The AI market is moving faster than the metrics can keep up with, leading many to falsely claim that winners like Cursor are already facing obsolescence. Success in this era requires abandoning rigid valuation rules to embrace the 'art' of the outlier, identifying founders who can build durable value beyond the initial hype cycle. While the public markets face a 'casino-ization' that punishes even the strongest players, the real alpha is found in those who can navigate the marginal ease of growth and maintain conviction when the noise is loudest.