Raw LLM Responses
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AI could do news reporter job...let's stop this before we regret what we can cle…
ytc_UgxAojlz4…
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theredditexperience1why do you keep acting like a loser everywhere, telling eve…
ytr_UgwAk77vM…
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It's extremely obvious that you didn't even watch the whole video and just watch…
ytc_UgzAB0HpM…
G
Common mistake. It is really unlikely to see a company using your interaction wi…
ytc_UgzyVuDGm…
G
It had been irresponsible and greedy for the way Tesla had been marketing their …
ytc_UgzzCfB5h…
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Being able to die is what makes living things alive eo how can somthing that can…
ytc_Ugz1gKUCE…
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AI is really dumb too, it thinks one of my cats is a flying squirrel, and the o…
ytc_Ugxr3ufIy…
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There are problems with Telegram, but, to my knowledge, Telegram is not responsi…
ytc_UgyBtz6Z6…
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"},
{"id":"ytr_Ugw8-jz4mGyNdpgQX6h4AaABAg.97OjzA2wrnv97Ot9iNnLWh","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_Ugw8-jz4mGyNdpgQX6h4AaABAg.97OjzA2wrnv97P4kjd3_CG","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgyBGSa7ZL_DpSXgnZB4AaABAg.96phYbPX3GN96q2sUb0j9_","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"id":"ytr_UgzaZQogfBQPFKvKK4p4AaABAg.96ZWOXkyIkQ96ZiPX2NeAb","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"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"}
]