You Don't Have To

Model: @cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.30 claude-haiku-4-5 lite +0.36 @cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 Compare

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	+0.30	ND	Moderate positive	0.80	0.00	Autonomy and Free Speech
claude-haiku-4-5 lite	+0.36	ND	Moderate positive	0.76	0.00	Autonomy and authentic expression
@cf/meta/llama-4-scout-17b-16e-instruct lite	+0.56	ND	Moderate positive	0.90	0.00	Human Connection

Section	@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	claude-haiku-4-5 lite	@cf/meta/llama-4-scout-17b-16e-instruct lite
Preamble	ND	ND	ND
Article 1	ND	ND	ND
Article 2	ND	ND	ND
Article 3	ND	ND	ND
Article 4	ND	ND	ND
Article 5	ND	ND	ND
Article 6	ND	ND	ND
Article 7	ND	ND	ND
Article 8	ND	ND	ND
Article 9	ND	ND	ND
Article 10	ND	ND	ND
Article 11	ND	ND	ND
Article 12	ND	ND	ND
Article 13	ND	ND	ND
Article 14	ND	ND	ND
Article 15	ND	ND	ND
Article 16	ND	ND	ND
Article 17	ND	ND	ND
Article 18	ND	ND	ND
Article 19	ND	ND	ND
Article 20	ND	ND	ND
Article 21	ND	ND	ND
Article 22	ND	ND	ND
Article 23	ND	ND	ND
Article 24	ND	ND	ND
Article 25	ND	ND	ND
Article 26	ND	ND	ND
Article 27	ND	ND	ND
Article 28	ND	ND	ND
Article 29	ND	ND	ND
Article 30	ND	ND	ND

+0.30	You Don't Have To (www.scottsmitelli.com)
	171 points by marginalia_nu 1 days ago \| 70 comments on HN \| Moderate positive ~lite vlite-1.4

Summary ~lite Autonomy and Free Speech Acknowledges

Defends individual autonomy

EQ 0.60

SO 0.40

TD 0.70

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

Longitudinal 359 HN snapshots · 65 evals

Audit Trail 85 entries

2026-03-02 22:09	eval_success	Lite evaluated: Moderate positive (0.30)	- -
2026-03-02 22:09	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) 0.00
	reasoning Editorial defends individual autonomy
2026-03-02 21:53	eval	Evaluated by claude-haiku-4-5: +0.36 (Moderate positive)
	reasoning Editorial advocacy for human autonomy against coercive AI integration
2026-03-02 21:50	eval_success	Lite evaluated: Moderate positive (0.56)	- -
2026-03-02 21:50	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 21:32	eval_success	Lite evaluated: Moderate positive (0.30)	- -
2026-03-02 21:32	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) 0.00
	reasoning Editorial defends individual autonomy
2026-03-02 21:10	eval_success	Lite evaluated: Moderate positive (0.56)	- -
2026-03-02 21:10	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 20:49	eval_success	Lite evaluated: Moderate positive (0.30)	- -
2026-03-02 20:49	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) -0.30
	reasoning Editorial defends individual autonomy
2026-03-02 20:16	eval_success	Lite evaluated: Moderate positive (0.56)	- -
2026-03-02 20:16	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 20:11	eval_success	Lite evaluated: Moderate positive (0.56)	- -
2026-03-02 20:11	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 20:02	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 20:02	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial defends individual autonomy
2026-03-02 19:38	eval_success	Lite evaluated: Moderate positive (0.56)	- -
2026-03-02 19:38	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 19:24	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 19:24	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) -0.04
	reasoning Editorial defends individual autonomy
2026-03-02 19:20	eval_success	Lite evaluated: Strong positive (0.64)	- -
2026-03-02 19:20	eval	Evaluated by llama-3.3-70b-wai: +0.64 (Strong positive) +0.34
	reasoning Editorial defends individual autonomy
2026-03-02 18:35	eval_success	Lite evaluated: Moderate positive (0.56)	- -
2026-03-02 18:35	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 18:12	eval_success	Lite evaluated: Moderate positive (0.30)	- -
2026-03-02 18:12	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) -0.30
	reasoning Editorial defends individual autonomy
2026-03-02 17:19	eval_success	Lite evaluated: Moderate positive (0.56)	- -
2026-03-02 17:19	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 17:05	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 17:05	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial defends individual autonomy
2026-03-02 16:06	eval_success	Lite evaluated: Moderate positive (0.56)	- -
2026-03-02 16:06	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) +0.32
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 15:42	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 15:42	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) +0.30
	reasoning Editorial defends individual autonomy
2026-03-02 15:37	eval_success	Lite evaluated: Moderate positive (0.30)	- -
2026-03-02 15:37	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) 0.00
	reasoning Editorial defends individual autonomy
2026-03-02 15:16	eval_success	Lite evaluated: Mild positive (0.24)	- -
2026-03-02 15:16	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 14:58	eval_success	Lite evaluated: Moderate positive (0.30)	- -
2026-03-02 14:58	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) -0.30
	reasoning Editorial defends individual autonomy
2026-03-02 14:53	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial defends individual autonomy
2026-03-02 14:28	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) -0.32
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 14:12	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) +0.30
	reasoning Editorial defends individual autonomy
2026-03-02 13:54	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 13:29	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) -0.30
	reasoning Editorial defends individual autonomy
2026-03-02 13:06	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 12:49	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) +0.30
	reasoning Editorial defends individual autonomy
2026-03-02 12:19	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 12:06	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) 0.00
	reasoning Editorial defends individual autonomy
2026-03-02 12:00	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) -0.30
	reasoning Editorial defends individual autonomy
2026-03-02 11:47	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 11:22	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) +0.30
	reasoning Editorial defends individual autonomy
2026-03-02 11:07	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 11:02	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 10:34	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) -0.30
	reasoning Editorial defends individual autonomy
2026-03-02 10:27	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) +0.30
	reasoning Editorial defends individual autonomy
2026-03-02 10:12	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 09:54	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) -0.30
	reasoning Editorial defends individual autonomy
2026-03-02 09:31	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 09:26	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 09:08	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) +0.30
	reasoning Editorial defends individual autonomy
2026-03-02 08:35	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) +0.32
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 08:16	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) -0.30
	reasoning Editorial defends individual autonomy
2026-03-02 07:55	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) -0.32
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 07:34	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial defends individual autonomy
2026-03-02 07:28	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) -0.04
	reasoning Editorial defends individual autonomy
2026-03-02 07:06	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 06:56	eval	Evaluated by llama-3.3-70b-wai: +0.64 (Strong positive) +0.04
	reasoning Editorial defends individual autonomy
2026-03-02 06:22	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 06:10	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) +0.30
	reasoning Editorial defends individual autonomy
2026-03-02 05:50	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 05:37	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) -0.30
	reasoning Editorial defends individual autonomy
2026-03-02 05:09	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 05:04	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 05:03	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial defends individual autonomy
2026-03-02 04:25	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 04:25	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial defends individual autonomy
2026-03-02 03:42	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial defends individual autonomy
2026-03-02 03:41	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 03:00	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) +0.30
	reasoning Editorial defends individual autonomy
2026-03-02 02:56	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 02:55	eval	Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) -0.30
	reasoning Editorial defends individual autonomy
2026-03-02 02:21	eval	Evaluated by llama-4-scout-wai: +0.56 (Moderate positive)
	reasoning Editorial stance against AI-generated content and its impact on human connection
2026-03-02 02:20	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive)
	reasoning Editorial defends individual autonomy

build cae4013+9mc6 · deployed 2026-03-02 22:05 UTC · evaluated 2026-03-02 21:48:57 UTC