Nihilistic Violent Extremism

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 @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	+0.10	ND	Mild positive	0.80	0.00	violent extremism
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	0.00	ND	Neutral	0.80	0.00	Violent Extremism

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

+0.10	Nihilistic Violent Extremism (en.wikipedia.org)
	34 points by doener 4 days ago \| 49 comments on HN \| Mild positive ~lite vlite-1.4

Summary ~lite violent extremism Acknowledges

Neutral article discussing nihilistic violent extremism

EQ 0.60

SO 0.40

TD 0.70

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

Longitudinal 188 HN snapshots · 122 evals

Audit Trail 142 entries

2026-03-02 18:56	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 18:56	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-02 18:48	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 18:48	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 17:33	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 17:33	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 16:32	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 16:32	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-02 16:21	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 16:21	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 16:12	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 16:12	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 06:12	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 06:12	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 06:03	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 06:03	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-02 05:39	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 05:39	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 05:22	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 05:22	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-02 05:03	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 05:03	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 04:48	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 04:48	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-02 04:22	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 04:22	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 04:05	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 04:05	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-02 04:00	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 04:00	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-02 03:39	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 03:39	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 03:33	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 03:33	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 03:14	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 03:14	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-02 02:52	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 02:52	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 02:38	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 02:38	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-02 02:17	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 01:49	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-02 01:27	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 01:23	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 01:05	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-02 00:46	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-02 00:21	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-02 00:16	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 23:58	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 23:22	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 23:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 22:32	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 22:24	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 22:19	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 21:58	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 21:29	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 21:07	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 21:02	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 20:54	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 20:48	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 20:17	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 20:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 19:34	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 19:25	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 19:20	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 18:51	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 18:43	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 18:40	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 18:36	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 17:43	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 17:32	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 16:22	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 16:12	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 15:43	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 15:31	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 14:41	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 14:25	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 13:57	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 13:39	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 13:08	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 12:58	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 12:26	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 12:21	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 12:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 12:12	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 11:41	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 11:36	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 11:34	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 11:27	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 10:31	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 10:24	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 09:45	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 09:42	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 09:03	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 09:03	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 08:07	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 08:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 06:08	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 06:02	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 06:01	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 04:28	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 04:22	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 04:21	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 03:09	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 03:05	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 03:04	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 02:22	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 02:21	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-03-01 01:34	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-03-01 01:33	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 23:20	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 22:40	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 22:19	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 22:00	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 21:34	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 21:29	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 21:10	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 20:43	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 20:22	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 20:16	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 19:54	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 19:26	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 19:07	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 18:44	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 18:26	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 18:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 18:00	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 17:52	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 17:35	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 17:31	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 17:27	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 17:04	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 16:59	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 16:37	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 16:33	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 16:28	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 15:42	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 15:05	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral wiki article
2026-02-28 09:16	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 09:15	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) -0.20
	reasoning Neutral wiki article
2026-02-28 02:49	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Wikipedia article on nihilistic violent extremism
2026-02-28 02:25	eval	Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
	reasoning Neutral wiki article

build fb2f838+pr96 · deployed 2026-03-02 19:02 UTC · evaluated 2026-03-02 19:05:25 UTC