Difference between machine and robot?

The distinction between a machine and a robot was explored in the conversation between Andrew Huberman and Lex Fridman. A key point was that a machine becomes a robot when it can perceive the world and act within it. This means a robot has sensors to understand its environment and the capability to interact with it, unlike a simple machine which may only perform a specific function without this interactive capability 1.