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Infrastructure for the Singularity — Jesse Han, Morph
Takeaway
Future agentic infra needs sub-second VM snapshot/branch/replicate primitives so agents can fork environments faster than humans can deploy them.
Summary
- Morph's Jesse Han pitches Infinibranch: virtualization + storage + networking redesigned for agents that think at kHz/megatoken rates.
- Core demo: spin up, snapshot, branch, and replicate entire VMs in a fraction of a second so agents can explore many code-execution timelines in parallel.
- Frames the system philosophically — agents are 'lonely' at the speed of light and need infrastructure that can fork reality to match their speed.
- Targets coding agents, RL environments, and any workload where parallel exploration of system state is the bottleneck.
agentsinfrastructurevirtualization
Original description
We're at an inflection point where AI agents are transitioning from experimental tools to practical coworkers. This new world will demand new infrastructure for RL training, test-time scaling, and deployment. This is why Morph Labs developed Infinibranch last year, and we are excited to finally unveil what's next. About Jesse Han Jesse Han is the Founder and CEO of Morph Labs, a company building the infrastructure for the singularity. Morph is the creator of Infinibranch, a breakthrough in cloud technology that enables scaling train-time and test-time search for agentic reasoning models. Jesse began his career as a pure mathematician and research scientist at OpenAI working on test-time compute scaling, GPT-4, and reasoning. Recorded at the AI Engineer World's Fair in San Francisco. Stay up to date on our upcoming events and content by joining our newsletter here: https://www.ai.engineer/newsletter