RESEARCH ENGAGEMENTS / COLLABORATIONS

Work with us.

Bring us a difficult question.
Let’s build the evidence to answer it.

Independent thinking.
Practical investigation.

We work with researchers, developers, and safety organizations to understand increasingly capable AI systems. Engagements connect rigorous evaluation with hands-on adversarial expertise.

01

Research collaborations

A shared question. A rigorous investigation.

Joint studies, evaluation methods, and original research on agent behavior and embodied intelligence. We are interested in work that makes uncertain capabilities and failure modes observable.

  • Joint experimental design
  • Benchmark and methodology development
  • Technical research and publication
02

Capability evaluations

Find out what the system can really do.

Task-driven evaluations of autonomous cyber capabilities, operational judgment, and embodied reasoning. We help distinguish promising demonstrations from dependable behavior.

  • Cyber capability assessment
  • Agent tradecraft and boundary testing
  • Embodied reasoning evaluation
03

Applied defensive research

Turn a failure mode into an engineering question.

Adversarial investigation of the trust boundaries around intelligent systems, with a focus on practical controls and evidence that those controls hold.

  • AI and agent threat modeling
  • Prompt injection and tool-boundary research
  • Robotics security and safety architecture

HOW WE WORK

Question. Experiment.
Understand.

01 / FRAME

Define the uncertainty.

Agree on the system, threat model, scope, and evidence that would answer the question.

02 / INVESTIGATE

Test the assumption.

Design controlled experiments and inspect behavior with an operator’s attention to detail.

03 / EXPLAIN

Make the result useful.

Document observations, limitations, and implications for research and engineering.

THE NEXT QUESTION

Bring us the
unexpected question.

Work with us