Can we be a little more thoughtful this time and avoid the boom and bust cycle that so often leads to problems?

You would think that since it already happened with neural networks before it would be less likely to happen again. However it may be that the same factors that lead to the last cycle are still in operation and it is actually more like to happen again. Something like the reasons for the seemingly endless series of real estate bubbles.