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Use machine learning to help compute decisions #210

Open ck2qsuZT opened 7 years ago

ck2qsuZT commented 7 years ago

could this be applied to this?

https://www.youtube.com/watch?v=TnUYcTuZJpM

I wonder if people would let robots vote for them

mitar commented 7 years ago

For that we would first need more data. Much much more. But yes, that could also be an interesting approach. One downside is that people probably want to know how the decision was being computed, and machine learning is often a black box and hard to explain.

ck2qsuZT commented 7 years ago

Alot of people don't mind black box magic, as long an they can ask questions

On May 4, 2017 8:46 AM, "Mitar" notifications@github.com wrote:

For that we would first need more data. Much much more. But yes, that could also be an interesting approach. One downside is that people probably want to know how the decision was being computed, and machine learning is often a black box and hard to explain.

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mkanwal commented 7 years ago

Would not recommend. There are a number of issues with applying current state-of-the-art machine learning methods in situations that involve careful ethical/moral decisions. e.g., see the intro in the talk posted in #30.

Read this fantastic article.

(In fact, one of the biggest issues, which you hinted at, is that many methods are too black-box and nobody really knows what's going on.)

mitar commented 7 years ago

So yes, this is like far future idea. And even more research-based than others. But yes, one reason why we are asking to collect data from users is to be able to look into if something like this is possible. But this is for me more a 10 year plan if at all. (Still not sure from other implications as both @mkanwal and I commented.)