+0.04 Neural Guitar Pedal – Optimizing Nam for Daisy Seed Arm Cortex-M7 (www.tone3000.com)
34 points by woodybury 3 days ago | 7 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Access to technology Acknowledges
Tech optimization blog
EQ 0.50
SO 0.20
TD 0.10
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 285 HN snapshots · 69 evals
+1 0 −1 HN
Audit Trail 89 entries
2026-03-02 23:43 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-02 23:43 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 23:42 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-02 23:42 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 23:04 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-02 23:04 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 23:03 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-02 23:03 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 22:59 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-02 22:59 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) +0.04
reasoning
Tech blog neutral stance
2026-03-02 22:21 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-02 22:21 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) +0.16
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 22:17 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 22:16 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 22:15 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 22:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 21:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 21:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 21:35 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 21:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 21:30 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 21:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 20:57 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 20:57 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 20:53 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 20:53 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 20:45 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 20:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 20:06 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 20:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 19:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 19:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 19:34 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 19:34 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 19:17 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 19:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 18:29 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 18:29 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 18:09 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 18:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 17:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 17:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 16:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 15:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 15:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 14:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 14:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 14:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 14:00 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 13:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 13:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 13:11 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 12:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 12:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 12:27 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 11:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 11:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 11:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 11:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 11:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 10:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 10:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 10:21 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 09:43 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 09:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 09:01 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 08:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 08:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 08:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 08:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 07:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 07:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 07:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 07:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 06:35 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 06:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 06:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 05:58 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 05:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 05:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 05:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 05:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 04:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 04:41 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 04:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 03:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 03:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog neutral stance
2026-03-02 03:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical blog post on optimizing software for hardware
2026-03-02 03:11 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech blog neutral stance