Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.83 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.60 Mild negative 1.00 0.60 Product Design
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.50 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Product Design
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 The Pleasures of Poor Product Design (www.inconspicuous.info)
269 points by NaOH 9 days ago | 100 comments on HN ~lite vlite-2.0
Summary ~lite
The article discusses the pleasures of poor product design in a neutral and non-threatening manner.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 710 HN snapshots · 120 evals
+1 0 −1 HN
Audit Trail 140 entries
2026-03-20 22:48 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-20 22:48 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-20 22:29 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-20 22:29 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-20 22:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 19:08 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-20 19:08 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-20 18:51 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-20 18:51 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-20 18:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 17:46 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-20 17:46 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-20 17:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 16:52 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-20 16:52 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-20 16:31 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-20 16:31 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-20 16:31 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 22:00 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 22:00 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 21:36 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-19 21:36 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 21:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 20:39 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 20:39 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 19:55 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-19 19:55 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 19:55 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 19:18 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 19:18 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 18:40 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-19 18:40 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 18:40 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 18:08 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 17:20 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 16:55 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 16:03 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 15:44 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 14:45 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 14:24 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 13:26 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 13:01 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 12:41 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 12:18 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 12:03 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 11:36 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 11:24 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 10:58 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 10:45 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 10:17 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 10:04 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 09:39 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 09:26 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 08:57 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 08:50 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 08:16 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 08:11 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 07:35 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 07:33 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 06:59 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 06:56 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 06:23 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 06:22 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 05:46 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 05:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 04:53 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 04:49 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 03:39 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 03:34 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 02:21 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 02:16 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 00:58 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-19 00:54 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 00:23 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-19 00:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, no rights discussion
2026-03-18 23:56 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 23:48 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 23:22 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 23:11 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 22:46 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 22:23 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 21:34 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 21:19 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 20:23 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 20:09 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 19:49 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 19:33 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 19:11 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 18:53 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 18:35 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 18:16 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 17:57 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 17:32 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 17:14 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 16:55 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 16:37 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 16:16 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 15:59 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 15:37 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 15:21 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 15:00 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 14:45 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 14:23 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 14:10 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 13:47 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 13:35 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 13:11 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 13:00 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 12:31 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 12:19 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 11:52 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 11:42 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 11:13 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 11:04 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 10:37 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 10:30 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 10:03 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 09:53 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 09:27 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 09:17 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 08:49 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 08:42 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 08:12 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 08:07 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 07:35 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 07:32 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 07:00 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 06:57 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 06:25 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 06:19 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 05:47 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 05:44 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 05:12 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 05:10 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 04:35 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 04:34 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 03:58 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 03:58 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content discusses poor product design, with no explicit human rights discussion.
2026-03-18 03:18 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-18 03:17 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative)
reasoning
The content discusses poor product design, with no explicit human rights discussion.