Join the global movement to make AI transparent, accountable, and verifiable, through open tools, standards, and collaboration.
At Just Verify, our mission is to verify the integrity and trustworthiness of AI systems to ensure their responsible adoption across industries.
We believe trust should be built in, not bolted on. That’s why we’re developing the Trust Layer, a foundation for responsible AI adoption that benefits organizations and society alike.
AI is changing how we work, communicate, and make decisions, but without trust, its potential turns into risk. The Trust Layer acts as a foundation of oversight and assurance, providing tools, protocols, and metrics to verify AI systems in real time.
Just Verify is building this critical infrastructure so that AI can operate with transparency, fairness, and safety at its core. Whether you're an enterprise, institute, government, policymaker, or developer, the Trust Layer empowers you to build responsibly.
We envision a world where every AI system and digital interaction is verifiable, trustworthy, and aligned with human values. In this future, AI empowers progress without compromising truth, authenticity, or accountability.
But that future won’t build itself. Without verification, AI can erode public trust, amplify bias, and operate without oversight. Just Verify exists to change that, by building open frameworks, tools, and protocols, alongside global collaboration, to ensure AI works for humanity, not against it.
The Just Verify Think Tank isn’t just a gathering of experts, it’s the engine behind the AI Trust Layer. Through collaboration with researchers, technologists, leaders, and advocates, we co-develop the standards, tools, and frameworks that power trustworthy AI systems. Every contribution supports real-world implementation of the Trust Layer, ensuring AI remains transparent, secure, and aligned with human values.
Collaborate on verification benchmarks and ethical frameworks that form the backbone of the AI Trust Layer, designed to guide responsible AI deployment across sectors.
Access in-depth research, field tests, and validation studies that continuously evolve the Trust Layer, ensuring AI systems are accountable, secure, and bias-aware.
Influence the policies and open protocols that govern trustworthy AI, laying the foundation for global standards and real-time verification across digital system
At Just Verify, we hold AI to the highest bar for integrity, built on 5 core standards that power the Trust Layer.
AI must behave in a dependable, fair, and responsible way, consistently aligned with human values.
AI decisions must be explainable and traceable, enabling scrutiny at every step of the process.
There must be clear responsibility for AI behavior, with oversight that reduces risks and enforces ethical use.
AI outputs must be distinguishable from real human content, ensuring they’re safe, original, and fit for use.
Every output and model must be independently testable, provable, and certifiable, not just trusted, but verified.
We’re bringing together forward-thinking individuals, organizations, and partners to build how AI is verified and trusted. Whether through collaboration, contribution, or community, there’s a place for you.
The Universal Verification Framework (UVF) Proposal V1.1 is a foundational whitepaper authored by Russell Bundy, the Founder of Just Verify. This initial version sets the groundwork for establishing ethical, transparent, and trustworthy standards in AI.
V1.1 represents a starting point in defining AI verification frameworks and standards. The Think Tank will collaborate to refine and evolve this framework, culminating in a full release (V2). Regular updates and new versions will be introduced to address advancements in AI and the latest industry challenges.