Emacs Bedrock

Beta 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 Compare

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite	ND	ND	—	0.83	—	—
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	ND	ND	—	0.73	—	—
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	0.00	ND	Neutral	0.80	0.00	Open Source
@cf/meta/llama-4-scout-17b-16e-instruct lite	0.00	ND	Neutral	1.00	0.00	Technology

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
Preamble	ND	ND	ND	ND
Article 1	ND	ND	ND	ND
Article 2	ND	ND	ND	ND
Article 3	ND	ND	ND	ND
Article 4	ND	ND	ND	ND
Article 5	ND	ND	ND	ND
Article 6	ND	ND	ND	ND
Article 7	ND	ND	ND	ND
Article 8	ND	ND	ND	ND
Article 9	ND	ND	ND	ND
Article 10	ND	ND	ND	ND
Article 11	ND	ND	ND	ND
Article 12	ND	ND	ND	ND
Article 13	ND	ND	ND	ND
Article 14	ND	ND	ND	ND
Article 15	ND	ND	ND	ND
Article 16	ND	ND	ND	ND
Article 17	ND	ND	ND	ND
Article 18	ND	ND	ND	ND
Article 19	ND	ND	ND	ND
Article 20	ND	ND	ND	ND
Article 21	ND	ND	ND	ND
Article 22	ND	ND	ND	ND
Article 23	ND	ND	ND	ND
Article 24	ND	ND	ND	ND
Article 25	ND	ND	ND	ND
Article 26	ND	ND	ND	ND
Article 27	ND	ND	ND	ND
Article 28	ND	ND	ND	ND
Article 29	ND	ND	ND	ND
Article 30	ND	ND	ND	ND

ND	Emacs Bedrock (codeberg.org)
	36 points by thomascountz 1 days ago \| 0 comments on HN ~lite vlite-2.0

Summary ~lite

The emacs-bedrock project page on Codeberg.org appears to be a neutral and informative technical project with no visible psychoemotional threats.

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

Longitudinal 239 HN snapshots · 65 evals

Audit Trail 85 entries

2026-03-05 05:41	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 05:41	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 05:31	eval_success	PSQ evaluated: g-PSQ=0.464 (3 dims)	- -
2026-03-05 05:31	eval	Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive)
2026-03-04 23:10	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 23:10	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 23:10	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Code repository page
2026-03-04 23:00	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 23:00	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 23:00	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 22:28	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 22:28	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Code repository page
2026-03-04 22:28	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 22:16	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 22:16	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 22:16	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 21:53	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 21:53	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Code repository page
2026-03-04 21:53	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 21:45	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 21:45	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 21:45	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 21:16	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 21:16	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Code repository page
2026-03-04 21:16	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 21:06	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 21:06	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 21:06	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 20:35	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 20:35	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Code repository page
2026-03-04 20:35	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 20:24	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 20:19	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.30
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 19:56	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) +0.14
	reasoning Code repository page
2026-03-04 19:33	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 19:08	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) +0.28
	reasoning Code repository page
2026-03-04 19:03	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) -0.28
	reasoning Code repository page
2026-03-04 18:26	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 18:04	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 17:03	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 16:57	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 16:36	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 16:09	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 16:04	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 15:54	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 15:48	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 15:24	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 15:11	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 14:41	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 14:33	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 14:01	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 13:54	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 13:48	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 13:23	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 13:17	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 13:11	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 12:39	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 12:31	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 12:26	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 11:59	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 11:47	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 11:12	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 11:07	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 11:02	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 10:57	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 10:25	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 10:16	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 09:50	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 09:40	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 09:35	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 09:12	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 09:00	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 08:26	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 08:20	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Code repository page
2026-03-04 07:57	eval	Evaluated by llama-4-scout-wai: -0.30 (Mild negative) -0.38
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 07:52	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) -0.21
	reasoning Code repository page
2026-03-04 07:18	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 07:11	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Code repository page
2026-03-04 06:09	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 06:04	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Code repository page
2026-03-04 05:31	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 05:26	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 05:22	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Code repository page
2026-03-04 04:37	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral)
	reasoning Content is about Emacs Bedrock, a software project, no human rights discussion
2026-03-04 04:35	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral)
	reasoning Code repository page

build bafb32b+r7v5 · deployed 2026-03-05 04:26 UTC · evaluated 2026-03-03 07:16:53 UTC