A Tale of Three Bridges
Divide the problem into well-defined pieces
Make progress on each one
Build bridges to create a unified whole
In AI, as in many communities, we have the tendency to divide a problem into well-defined pieces, and make progress on each one.
But as we make progress, the problems tend to move away from each other.