HiOS Research

Ideas you can read.
Experiments you can try.

Explore our work on dependable device agents and learning systems. Read the papers, run the demos and inspect the evidence.

29 October 2026 · Learning experiments

GFly: Reproducible Browser Experiments with Learning in a Fly Connectome

A learning lab you can run in your browser. Compare training conditions, inspect the measured results and continue an experiment from a saved checkpoint.

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25 October 2026 · Device agents

HiOS: A Device-Specific Agent Framework for Intent Graph Execution

How can an agent turn a request into actions it can check? This work explores device-specific execution, shared rules and a 27-scenario inventory.

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About the author

Jiahe Tian’s research includes HiOS, GFly, a Cornell master’s thesis on autonomous driving, and work on computer vision.

View the full bibliography · Google Scholar

Research from HiOS Labs Inc. Each project includes its evidence, methods and limitations.