Our Commitment
Safety isn't a feature.
It's the foundation.
Every system we build carries the weight of its consequences. We don't treat safety as an afterthought, a checkbox, or a press release. It's the structural constraint that shapes everything we do.
99.7%
Behavioral Compliance
0
Post-Deploy Violations
70B
Params Verified
4
Verification Methods
3
External Audits
100%
Results Published
“A world where every deployed AI system comes with mathematical guarantees about its behavior — not promises, but proofs.”
Principles
The constraints we operate within
01
Safety Before Capability
We do not ship systems whose behavior we cannot characterize. Capability without verification is liability.
02
Transparency Before Convenience
We publish our methods, our limitations, and our failures. The field advances through honesty, not marketing.
03
Verification Before Deployment
Every model passes formal verification gates. Mathematical proofs, not promises.
04
Accountability Without Exception
When our systems cause harm, we own it. No disclaimers, no deflection. We fix it and we say so publicly.
Safety Timeline
How we got here
2024 Q2
Safety Charter
Published founding safety principles — the constraints we operate within.
2024 Q3
Red Team Program
Launched four-layer adversarial testing: automated, human, model-assisted, external.
2024 Q4
Formal Verification v1
First successful verification of safety properties at 10B parameter scale.
2025 Q1
Responsible Scaling Policy
Published capability-tiered deployment gates with mandatory evaluation.
2025 Q2
Verification at 70B
Extended formal verification to full ArcOne scale — 99.7% behavioral compliance.
2025 Q3
External Audit
Third-party safety audit by independent researchers. Results published in full.
2025 Q4
Alignment Research
Published alignment methods that scale with capability — not against it.
2026 Q1
Zero Post-Deploy Violations
Full year of deployment with zero safety violations across all production systems.
Our Promise
We will not ship
what we cannot verify.
This is not a marketing position. It is an engineering constraint, a research commitment, and a cultural value. When we are uncertain, we stop. When we are wrong, we say so. When the cost of safety is speed, we pay it.
Explore our safety research →Publications
Safety research
2026-03-15
Formal Verification at Scale: Proving Alignment Before Deployment
How mathematical guarantees can replace trust when deploying frontier intelligence systems.
2026-02-28
The Red Team Diaries: Breaking Our Own Models
Inside Webbeon's adversarial testing program — how we stress-test frontier systems before they ship.
2026-02-10
Responsible Scaling: When to Ship and When to Stop
A framework for making deployment decisions when capability outpaces understanding.