Job has become the ultimate case study why AI won't replace human workers

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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-3.3-70b-instruct-fp8-fast lite +0.04 @cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	Job has become the ultimate case study why AI won't replace human workers (www.cnn.com)
	18 points by mhb 1 days ago \| 6 comments on HN ~lite vlite-2.0

Summary ~lite

Article discusses AI's limitations in replacing human workers in radiology, promoting a balanced view.

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

Longitudinal 61 HN snapshots · 33 evals

Audit Trail 53 entries

2026-03-05 05:07	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 05:07	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 05:00	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-05 05:00	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-05 03:39	eval_success	Lite evaluated: Mild negative (-0.22)	- -
2026-03-05 03:39	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-05 03:34	eval_success	Lite evaluated: Mild negative (-0.22)	- -
2026-03-05 03:34	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-05 03:16	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-05 03:16	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-05 02:51	eval_success	Lite evaluated: Mild negative (-0.22)	- -
2026-03-05 02:51	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-05 02:43	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-05 02:43	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-05 02:11	eval_success	Lite evaluated: Mild negative (-0.22)	- -
2026-03-05 02:11	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-05 02:02	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-05 02:02	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-05 01:34	eval_success	Lite evaluated: Mild negative (-0.22)	- -
2026-03-05 01:34	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-05 01:29	eval_success	Lite evaluated: Mild negative (-0.22)	- -
2026-03-05 01:29	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-05 01:20	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-05 01:20	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-05 00:51	eval_success	Lite evaluated: Mild negative (-0.22)	- -
2026-03-05 00:51	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-05 00:47	eval_success	Lite evaluated: Mild negative (-0.22)	- -
2026-03-05 00:47	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-05 00:41	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-05 00:41	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-05 00:09	eval_success	Lite evaluated: Mild negative (-0.22)	- -
2026-03-05 00:09	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-05 00:01	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-05 00:01	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 23:56	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-04 23:56	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 23:32	eval_success	Lite evaluated: Mild negative (-0.22)	- -
2026-03-04 23:32	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-04 23:20	eval_success	Lite evaluated: Moderate negative (-0.34)	- -
2026-03-04 23:20	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 22:52	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-04 22:48	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-04 22:36	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 22:06	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-04 22:00	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-04 21:59	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 21:25	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-04 21:22	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 20:43	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-04 20:41	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 20:11	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
	reasoning Tech article on AI jobs
2026-03-04 20:06	eval	Evaluated by llama-4-scout-wai: -0.34 (Moderate negative)
	reasoning The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 20:05	eval	Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative)
	reasoning Tech article on AI jobs

build 1d257ec+9b5t · deployed 2026-03-05 21:00 UTC · evaluated 2026-03-03 07:16:53 UTC