Jeff Bezos emphasizes the importance of speed in decision making, distinguishing between irreversible, highly consequential decisions (one way doors) that require careful analysis, and reversible decisions (two way doors) that can be made quickly. He highlights the need for organizations to differentiate between the two and avoid using heavyweight processes for all decisions, as it hinders efficiency.