AI removed the cost structure that made length a legitimate quality signal. When producing words gets cheap, volume stops carrying information about effort. What stays expensive is compression — reducing 2,000 words of thinking into 200 still requires front-loading judgment rather than output. Readers can't count your hours, but they can test whether the claim is load-bearing.