The document discusses the challenges of using numbers and data alone to make decisions, referencing Arrow's Impossibility Theorem and examples like the COMPAS algorithm. It notes that decisions often involve more than just data and measurements. The document advocates learning the domain of the problem, focusing on the decisions being made, and staying informed rather than relying solely on numbers and models.