The Editor Who Helped Build a Golden Age of American Letters

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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-4-scout-17b-16e-instruct lite 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast 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	—	0.67	—	—
@cf/meta/llama-4-scout-17b-16e-instruct lite	0.00	-1.00	Moderate negative	1.00	1.00	Literature History
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	0.00	-1.00	Moderate negative	0.80	1.00	American literature

Section	@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	@cf/meta/llama-3.3-70b-instruct-fp8-fast 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	The Editor Who Helped Build a Golden Age of American Letters (newrepublic.com)
	13 points by samclemens 9 days ago \| 1 comments on HN ~lite vlite-2.0

Summary ~lite

The article discusses a historical editor's contributions to American literature.

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

Longitudinal 180 HN snapshots · 46 evals

Audit Trail 66 entries

2026-03-08 20:37	eval_success	PSQ evaluated: g-PSQ=-0.040 (3 dims)	- -
2026-03-08 20:37	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 20:36	eval_success	PSQ evaluated: g-PSQ=0.030 (3 dims)	- -
2026-03-08 20:36	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral) 0.00
2026-03-08 20:27	eval_success	Lite evaluated: Moderate negative (-0.40)	- -
2026-03-08 20:27	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
	reasoning Article about an editor's impact on American literature, no explicit rights discussion
2026-03-08 20:27	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-08 20:20	eval_success	Lite evaluated: Moderate negative (-0.40)	- -
2026-03-08 20:20	eval	Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative) 0.00
	reasoning Editorial on American letters
2026-03-08 20:20	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-08 18:42	eval_success	PSQ evaluated: g-PSQ=0.030 (3 dims)	- -
2026-03-08 18:42	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral) -0.00
2026-03-08 18:41	eval_success	PSQ evaluated: g-PSQ=-0.040 (3 dims)	- -
2026-03-08 18:41	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 18:32	eval_success	Lite evaluated: Moderate negative (-0.40)	- -
2026-03-08 18:32	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
	reasoning Article about an editor's impact on American literature, no explicit rights discussion
2026-03-08 18:32	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-08 18:28	eval_success	Lite evaluated: Moderate negative (-0.40)	- -
2026-03-08 18:28	eval	Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative) 0.00
	reasoning Editorial on American letters
2026-03-08 18:28	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-08 17:04	eval_success	PSQ evaluated: g-PSQ=0.034 (3 dims)	- -
2026-03-08 17:04	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral) 0.00
2026-03-08 17:00	eval_success	PSQ evaluated: g-PSQ=-0.040 (3 dims)	- -
2026-03-08 17:00	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 16:59	eval_success	PSQ evaluated: g-PSQ=0.034 (3 dims)	- -
2026-03-08 16:59	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral) 0.00
2026-03-08 16:52	eval_success	Lite evaluated: Moderate negative (-0.40)	- -
2026-03-08 16:52	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
	reasoning Article about an editor's impact on American literature, no explicit rights discussion
2026-03-08 16:52	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-08 16:49	eval_success	Lite evaluated: Moderate negative (-0.40)	- -
2026-03-08 16:49	eval	Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative) 0.00
	reasoning Editorial on American letters
2026-03-08 16:49	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-08 14:39	eval_success	PSQ evaluated: g-PSQ=0.034 (3 dims)	- -
2026-03-08 14:39	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral) +0.00
2026-03-08 14:37	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 14:27	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
	reasoning Article about an editor's impact on American literature, no explicit rights discussion
2026-03-08 14:26	eval	Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative) 0.00
	reasoning Editorial on American letters
2026-03-08 14:22	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
	reasoning Article about an editor's impact on American literature, no explicit rights discussion
2026-03-08 13:25	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral) -0.00
2026-03-08 13:24	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 13:19	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 13:17	eval	Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative) 0.00
	reasoning Editorial on American letters
2026-03-08 13:13	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
	reasoning Article about an editor's impact on American literature, no explicit rights discussion
2026-03-08 12:13	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral) +0.00
2026-03-08 12:09	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral) -0.00
2026-03-08 12:08	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 12:06	eval	Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative) 0.00
	reasoning Editorial on American letters
2026-03-08 12:02	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
	reasoning Article about an editor's impact on American literature, no explicit rights discussion
2026-03-08 10:53	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral) 0.00
2026-03-08 10:51	eval	Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative) 0.00
	reasoning Editorial on American letters
2026-03-08 10:51	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 10:48	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral) 0.00
2026-03-08 10:47	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
	reasoning Article about an editor's impact on American literature, no explicit rights discussion
2026-03-08 09:45	eval	Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative) 0.00
	reasoning Editorial on American letters
2026-03-08 09:44	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 09:42	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral) +0.00
2026-03-08 09:40	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
	reasoning Article about an editor's impact on American literature, no explicit rights discussion
2026-03-08 08:43	eval	Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative) 0.00
	reasoning Editorial on American letters
2026-03-08 08:43	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 08:41	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral) -0.00
2026-03-08 08:40	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
	reasoning Article about an editor's impact on American literature, no explicit rights discussion
2026-03-08 07:40	eval	Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative) 0.00
	reasoning Editorial on American letters
2026-03-08 07:38	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-08 07:36	eval	Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral)
2026-03-08 07:35	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative)
	reasoning Article about an editor's impact on American literature, no explicit rights discussion
2026-03-08 07:34	eval	Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative)
	reasoning Editorial on American letters

build ee2b489+gzrb · deployed 2026-03-10 22:52 UTC · evaluated 2026-03-08 02:36:46 UTC