This System Can Go Fuck Itself and Burn in Hell — Pending | HRO

Skip to content

HRO stories | signals | sources | rights | about | search

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite -0.60 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 Compare

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite	-0.60	ND	Moderate negative	0.80	0.00	Technology Critique
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	+0.60	ND	Strong positive	0.90	0.00	Systemic Critique

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

-0.60	This System Can Go Fuck Itself and Burn in Hell (shawnfromportland.substack.com)
	93 points by SirensOfTitan 23 hours ago \| 61 comments on HN \| Moderate negative ~lite vlite-1.4

Summary ~lite Technology Critique Undermines

The author expresses frustration and hostility towards the current state of AI development.

EQ 0.20

SO 0.30

TD 0.40

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

Longitudinal 28 HN snapshots · 64 evals

Audit Trail 84 entries

2026-03-02 18:52	model_divergence	Cross-model spread 1.20 exceeds threshold (2 models)	- -
2026-03-02 18:52	eval_success	Lite evaluated: Moderate negative (-0.60)	- -
2026-03-02 18:52	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 18:47	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 18:47	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 18:42	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 18:42	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 17:27	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 17:27	model_divergence	Cross-model spread 1.20 exceeds threshold (2 models)	- -
2026-03-02 17:27	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 16:30	eval_success	Lite evaluated: Moderate negative (-0.60)	- -
2026-03-02 16:30	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 16:09	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 16:09	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 15:49	credit_exhausted	Credit balance too low, pausing provider for 30 min	- -
2026-03-02 14:05	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 14:05	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 14:05	model_divergence	Cross-model spread 1.20 exceeds threshold (2 models)	- -
2026-03-02 13:44	eval_success	Lite evaluated: Moderate negative (-0.60)	- -
2026-03-02 13:44	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 13:39	eval_success	Lite evaluated: Moderate negative (-0.60)	- -
2026-03-02 13:39	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 13:17	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 13:17	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 12:59	eval_success	Lite evaluated: Moderate negative (-0.60)	- -
2026-03-02 12:59	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 12:28	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 12:28	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 12:12	eval_success	Lite evaluated: Moderate negative (-0.60)	- -
2026-03-02 12:12	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 11:56	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 11:56	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 11:51	eval_success	Lite evaluated: Strong positive (0.60)	- -
2026-03-02 11:51	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 11:36	eval_success	Lite evaluated: Moderate negative (-0.60)	- -
2026-03-02 11:36	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 11:10	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 10:58	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 10:22	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 10:09	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 09:42	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 09:26	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 08:57	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 08:52	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 08:47	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 08:32	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 08:04	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 07:51	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 07:44	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 07:16	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 07:05	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 06:40	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 06:19	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 06:02	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 05:45	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 05:21	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 05:05	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 04:46	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 04:26	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 04:02	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 03:42	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 03:37	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 03:17	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 03:12	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 02:51	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 02:38	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 02:15	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 02:10	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 01:51	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 01:47	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 01:15	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 01:09	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 01:05	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-02 00:30	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-02 00:25	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-01 23:35	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-01 23:30	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-01 22:50	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-01 22:41	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-01 22:36	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-01 22:06	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative) 0.00
	reasoning Editorial stance appears to be implicitly hostile
2026-03-01 22:01	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
	reasoning Editorial anti-system stance
2026-03-01 21:15	eval	Evaluated by llama-4-scout-wai: -0.60 (Moderate negative)
	reasoning Editorial stance appears to be implicitly hostile
2026-03-01 21:13	eval	Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive)
	reasoning Editorial anti-system stance

About | By Right | HN Guidelines | HN FAQ | Source | UDHR | Donate | RSS

build 8ca1907+465a · deployed 2026-03-02 19:13 UTC · evaluated 2026-03-02 19:05:25 UTC