Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.63 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 +0.17 Mild positive 0.80 -0.12 Cybersecurity and War
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.70 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 +0.17 Mild positive 0.80 -0.12 Cyber Warfare
Section @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 @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
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
ND Iran appears to have conducted a significant cyberattack against a U.S. company (www.nbcnews.com)
27 points by chrisjj 5 days ago | 9 comments on HN ~lite vlite-2.0
Summary ~lite
Cyberattack reported
Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 87 HN snapshots · 26 evals
+1 0 −1 HN
Audit Trail 46 entries
2026-03-13 00:37 eval_success PSQ evaluated: g-PSQ=0.061 (3 dims) - -
2026-03-13 00:37 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral)
2026-03-13 00:33 eval_success Lite evaluated: Mild positive (0.13) - -
2026-03-13 00:33 eval Evaluated by llama-3.3-70b-wai: +0.13 (Mild positive)
reasoning
Cyberattack report with implicit rights concerns
2026-03-12 23:00 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-12 23:00 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-12 22:45 eval_success Lite evaluated: Mild positive (0.13) - -
2026-03-12 22:45 eval Evaluated by llama-4-scout-wai: +0.13 (Mild positive) 0.00
reasoning
The article reports on a cyberattack by an Iran-linked hacker group on a U.S. medical tech company, discussing the techn
2026-03-12 22:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-12 21:27 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-12 21:27 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-12 21:07 eval_success Lite evaluated: Mild positive (0.13) - -
2026-03-12 21:07 eval Evaluated by llama-4-scout-wai: +0.13 (Mild positive) 0.00
reasoning
The article reports on a cyberattack by an Iran-linked hacker group on a U.S. medical tech company, discussing the techn
2026-03-12 21:07 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-12 20:54 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-12 20:54 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-12 20:13 eval_success Lite evaluated: Mild positive (0.13) - -
2026-03-12 20:13 eval Evaluated by llama-4-scout-wai: +0.13 (Mild positive) 0.00
reasoning
The article reports on a cyberattack by an Iran-linked hacker group on a U.S. medical tech company, discussing the techn
2026-03-12 20:13 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-12 19:39 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-12 19:39 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-12 19:04 eval_success Lite evaluated: Mild positive (0.13) - -
2026-03-12 19:04 eval Evaluated by llama-4-scout-wai: +0.13 (Mild positive) 0.00
reasoning
The article reports on a cyberattack by an Iran-linked hacker group on a U.S. medical tech company, discussing the techn
2026-03-12 19:03 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-12 18:06 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-12 18:06 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-12 17:47 eval_success Lite evaluated: Mild positive (0.13) - -
2026-03-12 17:47 eval Evaluated by llama-4-scout-wai: +0.13 (Mild positive) 0.00
reasoning
The article reports on a cyberattack by an Iran-linked hacker group on a U.S. medical tech company, discussing the techn
2026-03-12 17:47 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-12 16:36 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-12 16:36 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-12 16:23 eval_success Lite evaluated: Mild positive (0.13) - -
2026-03-12 16:23 eval Evaluated by llama-4-scout-wai: +0.13 (Mild positive) 0.00
reasoning
The article reports on a cyberattack by an Iran-linked hacker group on a U.S. medical tech company, discussing the techn
2026-03-12 16:23 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-12 15:16 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-12 15:04 eval Evaluated by llama-4-scout-wai: +0.13 (Mild positive) 0.00
reasoning
The article reports on a cyberattack by an Iran-linked hacker group on a U.S. medical tech company, discussing the techn
2026-03-12 13:56 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-12 13:47 eval Evaluated by llama-4-scout-wai: +0.13 (Mild positive) 0.00
reasoning
The article reports on a cyberattack by an Iran-linked hacker group on a U.S. medical tech company, discussing the techn
2026-03-12 13:16 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-12 13:06 eval Evaluated by llama-4-scout-wai: +0.13 (Mild positive) 0.00
reasoning
The article reports on a cyberattack by an Iran-linked hacker group on a U.S. medical tech company, discussing the techn
2026-03-12 12:40 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-12 12:29 eval Evaluated by llama-4-scout-wai: +0.13 (Mild positive) 0.00
reasoning
The article reports on a cyberattack by an Iran-linked hacker group on a U.S. medical tech company, discussing the techn
2026-03-12 12:04 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-12 12:00 eval Evaluated by llama-4-scout-wai: +0.13 (Mild positive) 0.00
reasoning
The article reports on a cyberattack by an Iran-linked hacker group on a U.S. medical tech company, discussing the techn
2026-03-12 11:42 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive)
2026-03-12 11:41 eval Evaluated by llama-4-scout-wai: +0.13 (Mild positive)
reasoning
The article reports on a cyberattack by an Iran-linked hacker group on a U.S. medical tech company, discussing the techn