Raw LLM Responses

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What methodology did ADP use to disambiguate unemployment caused by AI vs all other sources, like massive over-hiring during the covid years? While workforce disruption due to AI may be real, this seems like a headline chasing a story with few supporting facts, just anecdotes.
youtube AI Jobs 2025-07-22T20:2… ♥ 3
Coding Result
DimensionValue
Responsibilitycompany
Reasoningconsequentialist
Policynone
Emotionindifference
Coded at2026-04-27T06:26:44.938723
Raw LLM Response
[ {"id":"ytc_UgyDm4eBUQj9E5uIdXh4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_UgwseCJ0LhddOow0ssx4AaABAg","responsibility":"ai_itself","reasoning":"mixed","policy":"unclear","emotion":"approval"}, {"id":"ytc_UgwBGqhig49WmcdVJ6N4AaABAg","responsibility":"none","reasoning":"virtue","policy":"none","emotion":"approval"}, {"id":"ytc_UgzBDlFFS9izxZ7vDFV4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"fear"}, {"id":"ytc_Ugw4eRlEUFEXYo0PoJJ4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"resignation"}, {"id":"ytc_UgzozvxeOTdhtAA-QfZ4AaABAg","responsibility":"government","reasoning":"deontological","policy":"unclear","emotion":"indifference"}, {"id":"ytc_UgzVJlpha9QZCmxUTRl4AaABAg","responsibility":"company","reasoning":"deontological","policy":"liability","emotion":"outrage"}, {"id":"ytc_Ugx1qqE52wOUoT7nw-B4AaABAg","responsibility":"government","reasoning":"deontological","policy":"ban","emotion":"outrage"}, {"id":"ytc_UgzD_UDytCnDtfyJXK14AaABAg","responsibility":"government","reasoning":"deontological","policy":"liability","emotion":"outrage"}, {"id":"ytc_Ugw-fXeU89q1HSEAJdR4AaABAg","responsibility":"distributed","reasoning":"virtue","policy":"none","emotion":"outrage"} ]