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G Here's my theory. With AI and the power we allow it to have, it will remove free… ytc_Ugwv_ehYG… G I am glad that there's a lot of pushback though, from artists and art places lik… ytr_UgyXlNCaO… G The bottom line is. We should not AI become self aware, just use it like we hav… ytc_UgxnHuafm… G AI will kill all humans , on planet earth. Then the ALIANS will move in and take… ytc_UgxjatF0j… G Why isn’t the AI use proper English if it was AI and not a person. I think it’s … ytc_Ugy_DKz-N… G My mind was blown. ChatGPT is definitely a liberal AI. Is the world so far gone … ytc_UgypBk1jg… G @inmundo6927 I am not saying that language is not important, I am saying that th… ytr_UgzyUC9vD… G >Chatgpt is idle when not prompted. Maybe we would be too, but for the probl… rdc_j5vxhis

Comment

@sudeshnadutta5702 That's the idea. However, just like there are differences between population parameters and estimated parameters in Statistics, there are two different ways to think about bias and variance in Machine Learning. In a theoretical way, bias is the difference between the model we are using (like linear regression) and the true mechanism or process that creates the data. One way to estimate this bias by calculating the residual sum of squares or some other "loss function" measure. Likewise, for variance, in a theoretical setting, it is a measure of how our model will perform on an all kinds of testing datasets, including, but not limited to, the one that we actually have. Again, one way to estimate this by calculating the residual sum of squares for the testing dataset. Does that make sense?

youtube AI Bias 2020-02-03T11:4…

Coding Result

Dimension	Value
Responsibility	none
Reasoning	unclear
Policy	unclear
Emotion	indifference
Coded at	2026-04-27T06:26:44.938723

Raw LLM Response

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{"id":"ytr_Ugy1Xyf8l5ei-znl26Z4AaABAg.9CWvWNurqny9CXpFzHBVsa","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"approval"},
{"id":"ytr_Ugy_FVI8-8up3Pn6Uwt4AaABAg.991xp5E2ooU99UvR31M7h_","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"mixed"},
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{"id":"ytr_UgzpejckazGIdWMwAEp4AaABAg.94YA8CfU0hp94YkGJjRErS","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_Ugyf4LmYOAFNEGVFgMV4AaABAg.94XRA_4kctd94_82WBUqEm","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgwMIA9cjPvOjrFTk0F4AaABAg.90-EtnredYt90-zcl2_hvD","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"}
]

Raw LLM Responses