Open-Source Article 12 Logging Infrastructure for the EU AI Act in TypeScript

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 +0.04 @cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite	ND	ND	—	0.80	—	—
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	ND	ND	—	0.80	—	—
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	+0.04	-0.60	Mild negative	0.80	0.62	AI Regulation
@cf/meta/llama-4-scout-17b-16e-instruct lite	+0.40	-1.00	Mild negative	0.80	1.00	AI Regulation
openai/gpt-oss-120b:free lite	ND	ND	—	—	—	—
google/gemma-3-27b-it:free lite	ND	ND	—	—	—	—
qwen/qwen3-coder:free lite	ND	ND	—	—	—	—

Section	@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	@cf/meta/llama-4-scout-17b-16e-instruct lite	openai/gpt-oss-120b:free lite	google/gemma-3-27b-it:free lite	qwen/qwen3-coder:free lite
Preamble	ND	ND	ND	ND	ND	ND	ND
Article 1	ND	ND	ND	ND	ND	ND	ND
Article 2	ND	ND	ND	ND	ND	ND	ND
Article 3	ND	ND	ND	ND	ND	ND	ND
Article 4	ND	ND	ND	ND	ND	ND	ND
Article 5	ND	ND	ND	ND	ND	ND	ND
Article 6	ND	ND	ND	ND	ND	ND	ND
Article 7	ND	ND	ND	ND	ND	ND	ND
Article 8	ND	ND	ND	ND	ND	ND	ND
Article 9	ND	ND	ND	ND	ND	ND	ND
Article 10	ND	ND	ND	ND	ND	ND	ND
Article 11	ND	ND	ND	ND	ND	ND	ND
Article 12	ND	ND	ND	ND	ND	ND	ND
Article 13	ND	ND	ND	ND	ND	ND	ND
Article 14	ND	ND	ND	ND	ND	ND	ND
Article 15	ND	ND	ND	ND	ND	ND	ND
Article 16	ND	ND	ND	ND	ND	ND	ND
Article 17	ND	ND	ND	ND	ND	ND	ND
Article 18	ND	ND	ND	ND	ND	ND	ND
Article 19	ND	ND	ND	ND	ND	ND	ND
Article 20	ND	ND	ND	ND	ND	ND	ND
Article 21	ND	ND	ND	ND	ND	ND	ND
Article 22	ND	ND	ND	ND	ND	ND	ND
Article 23	ND	ND	ND	ND	ND	ND	ND
Article 24	ND	ND	ND	ND	ND	ND	ND
Article 25	ND	ND	ND	ND	ND	ND	ND
Article 26	ND	ND	ND	ND	ND	ND	ND
Article 27	ND	ND	ND	ND	ND	ND	ND
Article 28	ND	ND	ND	ND	ND	ND	ND
Article 29	ND	ND	ND	ND	ND	ND	ND
Article 30	ND	ND	ND	ND	ND	ND	ND

ND	Open-Source Article 12 Logging Infrastructure for the EU AI Act in TypeScript
	42 points by systima 2 days ago \| 7 comments on HN ~lite vlite-2.0

Summary ~lite

Open-source library for EU AI Act compliance enhances logging and auditing for AI systems.

