ND How the Turner Twins Are Mythbusting Modern Gear (www.carryology.com)
344 points by greedo 9 days ago | 179 comments on HN ~lite vlite-2.0
Summary ~lite
The article discusses the Turner twins' testing of modern gear in an informative and neutral tone.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 578 HN snapshots · 152 evals
+1 0 −1 HN
Audit Trail 172 entries
2026-03-22 21:52 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-22 21:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 21:37 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-22 21:37 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-22 21:37 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 20:38 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-22 20:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 20:28 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-22 20:28 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-22 20:28 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 19:19 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-22 19:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 19:12 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-22 19:12 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-22 19:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 02:19 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-22 02:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 02:01 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-22 02:01 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-22 02:01 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 01:01 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-22 01:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 00:57 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-22 00:57 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-22 00:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-21 23:33 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-21 23:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 23:18 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-21 23:18 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 23:18 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-21 23:06 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-21 22:18 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-21 22:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 21:58 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 21:07 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 21:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 19:55 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 19:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 19:15 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 19:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 18:36 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 18:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 17:58 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 17:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 17:19 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 17:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 16:37 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 16:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 15:59 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 15:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 15:21 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 15:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 14:39 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 14:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 14:02 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 13:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 13:20 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 13:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 12:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 12:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 12:04 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 11:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 11:23 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 11:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 10:44 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 10:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 10:04 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 09:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 09:22 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 08:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 08:44 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 08:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 08:04 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 07:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 07:27 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 06:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 06:48 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 06:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 06:09 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 05:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 05:32 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 04:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 04:54 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 04:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 04:17 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 03:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 03:38 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 03:00 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 02:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 02:21 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 02:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 01:45 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 01:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 00:48 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-21 00:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 23:50 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 23:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 23:07 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 22:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 21:56 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 21:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 21:21 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 21:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 20:46 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 20:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 20:11 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 19:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 19:33 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 19:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 18:23 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 18:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 17:35 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 17:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 16:18 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 15:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 15:41 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 15:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 15:01 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 14:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 14:24 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 14:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 13:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 13:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 13:14 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 12:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 12:34 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 12:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 11:54 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 11:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 11:16 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 10:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 10:39 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 10:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 10:01 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 09:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 09:24 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 08:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 08:45 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 08:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 08:07 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 07:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 07:27 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 06:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 06:46 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 06:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 06:09 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 05:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 05:33 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 05:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 04:59 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 04:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 04:24 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 03:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 03:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 03:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 03:15 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 02:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 02:34 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 02:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 02:00 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 01:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 01:39 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 01:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 00:58 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-20 00:14 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive)
2026-03-20 00:02 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Gear review, neutral stance
2026-03-19 23:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 23:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-19 23:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 23:11 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Editorial stance on gear review, transparency in product testing
2026-03-19 22:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-19 22:22 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
Editorial stance on gear review, transparency in product testing