Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.40 ND Moderate positive 0.90 0.00 Digital Security Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.36 ND Moderate positive 0.90 0.00 Digital 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
+0.40 Bitwarden PINs can be brute-forced (ambiso.github.io)
441 points by aborsy 1077 days ago | 276 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Digital Security Rights Acknowledges
Exposes Bitwarden PIN vulnerability
EQ 0.80
SO 0.70
TD 0.60
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Audit Trail 13 entries
2026-02-28 10:30 eval_success Lite evaluated: Moderate positive (0.36) - -
2026-02-28 10:30 eval Evaluated by llama-4-scout-wai: +0.36 (Moderate positive)
2026-02-28 10:30 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:25 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 10:25 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 10:25 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive)
2026-02-26 06:53 dlq Dead-lettered after 1 attempts: Bitwarden PINs can be brute-forced - -
2026-02-26 06:44 credit_exhausted Credit balance too low, retrying in 273s - -
2026-02-26 06:39 credit_exhausted Credit balance too low, retrying in 302s - -
2026-02-26 06:07 dlq Dead-lettered after 1 attempts: Bitwarden PINs can be brute-forced - -
2026-02-26 05:54 credit_exhausted Credit balance too low, retrying in 326s - -
2026-02-26 05:38 dlq Dead-lettered after 1 attempts: Bitwarden PINs can be brute-forced - -
2026-02-26 05:29 credit_exhausted Credit balance too low, retrying in 244s - -