Tuesday, January 10, 2023

We need to rethink the idea that deep learning models are "opaque."

At this point I believe that idea serves intellectual ideologies more than a search for understanding, much less useful technology.
Strange, yes. Opaque, less and less so. Do we understand how the models work, in depth and detail? No. But we ARE making progress at understanding them and we would make more progress if so many didn’t insist that they are opaque.

No comments:

Post a Comment