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G Agentic AI sounds so cool! Pneumatic Workflow kinda gives a taste of that with i… ytc_UgxF74jMA… G All I see is more and more negativity on AI, grow the fk up, get out of the plac… ytr_UgzUQFPuE… G 23 minutes in. Have you all heard of the BBB. Big beautiful bill nightmare? One … ytc_UgyBqEF3y… G Your comment at the very end about "a difference in-kind" between the current al… ytc_UgzURJ6yX… G @caty863so we don't have an 100 IQ AGI now, so it's hard to say if that is good… ytr_Ugw_LLAx0… G As a user of AI - this is total nonsense - it’s not that useful… ytc_UgxufYzyN… G I'd recommend playing Metal Gear Solid 2 or read its story to see for yourself a… ytc_UgyudiWJA… G gonna be the biggest catastrophe ever , even without any detrimental AI decision… ytc_UgzRA_BE6…

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.ANckmHOPrLuAO1Uzy2e6yJ","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"},
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{"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