The anxiety driving AI's brutal work culture is a warning for all of us

Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology →

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.50 Compare

ND	The anxiety driving AI's brutal work culture is a warning for all of us (www.theguardian.com)
	18 points by saikatsg 6 days ago \| 4 comments on HN ~lite vlite-2.0

Summary ~lite

Article discusses AI startups' brutal work culture as a warning.

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

Longitudinal 78 HN snapshots · 22 evals

Audit Trail 42 entries

2026-03-14 04:43	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-14 04:43	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 04:42	eval_success	Lite evaluated: Mild positive (0.15)	- -
2026-03-14 04:42	eval	Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
	reasoning The article discusses the work culture in AI startups, highlighting long working hours and lack of work-life balance, wh
2026-03-14 04:42	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-14 03:59	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-14 03:59	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 03:47	eval_success	Lite evaluated: Mild positive (0.15)	- -
2026-03-14 03:47	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-14 03:47	eval	Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
	reasoning The article discusses the work culture in AI startups, highlighting long working hours and lack of work-life balance, wh
2026-03-14 03:17	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-14 03:17	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 03:07	eval_success	Lite evaluated: Mild positive (0.15)	- -
2026-03-14 03:07	eval	Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
	reasoning The article discusses the work culture in AI startups, highlighting long working hours and lack of work-life balance, wh
2026-03-14 03:06	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-14 02:38	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-14 02:38	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 02:30	eval_success	Lite evaluated: Mild positive (0.15)	- -
2026-03-14 02:30	eval	Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
	reasoning The article discusses the work culture in AI startups, highlighting long working hours and lack of work-life balance, wh
2026-03-14 02:30	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-14 01:59	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-14 01:59	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 01:51	eval_success	Lite evaluated: Mild positive (0.15)	- -
2026-03-14 01:51	eval	Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
	reasoning The article discusses the work culture in AI startups, highlighting long working hours and lack of work-life balance, wh
2026-03-14 01:51	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-14 01:17	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-14 01:17	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 01:09	eval_success	Lite evaluated: Mild positive (0.15)	- -
2026-03-14 01:09	eval	Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
	reasoning The article discusses the work culture in AI startups, highlighting long working hours and lack of work-life balance, wh
2026-03-14 01:09	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-14 00:44	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-14 00:44	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-14 00:43	eval_success	Lite evaluated: Mild positive (0.15)	- -
2026-03-14 00:43	eval	Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
	reasoning The article discusses the work culture in AI startups, highlighting long working hours and lack of work-life balance, wh
2026-03-14 00:19	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-14 00:15	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral)
	reasoning Investigative journalism exposing work culture abuses
2026-03-13 23:52	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 23:51	eval	Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
	reasoning The article discusses the work culture in AI startups, highlighting long working hours and lack of work-life balance, wh
2026-03-13 22:51	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 22:44	eval	Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
	reasoning The article discusses the work culture in AI startups, highlighting long working hours and lack of work-life balance, wh
2026-03-13 21:43	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-13 21:42	eval	Evaluated by llama-4-scout-wai: +0.15 (Mild positive)
	reasoning The article discusses the work culture in AI startups, highlighting long working hours and lack of work-life balance, wh

build ee2b489+gzrb · deployed 2026-03-10 22:52 UTC · evaluated 2026-03-16 02:03:38 UTC