The concrete signal is cost trajectory: Anthropic’s IPO prospectus shows spending is surging, not flattening, as it scales its AI roadmap. For teams shipping on frontier models, treat provider economics as a product constraint—build for routing, caching, fallback models, and portability because pricing, rate limits, and availability will remain tied to compute burn.