Anti-AI protesters in London recently distributed flyers mocking the industry's flawed logic. Many companies assume that deploying LLMs automatically generates revenue without a concrete business plan. This disconnect creates a profit gap. MIT Technology Review warns that failing to bridge this operational void leaves AI investments as expensive experiments rather than scalable products.