Can I get a more detailed explanation of the Weak Axiom of Profit Maximization?
You don't need more detail, you need less:

Suppose a firm could make production choice A, or production choice B.  Suppose the firm chooses A, and is maximizing profits.  Then, this implies that the firm is making as much or more profits as it would make if it had chosen B.