GPU prices surged nearly 50 percent as demand for AI agents outstrips available compute. Anthropic faces recurring outages while OpenAI ended access to Sora. This scarcity forces rationing across the industry. Developers must now optimize for efficiency or face escalating infrastructure costs and unstable service availability.