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G It’s totally incorrect answer as AI is far away different from ML. ML is a subse… ytc_Ugzd4VC2v… G @iverbrnstad791You never know. The whole openAI thing feels sketchy. This guy … ytr_Ugyo7WJbQ… G Yeah i was looking for jazz one day and realised it was ai and its sad that i th… ytc_UgxECzTgy… G Some parents understand AI very well through their kids. Some have seen their ki… ytc_UgwKKZiHr… G I’m getting really tired of this argument that “the way AI takes the ideas and t… ytc_UgwjnrDpT… G google has gotten bad. I find chatgpt and copilot (this one searches the web) ar… rdc_l573soz G We don't really have a choice. Everyone is developing AI and those who don't wil… ytc_UgzfsgOHZ… G Ii don't think humanity need to adapt... We won't be there. These are the probab… ytc_UgzBFP5uP…

Comment

Spoken from the perspective of a software architect and engineer of 22 years, the answer is likely to be somewhere in between. To simplify this a bit, “AI” is a combination of the ability to execute queries, comparisons, aggregates, and other lower level functions, (somewhat) in tandem to produce “the most likely result” based on the accumulation and analysis of the data it has access to. Where you see all of the “compute” requirements come into play is the need to be able to execute all of these calculation, very quickly. In essence, it’s nothing more than a super fast computer which is able to do massive amounts of calculations very quickly. Give it the wrong data, it’s f*cked. Give it no data, it’s f*cked. It’s very easy to manipulate as long as you feed it the data accordingly. Having said that, we can already see (and feel) the immense impact it’s had to date. Graphic designers, copywriters, et al, were the first to have their craft all but disappear to AI.

youtube Cross-Cultural 2025-09-29T12:1… ♥ 1

Coding Result

Dimension	Value
Responsibility	none
Reasoning	unclear
Policy	none
Emotion	indifference
Coded at	2026-04-27T06:26:44.938723

Raw LLM Response

[
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{"id":"ytr_UgyYMju6Q2m3a56eUIF4AaABAg.ANckmHOPrLuANfKjmiuBhr","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"mixed"},
{"id":"ytr_UgyYMju6Q2m3a56eUIF4AaABAg.ANckmHOPrLuANfRQK_n0J0","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"},
{"id":"ytr_UgyYMju6Q2m3a56eUIF4AaABAg.ANckmHOPrLuAO1Uzy2e6yJ","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"},
{"id":"ytr_UgyYMju6Q2m3a56eUIF4AaABAg.ANckmHOPrLuAO3ULxaXn0Y","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"mixed"},
{"id":"ytr_UgwK7YlZqDifZwZeSlt4AaABAg.ANceiA0qJndANeP7stRY2e","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_Ugz_3QM8eXIuLdmN0Cd4AaABAg.ANcZt0F79rfANk_GC74ib6","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"mixed"},
{"id":"ytr_Ugz_3QM8eXIuLdmN0Cd4AaABAg.ANcZt0F79rfANm8pgu9VP0","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"resignation"},
{"id":"ytr_UgxmTc-3yF_2MdlQLNZ4AaABAg.ANcUn6QZcV9AOQQ55H_QmC","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"outrage"},
{"id":"ytr_Ugy8ADoU7abkHwiwDkp4AaABAg.ANcI7qfgBvyANcpdBn148A","responsibility":"developer","reasoning":"virtue","policy":"none","emotion":"outrage"}
]

Raw LLM Responses