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Talia Ringer: Formal Verification and Deep Learning
The Gradient: Perspectives on AI
The Consequences of Deep Learning Deep Learning
There does seem to be this I don't know if it's really the baby people certainly have different opinions about um how much we should care about the internals of what is what is going on in these ML systems. In a lot of ways I mean this is not a categorical thing it seems circumstance dependent you hear certain people in the medical community for instance say things like if this deep learning deep learning algorithm is not super interpretable but I am guaranteed that it will provide good patient outcomes then how much do I really care? But at the same time with the emergence of systems that are trained with reinforcement learning from human feedback people like Ian Hogarth kind of pointed out in his recent article
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