A London anti-AI march flyer highlighted the disconnect between technical capability and actual revenue. Many firms deploy generative AI without a clear path to monetization. This gap creates a bubble of inflated expectations. Practitioners must shift focus from experimental prototypes to sustainable business models to avoid inevitable budget cuts.