ND Mamba-3 (www.together.ai)
49 points by WarmWash 6 days ago | 1 comments on HN ~lite vlite-2.0
Summary ~lite
Technical blog post about CSS styling and web development, no clear threats or trust signals.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 289 HN snapshots · 74 evals
+1 0 −1 HN
Audit Trail 94 entries
2026-03-20 19:08 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-20 19:08 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-20 18:51 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 18:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content 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 17:48 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 17:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-20 17:48 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=-0.209 (3 dims) - -
2026-03-20 16:52 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-20 16:31 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 16:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content 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 21:41 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 21:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 21:41 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 21:30 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-19 21:30 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 20:24 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 20:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 20:24 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 20:08 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-19 20:08 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 19:05 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 19:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 19:05 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 18:55 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-19 18:55 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 18:12 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 18:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 18:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 17:39 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-19 17:39 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 17:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 16:20 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 15:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 15:03 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 14:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 13:39 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 13:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 12:58 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 12:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 12:13 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 11:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 11:32 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 11:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 10:55 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 10:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 10:15 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 09:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 09:38 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 09:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 08:57 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 08:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 08:16 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 07:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 07:34 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 07:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 06:55 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 06:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 06:20 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 06:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 05:41 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 05:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 04:47 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 04:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 03:34 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 03:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 02:16 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 02:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 00:54 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-19 00:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-19 00:21 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral)
2026-03-19 00:18 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, zero rights discussion
2026-03-18 23:48 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-18 23:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-18 23:11 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-18 23:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-18 22:24 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-18 22:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-18 21:19 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-18 21:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-18 20:09 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-18 20:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-18 19:33 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-18 19:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-18 18:53 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-18 18:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-18 18:16 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-18 18:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-18 17:32 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-18 17:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content with no explicit human rights discussion
2026-03-18 16:55 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative)
2026-03-18 16:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical content with no explicit human rights discussion