| > if you're saying i'm a racist I wasn't, sorry if that's what you interpreted. > The status quo however should be changed by people,not people with machines I'm not sure I understand what this means. People/companies own machines (and ML models) and use them. So shouldn't we make sure that the machines' decisions align with what people/companies _want_ them to do? (i.e. that the people's ethics align with the ML model's ethical consequences; I'm 100% sure that people who deploy "racist models" don't do it on purpose or out of malice) > You can't call something ethical just because you think it should be; it must be argued out On one hand this sounds like a strawman. No one thinks that something is ethical because someone randomly declared it so. On the other hand... ethics are a human construct, and will continue to evolve as our culture evolves over decades and centuries. Shouldn't we construct ML models which are flexible in that they can align themselves with the ethics we collectively decide? We don't know how to do that yet! > Using AI to shut out some more of that argument will only create a universal standard, not necessarily the correct one. You seem to be under the impression that the fields of AI ethics is dedicated to brainwashing people into some particular unpopular moral philosophy. This is simply untrue. Within the field of AI ethics there is a lot of diversity of thought and disagreement on how human morals should be "encoded" so that AI can "align" with these morals. And I'm using the plural of morals because obviously there will never be a humanity-wide consensus on ethics, and if AI is to be deployed in the world it needs to reflect this diversity. Here's an example of AI people disagreeing if you don't believe me: https://jacobbuckman.com/2021-02-15-fair-ml-tools-require-pr... |
Codifying ethics perpetuates falsehood. Every single generation in history believed that the "had it" only to be denigrated as hopelessly misguided by the next generation. We are making the same mistake, only less people are killed right now, so it looks like we are more successful. Remember the Pacifism of the inter-war years? it bred fascism. The pendulum swings.
AI ethics cannot hope to remain in style for long, while they will almost certainly exist for far too long. Accepted standards of 2 years ago, are already out of date.
I'm lost for a solution.
I do think that the less AI is claimed to be ethical, the less it will be trusted, which is the best cure i can think of. Honesty is the basis of the whole of scientific inquiry, and is probably scarcer in google's ethics research department than anywhere else in the building. (programs don't run if the math's wrong, economics as well)