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We're building AI that can run a megaproject: remembering everything, planning over months, and coordinating across teams.We're building AI that can run a megaproject: remembering everything, planning over months, and coordinating across teams.

June 2026

Horizon: Our Agent Learning Benchmark

Today, we're releasing a preview of Horizon, our benchmark that measures an agent's ability to acquire learnings from a long history and apply them to a task.

October 2025

Building Long-Horizon Agents

We present a method for building long-horizon agents that work continuously over time, schedule their own activities, and create workflows dynamically. Unlike traditional agents that only respond to user input, long-horizon agents actively pursue goals without constant prompting.

November 2025

Designing Conversationality in Voice Agents

We explore how to build proactive voice agents that work independently of user input. By flipping the traditional voice pipeline, we create agents that can speak first, handle interruptions, and maintain natural conversation flow.

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Scale operations with safe, autonomous agents that run physical build-outs.

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Horizon benchmarkBuilding long-horizon agentsVoice agent conversationality

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