-4-scout-wai : +0.10 (Mild positive) reasoning Editorial on cybersecurity, no explicit human rights discussion
2026-03-02 20:25 eval_success Lite evaluated: Moderate positive (0.40) - - 2026-03-02 20:25
eval
Evaluated by llama-3.3-70b-wai : +0.40 (Moderate positive) reasoning Security blog exposes abuses