Universal AI Operating Systems
Two classes of intelligence.
One standard.
Intelligence systems that redefine what is possible.
Two classes. Built for problems that couldn’t wait.
Intelligence Operating System
Oracle Class
It reads everything. Then it decides.
Oracle Class is the reasoning and decision layer for civilization-scale problems. Variant R synthesizes across disciplines to find what no one field could see alone. Variant D takes that understanding and delivers a verdict — yes or no, go or stop — with mathematical confidence. One system. Two modes. The mind.
Reasoning
4.2 cross-domain reasoning hops
340/hr novel candidates generated
12k papers integrated simultaneously
97.3% formal proof coverage
Decision
4.2M tokens processed per decision
99.1% on high-stakes binary tasks
0.8% confidence matches reality
1.4s from full context to verdict
Oracle Class thinks. Object Class acts. One standard.
Embodiment Operating System
Object Class
It picked up something it had never seen, on the first try.
Object Class is the physical intelligence layer. It builds understanding through interaction — constructing spatial models in real time, learning physics by touching, navigating spaces no map describes. Where Oracle Class thinks and decides, Object Class acts. The body.
Embodiment
89% novel object success rate
14ms planning latency
zero-map no prior data required
0.02N manipulation resolution
Our Journey
From first principles
to frontier systems
2024
Founded
Six researchers. One conviction.
2024
First Paper
Alignment at scale — published.
2025
Oracle Class R
Flagship reasoning system ships.
2025
Oracle Class D
Decision intelligence unlocked.
2025
Series A
Backed to build what matters.
2026
Two Classes
Oracle Class. Object Class. One standard.
Collaborators & Partners
Finding the root causes
of our problems
Working alongside the institutions and minds committed to solving what matters most.
Research
MIT CSAIL
Research
Stanford HAI
Industry
DeepMind
Science
CERN
Research
Max Planck
Research
Caltech
The measure of intelligence is not what it produces —
Webbeon Research
but what it makes possible.
Careers
The people who work here don’t talk about what they’re building.
They publish it.
The problems worth solving don’t come with press releases. We’re looking for researchers, engineers, and builders who’d rather be right than fast.
View open rolesOur Commitment
Safety isn't a feature.
It's the foundation.
When your operating system decides whether a patient is admitted or a billion-dollar trade executes, ‘mostly works’ isn’t a category. We verify with mathematical proof.
Formal Verification
Mathematical proofs of model behavior before deployment — not after.
Alignment Research
Ensuring capability and intention stay coupled as systems scale.
Red-Teaming
Adversarial stress-testing by dedicated teams who try to break what we build.
Responsible Deployment
Staged rollouts, monitoring, and the willingness to pull back.
Six Frontiers — One Mission
Research at
the boundaries
Where physics meets computation. Where biology meets machines. Where safety meets capability.
01
AI Safety
Formal verification, alignment, and responsible deployment of frontier systems.
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02
Medicine
Accelerating drug discovery, diagnostics, and personalized treatment.
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03
Quantum
Quantum-enhanced computation and error correction at scale.
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04
Biophysics
Protein folding, molecular simulation, and computational biology.
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05
Robotics
Embodied intelligence, dexterous manipulation, and autonomous systems.
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06
Silicon
Custom silicon architectures optimized for next-generation inference.
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