Unfolding Labs

We study how
intelligence unfolds.

Independent research on how AI agents reason, learn and adapt in diverse environments.

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Current research

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Research note

DriftLab: measuring agent adaptation in non-stationary environments

A testbed for studying how agents notice, recover from, and retain changes in the worlds they work in.

Latest notes

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September 2026

Field note

Agents change, so does the world

Most agent evaluations assume the world will wait for the agent. This note asks what changes when the environment moves while an agent is still learning how it works.

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