The seemingly whimsical 'interesting number paradox' – which humorously argues every natural number must be interesting by its very definition – reveals profound connections to the limits of computation, formal systems, and information theory. This mathematical curiosity, involving self-reference and minimal descriptions, resonates deeply with Gödel's incompleteness and algorithmic information theory, challenging how we define and compute 'interestingness' in formal systems.