Arc explores frontier questions with researchers, labs, and partners as a peer — one-to-one, equal. The aim is not a paper alone but substrate, method, benchmark, and prototype: research that enters Arc's research-and-engineering loop.
THE RELATIONSHIP
A peer at the frontier.
Unlike the rest of Field Practice, this is not a house working a client's problem — it is two parties exploring one. Arc brings substrate, engineering, and judgement; the partner brings the question, the domain, and its own depth. What forms along the way is held by the work, not delivered down a chain.
The standing condition: Arc does not do nominal collaboration, and not pure academic spinning. A collaboration earns its place when it produces something that survives the exploration — a substrate, a method, a benchmark, a prototype, a field insight — and feeds back into the research that made it possible.
WHERE ARC EXPLORES
- Frontier AI systems
- Agentic retrieval
- Evaluation & failure diagnosis
- AI governance
- Human motion & pose intelligence
- Document intelligence
WHAT IT PRODUCES
- Research notes
- Papers & white papers
- Prototypes
- Datasets & evaluations
- Technical reports
- Patentable primitives
For university labs, research groups, doctoral and faculty researchers, industry research teams, and public-sector or policy research — anyone holding a frontier question that wants engineering depth, not only co-authorship. The work connects to Arc's research, portfolio, and patents.
ENQUIRE
Bring the question.
Write to us with the problem you are exploring and what you are hoping to find. Research partnerships are selective and alignment-led.