BEP Research · visualizations
See the system.
Follow the connections.
A closer look at the infrastructure behind AI.
Explore the hardware, follow the data, and inspect the workflows. Our public visual guides connect the parts to the system around them.
01 · Hardware & physical infrastructure
From the chip
to the building.
Start with a BEP visual journey through the physical stack, then explore an interactive Vera Rubin model. Rotate the compute tray, separate its components, and follow the CPU, memory, and GPU connections.
Interactive model adapted by BEP with permission from Ben Dicken · source project ↗. Dimensions and layout approximate public imagery; this is an educational model, not an engineering specification or performance simulation.
02 · Optical networks & OCS
Follow the data
beyond the rack.
Lasers carry the bits. Tiny mirrors switch optical paths. Our narrated film follows the journey from a compute tray through the data center and out to other sites.
Then use Zero-Flap to explore why unstable links matter when a training cluster needs to move together.
OCS means optical circuit switching. The film’s routing and facility scenes are illustrative. Zero-Flap uses simplified assumptions that you can inspect in the tool.
03 · Agent infrastructure
Who owns
the workflow?
A model is one part of an AI system. Data, tools, routing, and the workflow around it determine how that system is used—and how easily it can change.
The Control Plane compares two approaches to model access. Explore where switching decisions sit and who controls the workflow.
An illustrative workflow
A task, a process, a decision
Workflow, data, tools, routing
Explore who controls the switch ↗
More systems to explore
Beyond the data center.
Design → make → test → learn
AI biolab
Follow the experimental loop from molecular design to synthesis, measurement, and learning.
Perception → compute → movement
Humanoid robotics
Explore the suppliers behind perception, actuators, precision joints, and dexterous hands.
Payload → spacecraft → ground
Space & satellites
Connect orbital hardware and communications to launch and the ground segment.
These educational visuals make systems and assumptions easier to inspect. Vendor specifications and measured performance require their own evidence.
Follow the visual explanation into the research.
Explore our public research ↗More videos & interviews ↗