Raw LLM Responses

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This video highlights something I emphasize in my books and videos: the real shift isn’t just in what these systems can generate, but in how we decide to use them day to day. Technology becomes impactful when it changes patterns of work, judgment, and responsibility — not just when outputs look impressive. A powerful system doesn’t automatically improve decisions. What matters is whether humans stay engaged with context, remain clear about goals, and hold accountability for choices. If convenience becomes the default justification for delegation, authority drifts before anyone updates policy or process. Meaningful progress comes from intentional integration — defining why a tool is being used, keeping oversight where nuance matters, and making responsibility visible rather than invisible. Tools can scale performance, but they can also scale mistakes if we don’t guard where judgment belongs.
youtube 2026-01-28T22:4… ♥ 1
Coding Result
DimensionValue
Responsibilityuser
Reasoningvirtue
Policyindustry_self
Emotionapproval
Coded at2026-04-26T23:09:12.988011
Raw LLM Response
[ {"id":"ytc_UgyWkhWmL4YJBTPKQPV4AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"ban","emotion":"fear"}, {"id":"ytc_UgylbiJiP-CH_j881RF4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"}, {"id":"ytc_Ugy8pWXCCWg266k0E1x4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"}, {"id":"ytc_UgwG8lfbIEeWkAde-vZ4AaABAg","responsibility":"company","reasoning":"virtue","policy":"liability","emotion":"outrage"}, {"id":"ytc_UgxaB8WSmtkkGDE69f14AaABAg","responsibility":"government","reasoning":"consequentialist","policy":"regulate","emotion":"outrage"}, {"id":"ytc_UgwRymBOgEvNewB5YPx4AaABAg","responsibility":"user","reasoning":"deontological","policy":"ban","emotion":"outrage"}, {"id":"ytc_UgzVOHO9SxVUkLAaWI14AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"mixed"}, {"id":"ytc_UgyrCG1sZ9Gzi-Ue7Q14AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"resignation"}, {"id":"ytc_UgwZALhyyYEqE-dY8L94AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"outrage"}, {"id":"ytc_Ugwp-DA22OmxcIxXp814AaABAg","responsibility":"user","reasoning":"virtue","policy":"industry_self","emotion":"approval"} ]