Raw LLM Responses

Inspect the exact model output for any coded comment.

Look up by comment ID
Random samples — click to inspect
G AI generated art could never give me the fulfillment making my own art with my s… ytc_UgwEQDJiG… G So now the left wants us to point out the "social injustice" of our robots and f… ytc_UggIjizx_… G America needs to keep their AI technology within it's own land and need not worr… ytc_Ugw6foN-b… G Anyone who thinks we have more than chat bots with fast data access is a joke.… ytc_Ugy5YSYOL… G lol and then this guy just like, “ok where were we… ahh yes we are proud to anno… ytc_Ugww8yDa7… G Is not the weapons killing people, is not a political trend killing people, is n… ytc_Ugzyb623u… G These officers and the counties their in that have these "predictive policing" p… ytc_UgwwtaVnc… G AI sounds impressive because is a computer Like a pocket calculator is impressiv… ytc_UgwYuDJeO…
Comment
A lot of these “AI won’t replace developers” arguments are anchored in the current paradigm—servers, databases, load balancing, and so on. But they fail to consider that the very foundations of how we build and deliver software are about to be reimagined. People assume today’s models—centralized infrastructure, SaaS, multi-tenant platforms, CRMs hoarding user data—will persist. But that’s shortsighted. These architectures come with enormous attack surfaces, growing compliance burdens, and systemic fragility. GenAI and other emerging technologies will collapse layers of complexity, shifting where and how value is created. What’s often mistaken for “realism” is just extrapolation of the status quo. But history shows that the most confident predictions are often made right before the ground shifts. Confidence, after all, is that feeling you have right before reality hits.
youtube 2025-05-11T15:2… ♥ 10
Coding Result
DimensionValue
Responsibilitynone
Reasoningconsequentialist
Policyunclear
Emotionmixed
Coded at2026-04-26T23:09:12.988011
Raw LLM Response
[ {"id":"ytc_Ugz0uD4zmwEETI9Dxv94AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"}, {"id":"ytc_UgySnbn_WXQucUaHNpx4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"}, {"id":"ytc_UgxKQyiIxVNw12INWrx4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"unclear","emotion":"mixed"}, {"id":"ytc_Ugx_ZKJk3ltF_CmDilN4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"}, {"id":"ytc_UgwBaV5MK-WRDAKuoT94AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"unclear","emotion":"fear"}, {"id":"ytc_Ugx3JbGBe4SewpyRX2Z4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"unclear","emotion":"mixed"}, {"id":"ytc_Ugw4NfSQ_Y5Q5PR-JWN4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"resignation"}, {"id":"ytc_Ugwc-OWG7NjbC9wqpUZ4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"mixed"}, {"id":"ytc_UgwzUVkWr8oG18iVwwp4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"outrage"}, {"id":"ytc_UgzMgGy0qut1EoFYKUR4AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"none","emotion":"resignation"} ]