No free lunch theorm

• No-free-lunch-theorem, so focus on finding the right problem

• don’t spend time incrementally improving the algorithm — 35 years life lesson of an ML researcher

Reference: Does-every-paper-in-machine-learning-introduce-a-new-algorithm - Sridhar-Mahadevan (Adobe Research)