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G So... The Chicago AI was right? Based on correct data sets? Or are you saying th… ytc_UgxGzSzva… G @ChristopherSmith-hs2kp Hell no, that robot will kill you! But hey, if you ever … ytr_UgzlA_4kI… G I like how ChatGPT understands "You sound like Jordan Peterson" to mean "Stop ov… ytc_UgyzGEeBo… G Our first nations are sovereign but limited under the federal American jurisdict… ytr_UgzIUezV2… G They’re also no longer letting DACA recipients get a CDL. News flash people immi… ytc_UgxeAwGly… G There was a fool on the table who said people are llm , that's so stupid.… ytc_UgzBJtLTv… G I'm not worried about Chat GPT. As soon as you put into a robot body, though... … ytc_Ugw2MiEBJ… G Great vidio!! It's amazing to see how AI languange models like CHATGPT are adva… ytc_UgwFf7n32…

Comment

And what exactly does this have to do with image classification problems? In a broader context, what Google is tackling here is a big problem in machine learning: That the environment changes. Take gender biases: I would hope most would agree that some gender baises are biological, some are social. Which are which is a though problem, but culture changes over time. We're definitely moving towards a world in which womans roles are changing, even if you don't like it, or think that we're over-writing biologically "natural" thing by way of social biases instead. Fact of the matter is, the role of (for example) woman in society is changing. This means that if you train a model on the past (what else would you train on?) it becomes unfit for the future. Because the world isn't static.

youtube AI Bias 2017-08-26T10:1… ♥ 2

Coding Result

Dimension	Value
Responsibility	none
Reasoning	mixed
Policy	none
Emotion	indifference
Coded at	2026-04-27T06:24:59.937377

Raw LLM Response

[
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{"id":"ytr_Ugy-xgV3WeXI8GRR5vZ4AaABAg.8X21IpT6-T_8X9_FHKU0Wq","responsibility":"none","reasoning":"contractualist","policy":"none","emotion":"indifference"},
{"id":"ytr_UgxUF0NgMk2XbjcOTLN4AaABAg.8Wlq_p0UDWX8WmNsKZjJwD","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"},
{"id":"ytr_UgzS0d_hiYY-las7zxB4AaABAg.8WibpzKM9lB8WihZ9c43b-","responsibility":"company","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytr_UgzS0d_hiYY-las7zxB4AaABAg.8WibpzKM9lB8WiklrXRHzH","responsibility":"company","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytr_Ugxf3nZXVD3q_XEXGnh4AaABAg.8WiH55mNZN28WiiEw8UlFZ","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"indifference"},
{"id":"ytr_UgyEXtana9HUXy5iB0R4AaABAg.8WhLaHiOkMs8Wkuy5ihcl1","responsibility":"company","reasoning":"deontological","policy":"regulate","emotion":"fear"},
{"id":"ytr_UgzmIGscl53btE5R0OV4AaABAg.8Wguh4FSIdR8Wh1e0OcJbC","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"},
{"id":"ytr_Ugwh23tsbFv5YB11ioB4AaABAg.8WguBmEHjPL8WgxkxpVR-v","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_UgwpEMUhCSHwQdFCei94AaABAg.AGE5EZ_NLwAAKcj6IBrKmO","responsibility":"company","reasoning":"virtue","policy":"ban","emotion":"outrage"}
]

Raw LLM Responses