Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.38 ND Moderate negative 0.80 0.00 Intellectual Property
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.63 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.63 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Intellectual Property
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
-0.38 Font Smuggler – copy hidden brand fonts into Google Docs (brianmoore.com)
178 points by lanewinfield 6 days ago | 82 comments on HN | Moderate negative ~lite vlite-1.6
Summary ~lite Intellectual Property Undermines
Bypassing font copyright restrictions in Google Docs
EQ 0.40
SO 0.60
TD 0.20
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 680 HN snapshots · 81 evals
+1 0 −1 HN
Audit Trail 101 entries
2026-03-18 17:33 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-03-18 17:33 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 17:13 eval_success PSQ evaluated: g-PSQ=-0.032 (3 dims) - -
2026-03-18 17:13 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 16:57 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-03-18 16:57 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 16:35 eval_success PSQ evaluated: g-PSQ=-0.032 (3 dims) - -
2026-03-18 16:35 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 16:22 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-03-18 16:22 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 15:56 eval_success PSQ evaluated: g-PSQ=-0.032 (3 dims) - -
2026-03-18 15:56 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 15:45 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-03-18 15:45 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 15:18 eval_success PSQ evaluated: g-PSQ=-0.032 (3 dims) - -
2026-03-18 15:18 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 15:07 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-03-18 15:07 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 14:43 eval_success PSQ evaluated: g-PSQ=-0.032 (3 dims) - -
2026-03-18 14:43 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 14:32 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-03-18 14:32 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 14:07 eval_success PSQ evaluated: g-PSQ=-0.032 (3 dims) - -
2026-03-18 14:07 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 13:57 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-03-18 13:57 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 13:32 eval_success PSQ evaluated: g-PSQ=-0.032 (3 dims) - -
2026-03-18 13:32 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 13:21 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-03-18 13:21 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 12:57 eval_success PSQ evaluated: g-PSQ=-0.032 (3 dims) - -
2026-03-18 12:57 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 12:43 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-03-18 12:43 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 12:15 eval_success PSQ evaluated: g-PSQ=-0.032 (3 dims) - -
2026-03-18 12:15 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 12:05 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-03-18 12:05 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 11:40 eval_success PSQ evaluated: g-PSQ=-0.032 (3 dims) - -
2026-03-18 11:40 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 11:29 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 11:02 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 10:51 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 10:27 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 10:17 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 09:52 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 09:42 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 09:15 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 09:04 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 08:41 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 08:30 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 08:05 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 07:55 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 07:30 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 07:20 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 06:53 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 06:45 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 06:17 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 06:10 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 05:42 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 05:35 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 05:07 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 05:00 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 04:30 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 04:22 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 03:52 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 03:44 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 03:00 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 02:42 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 01:03 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-18 00:54 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-18 00:13 eval Evaluated by llama-3.3-70b-wai-psq: -0.47 (Moderate negative)
2026-03-18 00:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Font Smuggler tool, neutral stance
2026-03-17 23:42 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-17 23:31 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 22:29 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-17 22:17 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 21:14 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-17 21:05 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 20:02 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-17 19:52 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 18:51 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-17 18:43 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 18:12 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) -0.07
2026-03-17 18:03 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 17:26 eval Evaluated by llama-4-scout-wai-psq: +0.04 (Neutral) 0.00
2026-03-17 17:20 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 16:49 eval Evaluated by llama-4-scout-wai-psq: +0.04 (Neutral) +0.07
2026-03-17 16:42 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 16:11 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-17 16:07 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 15:36 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-17 15:32 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 14:55 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-17 14:52 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 14:16 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-17 14:13 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 13:35 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral) 0.00
2026-03-17 13:33 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) 0.00
reasoning
Technical content with rights implications, font copyright bypass
2026-03-17 12:35 eval Evaluated by llama-4-scout-wai-psq: -0.03 (Neutral)
2026-03-17 12:34 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative)
reasoning
Technical content with rights implications, font copyright bypass