No AI in Node.js Core

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-4-scout-17b-16e-instruct lite +0.10 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 Compare

ND	No AI in Node.js Core (github.com)
	62 points by porsager 10 days ago \| 37 comments on HN ~lite vlite-2.0

Summary ~lite

A GitHub petition discussing AI-generated pull requests in Node.js core.

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

Longitudinal 222 HN snapshots · 69 evals

Audit Trail 89 entries

2026-03-20 22:39	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-20 22:39	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 22:19	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-20 22:19	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.19
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 20:19	eval_success	Lite evaluated: Neutral (-0.09)	- -
2026-03-20 20:19	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 20:19	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-20 20:10	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-20 20:10	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 19:42	eval_success	Lite evaluated: Neutral (-0.09)	- -
2026-03-20 19:42	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 19:42	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-20 19:30	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-20 19:30	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 18:30	eval_success	Lite evaluated: Neutral (-0.09)	- -
2026-03-20 18:30	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) -0.09
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 18:30	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-20 18:18	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-20 18:18	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 17:54	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-20 17:54	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 17:54	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-20 17:28	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-20 17:28	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 17:03	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-20 17:03	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.09
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 17:03	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-20 16:10	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-20 16:10	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 15:46	eval_success	Lite evaluated: Neutral (-0.09)	- -
2026-03-20 15:46	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 15:46	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-20 15:27	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-20 15:27	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 15:03	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 14:47	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 14:25	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 14:10	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 13:50	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 13:34	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 13:15	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 12:56	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 12:35	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 12:14	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 11:55	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 11:33	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 11:17	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) -0.09
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 10:52	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 10:39	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 10:16	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 09:59	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.09
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 09:37	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 09:22	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) -0.09
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 08:58	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 08:43	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.09
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 08:16	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 08:05	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) -0.09
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 07:36	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 07:22	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.09
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 06:56	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 06:42	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) -0.09
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 06:15	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 06:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 05:40	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 05:29	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.09
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 05:05	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 04:55	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 04:30	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 04:20	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) -0.09
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 03:55	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 03:44	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 03:19	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 03:09	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.09
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 02:37	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 02:27	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 01:59	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 01:54	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 01:38	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 01:35	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 00:54	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 00:52	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-20 00:22	eval	Evaluated by llama-3.3-70b-wai-psq: -0.18 (Mild negative)
2026-03-20 00:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Technical content with no rights discussion
2026-03-19 23:38	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 23:36	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-19 22:59	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 22:59	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion
2026-03-19 22:00	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-19 21:57	eval	Evaluated by llama-4-scout-wai: -0.09 (Neutral)
	reasoning GitHub petition page about AI-generated content in Node.js core, technical discussion

build ee2b489+gzrb · deployed 2026-03-10 22:52 UTC · evaluated 2026-03-16 02:03:38 UTC