When Using AI Leads to "Brain Fry"

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

Model: @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	When Using AI Leads to "Brain Fry" (hbr.org)
	16 points by dracula_x 5 days ago \| 1 comments on HN ~lite vlite-2.0

Summary ~lite

Neutral content

Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 72 HN snapshots · 32 evals

Audit Trail 52 entries

2026-03-07 04:08	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-07 04:08	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 04:01	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-07 04:01	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 03:34	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-07 03:34	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 03:29	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-07 03:29	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 03:24	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-07 03:24	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 02:59	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-07 02:59	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 02:47	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-07 02:47	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 02:42	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-07 02:42	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 02:25	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-07 02:25	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 02:20	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-07 02:20	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 02:06	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-07 02:06	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 01:49	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-07 01:49	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 01:26	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-07 01:26	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 01:12	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-07 01:12	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 00:51	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-07 00:51	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 00:11	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-07 00:11	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-06 23:51	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-06 23:51	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 23:40	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-06 23:40	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-06 23:16	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-06 23:16	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 23:12	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-06 23:12	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 23:05	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-06 22:07	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 22:01	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-06 21:17	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 21:12	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-06 20:34	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 20:30	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-06 19:56	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-06 19:56	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-06 19:31	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning Article discusses AI-induced cognitive fatigue, no explicit human rights discussion
2026-03-06 19:26	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral)
	reasoning Article discusses AI-induced cognitive fatigue, no explicit human rights discussion
2026-03-06 19:25	eval	Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative)
	reasoning No human rights discussion

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