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

Longitudinal 554 HN snapshots · 86 evals

Audit Trail 106 entries

2026-03-05 06:15	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 06:15	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-05 06:10	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 06:10	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 06:09	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 06:09	eval	Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) +0.28
2026-03-05 06:04	eval_success	PSQ evaluated: g-PSQ=0.323 (3 dims)	- -
2026-03-05 06:04	eval	Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-03-04 18:41	eval_success	Lite evaluated: Mild negative (-0.15)	- -
2026-03-04 18:41	eval	Evaluated by llama-3.3-70b-wai: -0.15 (Mild negative) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 18:36	eval_success	Lite evaluated: Mild negative (-0.15)	- -
2026-03-04 18:36	eval	Evaluated by llama-3.3-70b-wai: -0.15 (Mild negative) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 17:38	eval_success	Lite evaluated: Mild negative (-0.16)	- -
2026-03-04 17:38	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 17:34	eval_success	Lite evaluated: Mild negative (-0.16)	- -
2026-03-04 17:34	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 17:18	eval_success	Lite evaluated: Mild negative (-0.15)	- -
2026-03-04 17:18	eval	Evaluated by llama-3.3-70b-wai: -0.15 (Mild negative) +0.13
	reasoning EU AI Act compliance tool
2026-03-04 17:12	eval_success	Lite evaluated: Mild negative (-0.28)	- -
2026-03-04 17:12	eval	Evaluated by llama-3.3-70b-wai: -0.28 (Mild negative) -0.01
	reasoning EU AI Act compliance tool
2026-03-04 14:43	eval_success	Lite evaluated: Mild negative (-0.27)	- -
2026-03-04 14:43	eval	Evaluated by llama-3.3-70b-wai: -0.27 (Mild negative) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 14:42	eval_success	Lite evaluated: Mild negative (-0.16)	- -
2026-03-04 14:42	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 14:38	eval_success	Lite evaluated: Mild negative (-0.27)	- -
2026-03-04 14:38	eval	Evaluated by llama-3.3-70b-wai: -0.27 (Mild negative) +0.01
	reasoning EU AI Act compliance tool
2026-03-04 14:01	eval_success	Lite evaluated: Mild negative (-0.16)	- -
2026-03-04 14:01	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 14:00	eval_success	Lite evaluated: Mild negative (-0.28)	- -
2026-03-04 14:00	eval	Evaluated by llama-3.3-70b-wai: -0.28 (Mild negative) -0.13
	reasoning EU AI Act compliance tool
2026-03-04 13:56	eval_success	Lite evaluated: Mild negative (-0.16)	- -
2026-03-04 13:56	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 13:55	eval_success	Lite evaluated: Mild negative (-0.15)	- -
2026-03-04 13:55	eval	Evaluated by llama-3.3-70b-wai: -0.15 (Mild negative) +0.13
	reasoning EU AI Act compliance tool
2026-03-04 13:17	eval_success	Lite evaluated: Mild negative (-0.28)	- -
2026-03-04 13:17	eval	Evaluated by llama-3.3-70b-wai: -0.28 (Mild negative) -0.01
	reasoning EU AI Act compliance tool
2026-03-04 13:16	eval_success	Lite evaluated: Mild negative (-0.16)	- -
2026-03-04 13:16	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 12:39	eval_success	Lite evaluated: Mild negative (-0.27)	- -
2026-03-04 12:39	eval	Evaluated by llama-3.3-70b-wai: -0.27 (Mild negative) -0.12
	reasoning EU AI Act compliance tool
2026-03-04 12:36	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 12:33	eval	Evaluated by llama-3.3-70b-wai: -0.15 (Mild negative) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 11:57	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 11:55	eval	Evaluated by llama-3.3-70b-wai: -0.15 (Mild negative) +0.12
	reasoning EU AI Act compliance tool
2026-03-04 11:10	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 11:07	eval	Evaluated by llama-3.3-70b-wai: -0.27 (Mild negative) -0.12
	reasoning EU AI Act compliance tool
2026-03-04 10:26	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 10:24	eval	Evaluated by llama-3.3-70b-wai: -0.15 (Mild negative) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 10:19	eval	Evaluated by llama-3.3-70b-wai: -0.15 (Mild negative) +0.12
	reasoning EU AI Act compliance tool
2026-03-04 09:51	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 09:44	eval	Evaluated by llama-3.3-70b-wai: -0.27 (Mild negative) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 09:36	eval	Evaluated by llama-3.3-70b-wai: -0.27 (Mild negative) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 09:13	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 09:00	eval	Evaluated by llama-3.3-70b-wai: -0.27 (Mild negative) -0.12
	reasoning EU AI Act compliance tool
2026-03-04 08:28	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 08:20	eval	Evaluated by llama-3.3-70b-wai: -0.15 (Mild negative) +0.12
	reasoning EU AI Act compliance tool
2026-03-04 07:59	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 07:55	eval	Evaluated by llama-4-scout-wai: -0.16 (Mild negative) -0.48
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 07:52	eval	Evaluated by llama-3.3-70b-wai: -0.27 (Mild negative) -0.59
	reasoning EU AI Act compliance tool
2026-03-04 07:15	eval	Evaluated by llama-4-scout-wai: +0.32 (Moderate positive) +0.09
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 07:13	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 07:10	eval	Evaluated by llama-4-scout-wai: +0.23 (Mild positive) -0.09
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 06:06	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 06:02	eval	Evaluated by llama-4-scout-wai: +0.32 (Moderate positive) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 05:24	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 05:19	eval	Evaluated by llama-4-scout-wai: +0.32 (Moderate positive) +0.02
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 04:37	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 04:32	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 04:27	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 04:04	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 03:55	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 03:26	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 03:14	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 02:52	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 02:35	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 02:10	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 02:05	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 02:00	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) +0.07
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 01:55	eval	Evaluated by llama-4-scout-wai: +0.23 (Mild positive) -0.07
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 01:23	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 01:14	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 00:48	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 00:43	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-04 00:34	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) -0.02
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-04 00:08	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-03 23:56	eval	Evaluated by llama-4-scout-wai: +0.32 (Moderate positive) +0.09
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-03 23:25	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-03 23:14	eval	Evaluated by llama-4-scout-wai: +0.23 (Mild positive) -0.07
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-03 22:52	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-03 22:43	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) -0.02
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-03 22:38	eval	Evaluated by llama-4-scout-wai: +0.32 (Moderate positive) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-03 22:26	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-03 22:07	eval	Evaluated by llama-4-scout-wai: +0.32 (Moderate positive) +0.02
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-03 21:33	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-03 21:07	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) +0.07
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-03 21:01	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-03 20:31	eval	Evaluated by llama-4-scout-wai: +0.23 (Mild positive) 0.00
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-03 20:25	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-03 19:58	eval	Evaluated by llama-4-scout-wai: +0.23 (Mild positive) -0.09
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-03 19:47	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-03 19:41	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-03 19:12	eval	Evaluated by llama-4-scout-wai: +0.32 (Moderate positive) +0.09
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-03 18:57	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive) 0.00
	reasoning EU AI Act compliance tool
2026-03-03 18:24	eval	Evaluated by llama-4-scout-wai: +0.23 (Mild positive) -0.07
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-03 18:20	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive)
	reasoning Technical discussion on EU AI Act compliance, logging infrastructure, and open-source solution
2026-03-03 18:18	eval	Evaluated by llama-3.3-70b-wai: +0.32 (Moderate positive)
	reasoning EU AI Act compliance tool

build 826b5d5+wslm · deployed 2026-03-05 22:42 UTC · evaluated 2026-03-03 07:16:53 UTC