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Comment

So this is a genuine question, that I'd like to be handled in good faith. What about generative AI or the ability for generative AI to search across the internet for meaningful learning? Or I guess in an easy example I can relate to: Mathematics. I'm working on studying Calculus 2. It's not in my degree, for reference, the only way I could take a calc 2 course is if I paid out of pocket and took a course that wouldn't earn anything towards my degree. I will typically ask generative AI to explain a concept to me, if the explanations I find are awkward or I can't follow them well. Similarly, I might see a good problem on a work sheet, try my hand at it, then ask generative AI what it thinks about it, or ask it to give me a step by step on how a certain problem is solved, and then ask if it can provide me a similar problem, which I work out myself on my notebook, then provide my answer to generative AI, and it can tell me where I was right or where I missed a step or made a mistake. I understand that there may be a significant negative view on generative AI, especially in academic settings, but what about for a 'good' use such as to genuinely learn, rather than use it to avoid studying or learning and end up with cognitive debt?

youtube 2025-08-05T01:0…

Coding Result

Dimension	Value
Responsibility	unclear
Reasoning	unclear
Policy	unclear
Emotion	indifference
Coded at	2026-04-27T06:26:44.938723

Raw LLM Response

[
{"id":"ytc_UgwuVYaDA-TZ9Dy-I_N4AaABAg","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"resignation"},
{"id":"ytc_UgxIjugAWxV3bq6Bcv94AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"indifference"},
{"id":"ytc_UgzPksi6NDnnXTA6zAl4AaABAg","responsibility":"user","reasoning":"consequentialist","policy":"industry_self","emotion":"approval"},
{"id":"ytc_UgykR_031e_hrpWi60d4AaABAg","responsibility":"user","reasoning":"deontological","policy":"liability","emotion":"approval"},
{"id":"ytc_Ugzpc-q0hQYiTDYQLUB4AaABAg","responsibility":"distributed","reasoning":"mixed","policy":"unclear","emotion":"outrage"},
{"id":"ytc_UgwEQdN0b6FzaqxeabJ4AaABAg","responsibility":"user","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytc_UgxjKDXdRH_zbYp4sNh4AaABAg","responsibility":"none","reasoning":"contractualist","policy":"none","emotion":"approval"},
{"id":"ytc_UgzfIeLSVCRu2B4nzvl4AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"regulate","emotion":"fear"},
{"id":"ytc_UgyWK8j2-kmJXDiCcnp4AaABAg","responsibility":"unclear","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytc_UgxdweXHGWOQR2rvr2Z4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"}
]

Raw LLM Responses