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This is somewhat inline with the concept of the AI Bias Paradox. Many perceive that machine has the potential for unbiased reasoning; however, it can never be b
by 13years 4y ago
This is somewhat inline with the concept of the AI Bias Paradox. Many perceive that machine has the potential for unbiased reasoning; however, it can never be better than our own as we only have biased observers to the system.
I've written on this topic further here FYI - https://dakara.substack.com/p/ai-the-bias-paradox https://dakara.substack.com/p/ai-the-bias-paradox
- potatoman22 4y agoYour statement isn't true, there are a few scenarios where ML can reduce bias. If the human using the ML system is more biased than the average training sample, then the ML system's predictions could reduce their bias. There's also a phenomenon called bias reversal, where the ML system will be biased in the opposite direction of the humans generating the dataset. This occurs when the datasets is built through a non-random biased sampling methodology, e.g. racist police officers checking for illegal items. I'm not going to go into the full details, but here's a paper on it https://arxiv.org/abs/1909.08518 https://arxiv.org/abs/1909.08518
- 13years 4y agoThat is not a refutation of my argument. Did you read the article in full context?