Raw LLM Responses
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G
So that computer in the 1982 tron movie is now real....this is what happens when…
ytc_Ugx_fsvs6…
G
I'm in favor of ai art but it needs to be done properly. Every piece of art scra…
ytc_UgzPH-XUU…
G
lmao he lost me when he said "removal of bias based on gender, religion, and eth…
ytc_UgxRa41Tv…
G
There's a few holes here. First, there is the assumption that 'God' matches the…
rdc_cxkkdfp
G
Does Bill Gates have any specialized knowledge or insight into AI, or is his opi…
rdc_jd8y5lm
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Whenever i see someone who says AI art is unethical, i know that they get their …
ytc_UgxKFr3ZD…
G
Just wait a couple of years and AI ART gonna be the most demand on market xD, th…
ytr_Ugy5eJPK0…
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This was fantastic. I'm a bona fide, card-carrying technotroglodyte. Tech stuff…
ytc_Ugy7xdaP7…
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
[
{"id":"ytr_Ugy5lVw4f131S-yXPhd4AaABAg.9pD5nYI_UXJ9pDBXIFd8IR","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"},
{"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"}
]