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

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