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Frontier Intelligence

Your Living
Magna Carta

Building intelligence systems that advance science, protect life, and expand what's possible for civilization.

Explore ArcOneRead our research

Three models. One architecture. Built for what comes next.

Reasoning

ArcOne

The answer was in a paper nobody connected to the question.

What if the answer requires reading every field at once? ArcOne doesn't search for answers — it reasons toward them. It reads across disciplines simultaneously, finds structural similarities between problems that appear unrelated, and generates hypotheses that have already led to novel discoveries. Most systems go deeper into a single domain. ArcOne goes wider — because the breakthrough was never in one paper. It was in the connection between two papers that nobody thought belonged together.

HLE41%
SWE-bench76%
FrontierMath43%
Terminal-Bench73%
Decision Intelligence

Oracle

One question. A million variables. One answer.

What if the hardest decisions aren't hard because of uncertainty — but because of volume? Oracle was built for the moment when everything is at stake and the information won't fit in a human head. It ingests the entire context — every document, every signal, every contradiction — and delivers a binary answer with calibrated confidence. Not a summary. Not a recommendation. A decision. Yes or no. Go or stop. Approve or deny. The kind of clarity that changes outcomes when the stakes are absolute.

HLE34%
SWE-bench71%
FrontierMath36%
Terminal-Bench68%
Embodiment

Object

It picked up something it had never seen, on the first try.

What if a machine could learn physics the way we did — by touching things? Object doesn't follow instructions — it builds understanding. It constructs spatial models in real time by interacting with the world and revising its beliefs. It doesn't need CAD files or pre-mapped environments. Drop it in a room it's never seen, and it will build a theory of that room — the way you once built a theory of gravity, by reaching for something and watching it fall.

HLE26%
SWE-bench78%
FrontierMath31%
Terminal-Bench81%
Our Journey

From first principles
to frontier systems

2024
Founded
Six researchers. One conviction.
2024
First Paper
Alignment at scale — published.
2025
ArcOne v1
Flagship reasoning model ships.
2025
Oracle Beta
Multimodal perception unlocked.
2025
Series A
Backed to build what matters.
2026
ArcOne Family
Three models. One architecture.
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

We didn't set out to build artificial intelligence.
We set out to understand the nature of understanding itself.

Webbeon Research
Careers

Discover the
Intelligence Era

The problems worth solving don't come with instructions. We're looking for researchers, engineers, and builders ready to define what comes next.

View open roles
Our Commitment

Safety isn't a feature.
It's the foundation.

Every system we build carries the weight of its consequences. We don't ship what we can't verify.

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.
→
02
Medicine
Accelerating drug discovery, diagnostics, and personalized treatment.
→
03
Quantum
Quantum-enhanced computation and error correction at scale.
→
04
Biophysics
Protein folding, molecular simulation, and computational biology.
→
05
Robotics
Embodied intelligence, dexterous manipulation, and autonomous systems.
→
06
Silicon
Custom silicon architectures optimized for next-generation inference.
→