Autopilot is distinct from full self driving - I was talking about driver assist.
'Solved' is doing a lot of work here and is an unnecessary threshold I'm willing to concede. I think we would be more likely to agree that things went from unusably bad or impossible to usably good, but imperfect in a lot of consumer categories in the last five years due to ML and deep learning approaches.
The more clearly 'solved' cases of previously open problems (Go, protein folding, facial recognition, etc.) are mostly not in the consumer space.
As far as the gpt-3 bit I encourage others to read that excerpt, they explicitly state they excluded the problems they asked from the test data so it's not memorization. The types of failures it makes are failures like failing to carry the one, it certainly seems like it's deducing the rules. It'll be interesting to see what happens in gpt-4 as they continue to scale it up.
'Solved' is doing a lot of work here and is an unnecessary threshold I'm willing to concede. I think we would be more likely to agree that things went from unusably bad or impossible to usably good, but imperfect in a lot of consumer categories in the last five years due to ML and deep learning approaches.
The more clearly 'solved' cases of previously open problems (Go, protein folding, facial recognition, etc.) are mostly not in the consumer space.
As far as the gpt-3 bit I encourage others to read that excerpt, they explicitly state they excluded the problems they asked from the test data so it's not memorization. The types of failures it makes are failures like failing to carry the one, it certainly seems like it's deducing the rules. It'll be interesting to see what happens in gpt-4 as they continue to scale it up.