Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -0.20 Neutral 0.80 0.24 Technology Surveillance
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.70 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 +0.20 Neutral 0.80 -0.22 Data Privacy
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
ND 'Pokémon Go' players unknowingly trained delivery robots with 30B images (www.popsci.com)
222 points by wslh 8 days ago | 101 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses Pokémon Go data used to train delivery robots.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 500 HN snapshots · 101 evals
+1 0 −1 HN
Audit Trail 121 entries
2026-03-19 22:34 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 22:34 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 21:58 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-19 21:58 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-19 21:03 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 21:03 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 20:38 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-19 20:38 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-19 19:47 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 19:47 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 19:17 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-19 19:17 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-19 18:29 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 18:29 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 17:53 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-19 17:53 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) -0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-19 16:51 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 16:51 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 16:36 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-19 16:36 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) +0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-19 15:40 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 15:40 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 15:21 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-19 15:21 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-19 14:16 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 14:16 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 13:57 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-19 13:57 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) -0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-19 04:16 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 04:16 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 04:03 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-19 04:03 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) +0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-19 02:55 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 02:55 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 02:38 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-19 02:38 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-19 01:24 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 01:24 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 01:15 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-19 01:15 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) -0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-18 22:06 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-18 21:49 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-18 20:54 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-18 20:36 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-18 03:06 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-18 02:51 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) +0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-18 01:07 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-18 00:58 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 23:44 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 23:42 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 22:34 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 22:29 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 21:16 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 21:12 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 20:01 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 19:58 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 18:47 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 18:46 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 18:06 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 18:03 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 17:23 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 17:17 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 16:46 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 16:36 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 16:10 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) -0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 15:59 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 15:35 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 15:21 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 14:54 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 14:39 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 14:16 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) +0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 13:59 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 13:34 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 12:56 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 12:35 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 12:20 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 12:00 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) -0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 11:45 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 11:22 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 11:05 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 10:47 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) +0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 10:30 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 10:10 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) -0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 09:52 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 09:31 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 09:13 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 08:56 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 08:35 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 08:20 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 08:00 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 07:44 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 07:25 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 07:10 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) +0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 06:47 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 06:35 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 06:12 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 06:00 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 05:37 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 05:25 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) -0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 05:03 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 04:50 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 04:27 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 04:14 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) +0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 03:51 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 03:37 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 03:14 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 01:17 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-17 00:47 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-17 00:15 eval Evaluated by llama-3.3-70b-wai-psq: +0.35 (Moderate positive)
2026-03-17 00:12 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral)
reasoning
Tech article on Pokémon Go data use
2026-03-16 23:46 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-16 23:01 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 22:48 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-16 21:38 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 21:26 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-16 20:16 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 19:33 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) -0.16
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-16 18:21 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 18:13 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) +0.18
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion
2026-03-16 17:05 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-16 16:56 eval Evaluated by llama-4-scout-wai: -0.04 (Neutral)
reasoning
Technology article discussing Pokémon Go data use in delivery robots, no explicit rights discussion