RESEARCH ENGAGEMENTS / COLLABORATIONS
Work with us.
Bring us a difficult question.
Let’s build the evidence to answer it.
M78 / FIELD NOTES
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.
01Research 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
02Capability 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
03Applied 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 / FRAMEDefine the uncertainty.
Agree on the system, threat model, scope, and evidence that would answer the question.
02 / INVESTIGATETest the assumption.
Design controlled experiments and inspect behavior with an operator’s attention to detail.
03 / EXPLAINMake the result useful.
Document observations, limitations, and implications for research and engineering.