My own initial reaction to gpt2 helps me understand why pre-modern tribes reacted to being filmed and shown the footage like the camera was stealing their souls. Except, I *like* the idea instead of being horrified by it. Unfortunately as untrue for AIs as for film cameras.
Biases are just emulated patternscwith political significance. Picking up on my word frequencies is the same mechanism but classified as “function” in emulating me.
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Disagree. Bias is consistently taking an action that's unrelated to output. Race doesn't correlate with job performance (controlling for sociodemographics). But people still hire on race because the human brain is deeply tribal.https://www.nber.org/papers/w9873
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Models picking up on your language pattern is just models getting conditional probabilities right. But your language pattern is related to output, so that's fine. Bias and politics are joined through human tribalism but bias is an apolitical concept.
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