Language Model Contains Personality Subnetworks

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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	Language Model Contains Personality Subnetworks (arxiv.org)
	54 points by PaulHoule 3 days ago \| 34 comments on HN ~lite vlite-2.0

Summary ~lite

Research paper discusses personality subnetworks in language models.

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

Longitudinal 387 HN snapshots · 107 evals

Audit Trail 127 entries

2026-03-05 07:21	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 07:21	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 07:15	eval_success	PSQ evaluated: g-PSQ=0.412 (3 dims)	- -
2026-03-05 07:15	eval	Evaluated by llama-3.3-70b-wai-psq: +0.41 (Moderate positive) 0.00
2026-03-05 07:10	eval_success	PSQ evaluated: g-PSQ=0.412 (3 dims)	- -
2026-03-05 07:10	eval	Evaluated by llama-3.3-70b-wai-psq: +0.41 (Moderate positive)
2026-03-04 18:48	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-04 18:48	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-04 18:48	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 17:46	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-04 17:46	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 17:46	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.14
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-04 17:23	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-04 17:23	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.04
	reasoning Neutral AI research paper
2026-03-04 17:23	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 06:44	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-04 06:44	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-04 06:44	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 06:26	eval_success	Lite evaluated: Neutral (0.04)	- -
2026-03-04 06:26	eval	Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) -0.01
	reasoning Neutral AI research paper
2026-03-04 06:26	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 20:24	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 20:24	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 20:24	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 20:24	eval_success	Lite evaluated: Neutral (0.05)	- -
2026-03-03 20:24	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 20:24	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 19:43	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 19:43	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 19:43	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 19:38	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 19:38	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 19:17	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 18:53	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 18:48	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 18:31	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 18:10	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 18:05	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 18:00	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 17:53	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 17:22	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 17:12	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 16:47	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 16:39	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 16:34	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 16:07	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 15:53	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 15:23	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 15:13	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 15:08	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 14:50	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 14:29	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 14:02	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 13:46	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 13:25	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 13:05	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 12:40	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 12:23	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 12:00	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 11:45	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 11:15	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 10:59	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 10:27	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 10:14	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 10:08	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 09:40	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 09:19	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 09:14	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 09:01	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 08:44	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 08:20	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 08:15	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 08:08	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 07:40	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 07:26	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 07:19	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 06:54	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 06:46	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 06:31	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 06:26	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 06:10	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 05:54	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 05:48	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 05:34	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 05:27	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 05:08	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 05:02	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 04:41	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 04:34	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 04:10	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 03:59	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 03:32	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 03:27	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 03:22	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 03:18	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 02:53	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 02:48	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 02:18	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 02:13	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 02:11	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 01:32	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 01:27	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 00:55	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 00:52	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 00:13	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-03 00:12	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) +0.06
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-03 00:08	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.01
	reasoning Neutral AI research paper
2026-03-02 23:43	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-02 23:36	eval	Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-02 23:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.16
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-02 23:03	eval	Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-02 22:58	eval	Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) +0.04
	reasoning Neutral AI research paper
2026-03-02 22:24	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) +0.16
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-02 22:14	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-02 22:09	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-02 21:55	eval	Evaluated by claude-haiku-4-5: 0.00 (Neutral)
	reasoning Pure ML research, zero UDHR relevance
2026-03-02 21:44	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-02 21:33	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-02 21:06	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-02 20:51	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-02 20:13	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-02 20:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-02 19:40	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-02 19:35	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-02 19:34	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral AI research paper
2026-03-02 18:31	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Technical paper on language models, no explicit human rights discussion
2026-03-02 18:29	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Neutral AI research paper

build 7a5e5c1+p11n · deployed 2026-03-06 04:40 UTC · evaluated 2026-03-03 07:16:53 UTC