Raw LLM Responses

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This video highlights something I talk about a lot: how technology amplifies existing decisions more than it invents new ones. When powerful systems are introduced into workflows without clear guardrails, the real change isn’t the tech itself — it’s how people start to let patterns override principles. It’s easy to optimize for speed or convenience, but that doesn’t automatically align with quality, accountability, or long-term value. The key insight for me is about intentional integration: • Define why a system is being used before how it’s used. • Keep humans not only in the loop but in charge of decisions, accountable, where judgment and context matter most. • Make responsibility visible, not invisible. Technology can scale impact, but without thoughtful governance it can also scale mistakes just as fast.
youtube AI Governance 2026-01-28T22:4…
Coding Result
DimensionValue
Responsibilityuser
Reasoningdeontological
Policyregulate
Emotionmixed
Coded at2026-04-27T06:26:44.938723
Raw LLM Response
[ {"id":"ytc_UgwwkxYoHe_ZiM4_4GB4AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"}, {"id":"ytc_UgySe2Pg7gd0o0NaooF4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"fear"}, {"id":"ytc_UgwcXdeld9kWdzcMwUp4AaABAg","responsibility":"user","reasoning":"deontological","policy":"regulate","emotion":"mixed"}, {"id":"ytc_UgyVh8yMD-vEahswZeV4AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"}, {"id":"ytc_Ugy7EeXwZ8PS-Kr-bax4AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"approval"}, {"id":"ytc_Ugwxd79TIWNje7OGdQV4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"fear"}, {"id":"ytc_Ugz2zgARZYj_bm-Z4OZ4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"resignation"}, {"id":"ytc_UgyQRn6ZnjjXpiTMxtp4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"fear"}, {"id":"ytc_UgwK42cpeGUyM9-qujh4AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"resignation"}, {"id":"ytc_UgwC_PrKiGHJaKfyzjl4AaABAg","responsibility":"user","reasoning":"unclear","policy":"none","emotion":"approval"} ]