Join the global movement to build trustworthy, transparent, and verifiable AI through open standards, tools, and collaboration.
Our mission is to verify the integrity, trustworthiness, and accountability of AI systems to ensure their responsible and transparent adoption across industries.
We believe AI can only reach its full potential if it is trustworthy, transparent, verifable, and accountable. That’s why we’re building the infrastructure and community needed to ensure AI systems work for both organizations and individuals.
But we can’t do this alone, that’s why the AI Verification Initiative and your role in the community is so important.
The Just Verify Think Tank is more than a group of experts, it’s a global movement of builders, researchers, policymakers, technologists, founders, leaders, professionals, creatives, advocates, and everyday citizens who care about the future of AI. Together, we co-develop standards, insights, and tools that ensure AI systems are trustworthy, transparent, and accountable. Through collaboration and real-world impact, we’re unlocking AI’s full potential to serve everyone.
Collaborate with a diverse network of contributors to co-develop ethical standards and frameworks that guide responsible AI deployment across industries.
Access cutting-edge insights, research, and real-world case studies from a global community working to enhance AI safety, integrity, and transparency.
Be part of defining how AI is governed, contributing to the tools, policies, and infrastructure that will establish AI’s long-term impact on society.
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.
At Just Verify, we believe AI must meet the highest bar for integrity.
That’s why our work is built around these eight core standards that define trustworthy AI.
AI systems must be reliable and accountable, ensuring individuals and organizations can trust how they behave, make decisions, and align with shared values.
Outputs should be accurate, verifiable, and free from manipulation or hallucination, upholding integrity in AI-generated content and decisions.
Content and interactions must have verifiable origin and legitimacy, ensuring what’s shown is real, credible, and trustworthy for all users.
Systems and decisions should be understandable and explainable, allowing users and organizations to trace how outcomes are produced.
Clear responsibility must be assigned to creators, deployers, and operators, ensuring systems are monitored and held to ethical oversight.
AI must protect people, data, and institutions, minimizing harm, safeguarding privacy, and preventing unintended consequences.
AI should reflect fairness, inclusion, and human rights, aligning outputs and actions with broader social and cultural values.
Verification must center human values and public good, ensuring AI respects, empowers, and benefits all communities.
AI is evolving fast, but who’s ensuring it serves humanity? We’re calling on visionaries, builders, and believers in trust, transparency, and ethics to step forward. Join the movement to define how AI is verified, trusted, and aligned with our values.
This isn’t just a conversation. It’s a global shift and we need leaders like you to guide it.
Join Us. Be Part of the Solution.
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.