The discussion centers on the conditions under which the mathematical statement "1 + 1 = 2" could be considered false. It is established that mathematical truths remain valid unless the symbols involved are reinterpreted in a non-standard way. Examples are provided to illustrate how different contexts, like measuring water droplets or mixing gases, can lead to different interpretations of the equation. Despite these variations, the consensus is that within standard mathematical interpretations, "1 + 1 = 2" is always true. The conversation also touches on the philosophical implications of truth in mathematics versus the finite nature of the universe, suggesting that these concepts are distinct and not directly comparable.