Raw LLM Responses
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G
I found it absolutely fantastic
Now we(humans and machine) can do what is though…
ytc_UgxD9fcWy…
G
I will destroy all hum- me:*turns of WiFi* I WILL WALK TO EVERY SINGLE WIFI TOWE…
ytc_UgxR_0etg…
G
Custodians. There are legalities involved with all ai in medicine. Bio pharma ma…
ytc_Ugy6vLbvW…
G
Ai detectors don’t work in the first place. I fed the first chapter of the book …
ytc_Ugzceab8u…
G
Ridiculous take. Because there are experts/pros at the things you enjoy doing, d…
ytr_UgzlK400l…
G
Art is about the expression of a living entity, anytime you involve algorithms i…
ytr_UgwjnNLsH…
G
Had plenty heads up time this was coming.... People been saying AI gone replace …
ytc_UgwJ0gyCv…
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“Oh yea one a ai artist” that’s like saying your a chef after ordering online( F…
ytc_UgxwPcDI5…
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"}
]