01Intelligence division

Machines that reason and act.

We build artificial intelligence for the hardest environments on earth — where an agent has to be right, has to be fast, and has to be trusted. Agentic systems and frontier research, applied without compromise.

Capabilities
01
Agents

Agentic systems

Agents that plan, act, and adapt across long horizons — pursuing a goal, using tools, and knowing the edges of their own competence.

02
Reasoning

Judgment under pressure

Intelligence whose conclusions you can interrogate, not just accept — and that holds when the situation turns adversarial.

03
Perception

Machine perception

Sensing and interpretation across modalities and signal bands the human eye never reaches.

04
Alignment

Control & trust

Work on interpretability and control, so that capability and safety are made to advance together rather than apart.

05
Scale

Training substrate

The environment that trains and tests everything above — measured in outcomes, not slides.

06
Edge

Intelligence anywhere

Capability compressed to run where there is no cloud, no latency budget, and no second chance.

Active directions
AI-01Agents that pursue goals over long horizonsActive
AI-02Intelligence that improves itselfEarly
AI-03Judgment you can verifyOngoing
AI-04Many minds, one objectiveEmerging

Publication of results is decided case by case. Absence of a paper is not absence of a result.

Work on problems that matter, with people who deliver.