Evaluate a model.
Model + application teamsExplore bounded memory for long-running agents, reasoning workflows or multimodal tasks. Bring a representative workload and the conditions that matter to your users.
Discuss an evaluationCompany / Rock MatrixBuild intelligence
Build intelligence
that keeps going.
We explore a different foundation for useful AI: compact models with persistent understanding, predictable memory, and a path toward specialized machines.
01 / Our perspective
The next chapter of AI will be shaped by what a model can carry forward. Understanding that persists. Computation that fits. Intelligence that stays close to the work.
Models. Memory. Machines.
Rock Matrix connects model research with the systems that make it useful. World-State is the common thread: an evolving representation of experience inside a fixed-capacity history state.
EdgeRock is our first open model. DiffusionRock and SiliconRock extend the research toward parallel generation and model-to-silicon co-design.
02 / Work with usA concrete question
01 02 03
A concrete question
is a good beginning.
We welcome technical partners who want to understand a workload deeply and build something useful around it.
Shape a runtime.
Device + systems teamsStudy the path from an open checkpoint to a real deployment constraint: memory, latency, concurrency or a specific hardware platform.
Discuss deploymentExplore the machine.
Architecture + hardware researchInvestigate fixed-state execution, memory organization and specialized model computation. Connect model requirements with hardware design questions.
Discuss hardware research03 / Join the conversationCareers / Expressions of interestGood questions.
Events / In planningOpen a paper.
Good questions.
Hands-on builders.
Explore research and engineering directions across model memory, training, inference systems and hardware architecture.
Explore future rolesOpen a paper.
Build a conversation.
Research sessions, practical developer labs and architecture roundtables. Help shape the conversations we host next.
Explore planned events04 / ContactLet’s start
Let’s start
with the work.
Tell us what you are building, which constraint matters, and where you would like to explore together.
General enquiries
Partnerships, recruiting and events.
Research + technical collaboration
Model evaluation, systems and research conversations.
Licensing + commercial use
Questions about model terms and commercial licensing.
Code + runtime issues
Reproducible technical issues for the open-source runtime.
Email links open your mail app. For public technical issues, include a small reproduction and the runtime revision.