Explore the infrastructure challenges and solutions needed as AI agents evolve from experimental tools to practical workplace collaborators in this 20-minute conference talk. Learn about the critical infrastructure requirements for reinforcement learning training, test-time scaling, and deployment in the age of advanced AI systems. Discover Morph Labs' Infinibranch technology and get insights into upcoming developments in cloud infrastructure designed to support agentic reasoning models. Gain perspective from Jesse Han, Founder and CEO of Morph Labs, who brings experience as a former OpenAI research scientist working on test-time compute scaling, GPT-4, and reasoning systems, as he discusses building infrastructure for what he calls "the singularity" - the transition point where AI becomes truly transformative in practical applications.