Episode summary: Job specs aren't contracts — they're wish lists. We break down the stunning data on the gap between what recruiters want and what candidates think they need. Harvard Business Review found women apply only at 100% match while men apply at 60%. Greenhouse reports 68% of recruiters accept 70% matches, but only 22% of candidates believe it. Learn why the conscientious self-select out, how requirements inflation has doubled since 2019, and why honest framing beats exaggeration every time. Show Notes The job hunt has a hidden math problem. Harvard Business Review documented the gender application gap: women apply only when they meet 100% of listed requirements, while men apply at 60%. The result? Applicant pools skew male not because of qualifications, but because qualified women self-select out. Greenhouse found 68% of recruiters will consider a candidate meeting 70% of requirements — yet only 22% of candidates believe that's true. That 46-point perception gap is where opportunities disappear. Requirements inflation is real. The Burning Glass Institute tracked entry-level job requirements growing from 4.2 in 2019 to 7.8 in 2026. Many specs are Frankenstein documents — copied from competitors, assembled by HR who don't understand the role, padded with nice-to-haves. Indeed found 83% of software engineer postings listed five-plus years of React, but only 12% required it daily. The spec is a wish list, not a contract. The data shows honest but optimistic framing works. A Journal of Applied Psychology study found exaggerators were four times more likely to be fired within 90 days, while those who acknowledged gaps but presented experience positively had no negative outcomes. Meanwhile, an Applied experiment that stripped all requirements from postings saw applications triple and hired candidate quality improve 22%. The spec itself was a net negative for finding good people. Listen online: https://myweirdprompts.com/episode/job-spec-gap-apply