Giving LLMs a personality is just good engineering

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Model: @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 Compare

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	ND	ND	—	0.40	—	—
@cf/meta/llama-4-scout-17b-16e-instruct lite	ND	ND	—	0.83	—	—
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	-0.04	ND	Neutral	0.80	0.00	AI development
@cf/meta/llama-4-scout-17b-16e-instruct lite	0.00	-0.60	Mild negative	0.90	0.60	Technology AI

Section	@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	@cf/meta/llama-4-scout-17b-16e-instruct 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	Giving LLMs a personality is just good engineering (www.seangoedecke.com)
	32 points by dboon 1 days ago \| 30 comments on HN ~lite vlite-2.0

Summary ~lite

Neutral content

Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 252 HN snapshots · 78 evals

Audit Trail 98 entries

2026-03-05 07:29	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-05 07:29	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-05 04:54	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 04:54	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 04:39	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-05 04:39	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-05 04:02	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-05 04:02	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-05 03:57	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-05 03:57	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-05 03:53	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-05 03:53	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 03:53	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-05 03:11	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-05 03:11	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-05 03:06	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-05 03:06	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-05 03:06	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 02:30	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-05 02:30	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-05 02:25	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-05 02:25	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-05 02:23	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-05 02:23	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-05 02:23	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 02:18	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-05 02:18	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 02:18	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-05 01:53	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-05 01:53	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-05 01:43	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-05 01:43	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-05 01:43	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 01:11	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-05 01:11	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-05 01:06	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-05 01:05	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-05 00:30	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-05 00:26	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-05 00:26	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-04 23:48	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-04 23:47	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 23:09	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-04 23:07	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 22:26	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-04 22:24	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 21:51	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-04 21:49	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 21:14	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-04 21:11	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 21:09	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-04 21:05	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 20:28	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Tech article, neutral stance
2026-03-04 20:26	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 19:48	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) +0.28
	reasoning Tech article, neutral stance
2026-03-04 19:46	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 19:41	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 18:58	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 18:29	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 17:59	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 17:08	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 16:31	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 16:24	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 15:46	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 15:42	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 15:38	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 15:07	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 15:03	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 14:27	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 14:22	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 14:21	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 13:44	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 13:42	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 13:09	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 13:08	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 12:30	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 12:27	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 11:49	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 11:48	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 11:04	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 11:02	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 10:21	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 10:19	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 10:15	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 09:45	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 09:40	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 09:40	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 09:04	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 09:04	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 08:59	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 08:22	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 08:20	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 08:17	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 08:15	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) 0.00
	reasoning Tech article, neutral stance
2026-03-04 07:49	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.26
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 07:48	eval	Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) -0.35
	reasoning Tech article, neutral stance
2026-03-04 07:08	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral)
	reasoning Article on engineering LLMs, no explicit human rights discussion
2026-03-04 07:08	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral)
	reasoning Tech article, neutral stance

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