A London anti-AI march flyer highlighted the disconnect between model capabilities and actual revenue. Many firms deploy generative AI without a clear path to monetization. This gap creates a bubble of inflated expectations. Practitioners must now shift focus from raw performance to sustainable business models to avoid the inevitable correction.