AI Portals and the Penalty Box Problem

76-42-D AI Portals and the Penalty Box Problem The Rise of the Cognitive Stadium A profound architectural shift is underway in AI. Companies like: • Anthropic, • Google, • Amazon Web Services, • NVIDIA, • OpenAI, are increasingly becoming: cognitive execution platforms. Not merely: • software vendors, • model providers, • or cloud services. But portals through which millions of autonomous cognitive processes may execute simultaneously. This changes the physics of the system.