Raw LLM — Corpus Dashboard

Look up by comment ID

Random samples — click to inspect

G People have no jobs and no power. Rich people have resources and means of produc… ytc_UgzS_s2_9… G If the artist is doing "fan art" than sorry their art isn't being stolen because… ytc_Ugy-nkoZU… G vrj40 Having a driver will be an option that many people who are afraid of drive… ytr_Ugh8TWotf… G ⁠⁠@you-share trying to compare words, prompts, styles and themes in ai to an ch… ytr_UgygFb_-5… G That not a good idea to having a fighter robot it has no feelings to fell pain i… ytc_UgzuKn0OQ… G Hey Elon you are the most dangerous men in the world maybe you are the one who s… ytc_UgyBa46U_… G Only thing I worry about AI is Murphy law . What can go wrong will go wrong at t… ytc_Ugx9dwZco… G This has been happening before AI. They called it "up convert" to take lower res… ytc_UgxUOW0WZ…

Comment

At 41:20 Hinton describes how his own niece uses AI tech to answer letters of complaint to the NHS and how this makes her 5 times quicker to answer these letters. This suggests that the actual job is simply acknowledging the letter of complaint, not actually acting on it in a meaningful way. What would be really clever would be to get rid of that job altogether as it adds nothing of value. I was the clinical lead of an NHS Service covering a population of over 1 million and I took responsibility for every complaint received and I personally investigated it and responded directly to the complainant as a priority. Sometimes a complaint exposed a systematic flaw which I would then correct or a staff training issue which would then be addressed. Public services like the NHS are hugely inefficient. AI could be cleverly used to minimise red tape and unnecessary non-clinical roles.The savings could then be invested into staff who actually treat patients.

youtube AI Governance 2025-06-28T08:0… ♥ 2

Coding Result

Dimension	Value
Responsibility	company
Reasoning	consequentialist
Policy	industry_self
Emotion	indifference
Coded at	2026-04-27T06:24:59.937377

Raw LLM Response

[
{"id":"ytc_UgxLYqnHFpclOlvkDYJ4AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"unclear","emotion":"fear"},
{"id":"ytc_UgyfloLO-0sWmPqXeet4AaABAg","responsibility":"developer","reasoning":"deontological","policy":"liability","emotion":"outrage"},
{"id":"ytc_Ugyd-DvYN-9d4UyNht14AaABAg","responsibility":"unclear","reasoning":"mixed","policy":"unclear","emotion":"approval"},
{"id":"ytc_Ugx5wBbSGCMQQS7k_ld4AaABAg","responsibility":"user","reasoning":"consequentialist","policy":"regulate","emotion":"fear"},
{"id":"ytc_Ugxbp1_cLvmlndwn2G94AaABAg","responsibility":"government","reasoning":"consequentialist","policy":"unclear","emotion":"fear"},
{"id":"ytc_UgwS7XvK6Nne8c64HCF4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"industry_self","emotion":"indifference"},
{"id":"ytc_Ugy1ngwJXyl6jEA7hPJ4AaABAg","responsibility":"government","reasoning":"virtue","policy":"regulate","emotion":"outrage"},
{"id":"ytc_Ugyvf2EKhmrbo5fij9R4AaABAg","responsibility":"unclear","reasoning":"mixed","policy":"unclear","emotion":"mixed"},
{"id":"ytc_UgyKYBMGz7DaBoLct4d4AaABAg","responsibility":"unclear","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytc_UgyIiYJ18iNzZjQenvh4AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"ban","emotion":"outrage"}
]

Raw LLM Responses