Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.40 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.30 -0.20 Mild negative 0.80 -0.17 Military Surveillance
Section @cf/meta/llama-4-scout-17b-16e-instruct 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
ND China Deploys 30k-Ton Liaowang-1 "Floating Supercomputer" to Gulf of Oman (defencesecurityasia.com)
41 points by swed420 2 days ago | 19 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses China's deployment of Liaowang-1 spy ship to Gulf of Oman.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 158 HN snapshots · 91 evals
+1 0 −1 HN
Audit Trail 111 entries
2026-03-10 18:37 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-10 18:37 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 18:28 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-10 18:28 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 17:36 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-10 17:36 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 17:07 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-10 17:07 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 17:00 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-10 17:00 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 16:31 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-10 16:31 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 16:21 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-10 16:21 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 15:54 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-10 15:54 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 15:46 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-10 15:46 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 15:19 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-10 15:19 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 15:07 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-10 15:07 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 14:45 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-10 14:45 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 14:28 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-10 14:28 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 14:12 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-10 14:12 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 13:51 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-10 13:51 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 13:37 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-10 13:37 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 13:17 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-10 13:17 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 13:02 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-10 13:02 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 12:41 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-10 12:41 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 12:29 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-10 12:29 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 12:23 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 12:11 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 12:05 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 11:51 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 11:47 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 11:34 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 11:30 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 11:18 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 11:11 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 10:59 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 10:54 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 10:40 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 10:34 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 10:23 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 10:18 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 10:06 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 10:02 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 09:52 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 09:45 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 09:35 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 09:28 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 09:18 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 09:10 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 09:03 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 08:53 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 08:48 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 08:36 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 08:34 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 08:20 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 08:19 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 08:02 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 08:01 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 07:45 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 07:41 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 07:28 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 07:24 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 07:10 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 07:05 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 06:52 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 06:45 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 06:35 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 06:25 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 06:14 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 06:06 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 05:56 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 05:49 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 05:41 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 05:32 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 05:24 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 05:16 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 05:08 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 04:59 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 04:49 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 04:39 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 04:16 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 04:06 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 04:00 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 03:49 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 03:43 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 03:32 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 03:27 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 03:15 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 03:09 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 02:56 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 02:53 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 02:40 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 02:35 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 02:20 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-10 02:18 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.
2026-03-10 02:02 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative)
2026-03-10 02:01 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative)
reasoning
Defence Security Asia article on China's Liaowang-1 spy ship, discussing military surveillance and regional conflicts.