Anti-AI protesters in London distributed flyers mocking the disconnect between AI promises and actual revenue. This critique mirrors the "underpants gnomes" logic where a leap from hype to profit is assumed without a clear plan. MIT Technology Review argues that many enterprises lack a concrete strategy. Practitioners must prioritize measurable ROI over speculative capabilities.