Google’s new Gemini rates, Kimi K3’s open-model shock, and the AI-driven memory crunch all point to the same shift: AI products are being priced, constrained, and judged by the cost of the work they actually perform. For product builders, the old promise of unlimited intelligence in a neat monthly plan is giving way to a more uncomfortable reality where capability, supply chains, and user experience are all governed by scarce compute.