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What are you even referring to? In which of the tasks that ML is currently applied to do they lack "imagination"? GPT-2 generators have plenty of imagination in
by Erlich_Bachman 7y ago
What are you even referring to? In which of the tasks that ML is currently applied to do they lack "imagination"? GPT-2 generators have plenty of imagination in generating new phrases and meanings... Alphastar has plenty of imagination of making new moves in SCII that even human players haven't come up with yet... Etc..
- s_Hogg 7y agoThey're designed to appear that way, it doesn't mean they actually are imagining anything. We need to be very careful about accidental anthropomorphism when it comes to models 0 seeing an analogy between the output in front of you and the human mind can blind us to the reality of what's going on. Which is often more prosaic, even if complicated.
- Erlich_Bachman 7y agoThat sounds like you are operating on your own definition which you can apply and shift however you want. This is not what objective science is about. How do you know real humans are not displaying "accidental anthropomorphism"?