Irrational exuberance or legit joy?

The New York Times has published a piece commenting on the flood of recent oil field discoveries, far exceeding the pace in this decade. Much as this is cause for joy, new oil finds are deeper, costlier, and more difficult to process. Finally, we ought to have a few more data points before calling a curve.