Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 ND Mild positive 0.80 0.00 Digital Security
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.30 ND Moderate positive 0.80 0.00 Data 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
+0.10 AAD misconfiguration led to Bing.com results manipulation, account takeover (www.wiz.io)
391 points by alosch7 1066 days ago | 106 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Digital Security Acknowledges
Exposes AAD misconfiguration
EQ 0.60
SO 0.40
TD 0.20
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Audit Trail 9 entries
2026-02-28 10:30 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-02-28 10:30 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive)
2026-02-28 10:30 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:29 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 10:29 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 10:29 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
2026-02-28 10:24 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 10:24 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
2026-02-28 10:24 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -