Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Manufacturing Standards
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.83 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.63 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Manufacturing standards
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
0.00 Lego's 0.002 mm Specification and Its Implications for Manufacturing (www.thewave.engineer)
394 points by scrlk 3 days ago | 334 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Manufacturing Standards Neutral
Article discusses LEGO's 0.002mm specification and its manufacturing implications
EQ 0.00
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 966 HN snapshots · 99 evals
+1 0 −1 HN
Audit Trail 119 entries
2026-03-14 15:50 eval_skip Content gate: bot_protection - -
2026-03-13 23:25 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 23:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 23:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-13 22:23 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-13 22:23 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-13 22:07 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 22:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-13 22:07 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 20:45 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-13 20:45 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-13 20:29 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 20:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-13 20:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 19:18 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-13 19:18 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-13 19:00 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 19:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-13 19:00 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 18:04 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-13 18:04 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-13 17:42 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 17:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-13 17:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 16:33 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-13 16:33 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-13 16:14 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 16:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-13 16:14 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 01:13 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-13 01:13 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-13 01:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 01:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 23:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 23:37 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 22:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 22:21 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 21:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 21:37 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 21:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 21:08 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 20:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 20:14 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 19:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 19:04 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 18:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 18:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 17:44 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 16:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 16:23 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 15:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 15:02 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 13:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 13:45 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 13:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 13:04 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 12:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 12:27 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 12:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 11:57 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 11:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 11:36 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 11:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 11:13 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 10:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 10:19 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 09:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 09:13 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 09:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 08:37 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 08:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 08:02 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 07:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 07:27 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 07:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 06:52 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 06:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 06:17 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 06:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 05:43 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 05:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 05:07 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 04:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 04:32 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 04:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 03:54 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 03:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 03:16 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 03:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 02:40 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 02:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 02:02 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 01:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 01:29 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 01:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 01:10 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 01:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 00:43 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-12 00:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-12 00:13 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-12 00:09 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical article, no rights discussion
2026-03-11 23:36 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-11 23:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-11 22:59 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-11 22:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-11 22:22 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-11 22:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-11 21:05 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-11 21:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-11 19:41 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-11 19:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-11 18:29 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-11 18:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-11 17:15 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-11 17:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-11 15:59 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-11 15:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on manufacturing, no human rights discussion
2026-03-11 14:48 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-11 14:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical article on manufacturing, no human rights discussion