Raw LLM Responses
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G
The other thing that is missing from these discussions is, what is the actual fu…
ytc_UgxnUiSJN…
G
yeah this shit is dangerous. but also you can wear a mask so AI wont recognize y…
ytc_UgxQcymbl…
G
At first they create a fragmented society, where everyone is lonely and believin…
ytc_Ugx75h0b3…
G
googles AI is called DumbAI imagine that this company is talking about AI but ca…
ytc_UgylH_IhB…
G
All parents need to gather together and take this AI thing offline immediately. …
ytc_UgyEEKEo4…
G
Dam y'all are that bad at coming up with ideas that y'all had to copy ai art lma…
ytc_UgzdHqzwr…
G
Totally not bots talking about this book .. lol ai . One post has 4.4 likes in …
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G
LISTEN, is really that bad to AI generate chairs? Like I get NSFW art and how th…
ytc_UgxAgT_JH…
Comment
You are correct, that is the formula for Variance used in statistics. In Machine Learning, we replace the first term, f(x), with the "known outcomes", and the second term, E(f(x)), with the outcomes predicted by the model. As a result, we get what I described in this video. For more details, see page 34 of the Introduction to Machine Learning. Here is the relevant passage:
"What do we mean by the variance and bias of a statistical learning method? Variance refers to the amount by which f(x) would change if we estimated it using a different training data set."
youtube
AI Bias
2020-11-11T17:0…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | unclear |
| Policy | none |
| Emotion | indifference |
| Coded at | 2026-04-27T06:26:44.938723 |
Raw LLM Response
[
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{"id":"ytr_Ugz3r24dZQ7Ggs4TBs54AaABAg.ADjh5AX94oPADklNo-I--K","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_UgwiNV41M0W-er4TQFp4AaABAg.9TiKZ9JXCC49Ti_dfIKpBX","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_UgwdxvIcfDf1GaJ1aux4AaABAg.9OARpVvqSz69OCRrS85jNV","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"mixed"},
{"id":"ytr_UgwdxvIcfDf1GaJ1aux4AaABAg.9OARpVvqSz69OCSLF0Hkzw","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_UgyDmYf3st68s8ACESh4AaABAg.9MAGqUJio679MCNV-hijkp","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_UgzQWIHaS7bmQ8yKhKB4AaABAg.9M6qJ8ff1OJ9M7MYpadej0","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_Ugy9ZK0SWUJSLBniTTJ4AaABAg.9K3xhf236wg9K4ZOtZSL0O","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_Ugx-pSza3Fp21fmilHR4AaABAg.9HN21v72lvm9HSGwyJkxuP","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytr_UgwDDGS41a6qb0iNqmF4AaABAg.9Fvlk4PTFW19FvpoV5M_g4","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"}
]