Inside the M4 Apple Neural Engine, Part 1: Reverse Engineering

Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology →

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 claude-haiku-4-5 lite 0.00 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	Inside the M4 Apple Neural Engine, Part 1: Reverse Engineering (maderix.substack.com)
	376 points by zdw 6 days ago \| 115 comments on HN ~lite vlite-2.0

Summary ~lite

Technical article on reverse engineering Apple's Neural Engine, promoting human-AI collaboration.

Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 919 HN snapshots · 145 evals

Audit Trail 165 entries

2026-03-06 03:59	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-06 03:59	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 03:49	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-06 03:49	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-05 08:26	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 08:26	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 08:21	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 08:21	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 08:13	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-05 08:13	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-04 18:39	eval_success	Lite evaluated: Neutral (-0.10)	- -
2026-03-04 18:39	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-04 18:39	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 17:45	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-04 17:45	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 17:45	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-04 17:40	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-04 17:40	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.16
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-04 17:40	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 17:23	eval_success	Lite evaluated: Neutral (-0.10)	- -
2026-03-04 17:23	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 17:23	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-04 17:18	eval_success	Lite evaluated: Neutral (-0.10)	- -
2026-03-04 17:18	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Neutral) -0.13
	reasoning Technical article, no rights discussion
2026-03-04 17:18	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 06:38	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-04 06:38	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-04 06:38	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 06:20	eval_success	Lite evaluated: Neutral (0.03)	- -
2026-03-04 06:20	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-04 03:19	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-04 03:19	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 03:19	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-04 03:13	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-04 03:10	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-04 02:32	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-04 02:26	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-04 01:56	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-04 01:51	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-04 01:15	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-04 01:12	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-04 01:10	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-04 01:07	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-04 00:30	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-04 00:26	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.02
	reasoning Technical article, no rights discussion
2026-03-03 23:47	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 23:45	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 23:08	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 23:07	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 22:38	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 22:37	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.02
	reasoning Technical article, no rights discussion
2026-03-03 22:09	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 22:08	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 22:03	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 21:10	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.02
	reasoning Technical article, no rights discussion
2026-03-03 21:05	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 21:00	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 20:35	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 20:31	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 20:22	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 19:58	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 19:41	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 19:12	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.02
	reasoning Technical article, no rights discussion
2026-03-03 18:56	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 18:26	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.02
	reasoning Technical article, no rights discussion
2026-03-03 18:21	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.02
	reasoning Technical article, no rights discussion
2026-03-03 18:14	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 18:09	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 17:50	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.02
	reasoning Technical article, no rights discussion
2026-03-03 17:26	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 17:10	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 16:52	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 16:36	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 16:17	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 15:56	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.02
	reasoning Technical article, no rights discussion
2026-03-03 15:53	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.02
	reasoning Technical article, no rights discussion
2026-03-03 15:30	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 15:11	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 14:58	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 14:36	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.02
	reasoning Technical article, no rights discussion
2026-03-03 14:10	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 13:55	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 13:33	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 13:28	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 13:12	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.02
	reasoning Technical article, no rights discussion
2026-03-03 12:43	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 12:29	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 12:23	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 12:05	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 11:45	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 11:19	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 11:14	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 11:00	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 10:26	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 10:17	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.02
	reasoning Technical article, no rights discussion
2026-03-03 09:40	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 09:29	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 09:02	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 08:58	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 08:56	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 08:15	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 08:14	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.02
	reasoning Technical article, no rights discussion
2026-03-03 08:10	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 07:39	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 07:34	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.02
	reasoning Technical article, no rights discussion
2026-03-03 07:29	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 07:24	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 06:45	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.02
	reasoning Technical article, no rights discussion
2026-03-03 06:37	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 06:11	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.02
	reasoning Technical article, no rights discussion
2026-03-03 06:04	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 05:36	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.02
	reasoning Technical article, no rights discussion
2026-03-03 05:27	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 04:55	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 04:50	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 04:41	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 04:21	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 04:09	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 04:05	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 03:47	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.02
	reasoning Technical article, no rights discussion
2026-03-03 03:27	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 03:10	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.02
	reasoning Technical article, no rights discussion
2026-03-03 02:53	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 02:34	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.02
	reasoning Technical article, no rights discussion
2026-03-03 02:18	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 02:04	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 01:58	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 01:36	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 01:32	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 01:13	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 00:54	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 00:34	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-03 00:12	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) -0.08
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-03 00:03	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.07
	reasoning Technical article, no rights discussion
2026-03-02 23:43	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 23:25	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 23:20	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 23:04	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 22:59	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) +0.16
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 22:44	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.10
	reasoning Technical article, no rights discussion
2026-03-02 22:15	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 22:10	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 22:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 21:52	eval	Evaluated by claude-haiku-4-5: 0.00 (Neutral)
	reasoning Technical hardware reverse engineering, zero UDHR relevance
2026-03-02 21:33	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 21:32	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 20:50	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 20:49	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 20:03	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 20:03	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 19:27	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 19:25	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 19:22	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 18:18	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 18:15	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 17:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 17:07	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 17:03	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 15:45	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 15:43	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 15:03	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 15:01	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 14:59	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical article, no rights discussion
2026-03-02 14:20	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Technical article on reverse engineering Apple's Neural Engine, no explicit human rights discussion
2026-03-02 14:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Technical article, no rights discussion

build 52f271b+9z5u · deployed 2026-03-08 04:04 UTC · evaluated 2026-03-08 02:36:46 UTC