● The war against PDFs is heating up (www.economist.com)
21 points by pseudolus 9 days ago | 22 comments on HN
Pending Evaluation
This story is queued for evaluation. It will be processed in an upcoming batch.
Queued: 2026-02-28 22:57:04
Longitudinal 31 HN snapshots · 126 evals
+1 0 −1 HN
Audit Trail 146 entries
2026-03-05 08:45 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 08:45 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-05 08:40 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 08:40 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-05 08:34 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-05 08:34 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-04 06:56 eval_success Lite evaluated: Neutral (0.02) - -
2026-03-04 06:56 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) +0.02
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-04 06:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 06:36 eval_success Lite evaluated: Neutral (0.02) - -
2026-03-04 06:36 eval Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) +0.02
reasoning
Business article, no rights discussion, neutral access
2026-03-02 18:55 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 18:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 18:46 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 18:46 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 17:31 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 17:31 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 16:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 16:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 16:31 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 16:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 16:10 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 16:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 13:07 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 13:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 13:06 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 13:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 13:02 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 13:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 13:01 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 13:01 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 12:04 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 12:04 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 11:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 11:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 11:23 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 11:23 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 11:09 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 11:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 10:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 10:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 10:02 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 09:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 09:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 08:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 08:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 08:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 07:39 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 07:34 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 07:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 07:00 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 06:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 06:11 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 06:07 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 05:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 05:31 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 05:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 04:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 04:49 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 04:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 04:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 04:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 03:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 03:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 03:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 02:40 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 02:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 02:02 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 01:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 01:07 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 01:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-02 00:27 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-02 00:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 23:31 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 23:27 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 23:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 22:39 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 22:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 22:02 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 21:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 21:13 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 21:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 21:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 20:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 20:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 19:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 19:50 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 19:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 19:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 19:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 18:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 18:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 17:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 17:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 17:13 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 16:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 16:00 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 15:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 14:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 14:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 14:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 14:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 14:07 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 13:15 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 12:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 12:21 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 12:18 eval Evaluated by deepseek-v3.2: 0.00 (Neutral) 15,977 tokens
2026-03-01 12:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 11:44 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 11:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 10:44 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 10:39 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 10:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 10:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 09:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 09:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 09:09 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 09:04 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 08:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 08:09 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 08:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 07:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 07:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 06:21 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 06:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 06:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 05:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 05:31 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 04:59 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 04:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 04:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 04:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 04:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 03:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 03:15 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 02:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 02:41 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 01:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 01:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 01:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 01:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 01:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 00:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 00:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business article, no rights discussion, neutral access
2026-03-01 00:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Business article discussing PDF file type, no explicit rights discussion
2026-03-01 00:11 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Business article, no rights discussion, neutral access