What metric would you use to capture the trajectory of AI progress over the last 50 years? And would such a metric be able to bridge the transition from GOFAI to deep learning?
My preferred algorithmic metric would be compute required to reach a certain performance level. This doesn’t really work for hand-crafted expert systems. However, I don’t think those are very informative of future AI trajectories.
What metric would you use to capture the trajectory of AI progress over the last 50 years? And would such a metric be able to bridge the transition from GOFAI to deep learning?
My preferred algorithmic metric would be compute required to reach a certain performance level. This doesn’t really work for hand-crafted expert systems. However, I don’t think those are very informative of future AI trajectories.