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Cloud Computers for AI Agents in 2026: A Practical Comparison

An AI agent that only talks is cheap to host. The moment it needs to install packages, run tests, start a server, or leave a job running overnight, it needs a computer of its own.

  • Seven providers offer cloud computers for AI agents as of September 26, 2026.
  • Isolation methods include KVM virtual machines, Firecracker microVMs, gVisor, and Linux containers.

Merging LLMs and economics research

We introduce an open-source workflow that enables an LLM to reproduce, improve, and extend an economics article using the article’s published replication package.

  • LLMs replicate, enhance, and broaden economics articles
  • Workflow identifies discrepancies with published results
  • Optimizes calculations, develops novel extensions

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