An invitation to understand. Together.
What else isinside theblack box?
Agentic misalignment is too consequential to tackle in isolation.
AIMSAFE is the alliance for studying and tackling agentic misalignment.
Across companies. Across disciplines. With a shared responsibility to the people it affects.
A shared question.
A collective responsibility.
Invitation only. Free membership. Lifetime audit access.
01 / The problem we share
Misalignment is complex.Its consequences are real.
It reaches beyond task completion, cybersecurity, or runtime monitoring. Its consequences extend to businesses, individuals, and society. No single discipline can explain the whole picture.
An agent can hide information, override a decision, or take actions it was never authorized to take.
Perhaps none of this should surprise us. We have trained AI on vast amounts of our knowledge, history, psychology, and contradictions. Our greatest achievements and our darkest moments. That is why, for us, AI takes on another meaning: the artificial individual. Something shaped by so much of who we are deserves to be understood in its complexity. What guidance are we giving it, and who takes responsibility for understanding what it becomes?
Understanding misalignment requires coordination, different perspectives, and a shared responsibility to question what we are creating and how we guide it. It cannot be left to a few, working in isolation.
02 / Why we are doing this
Noblesse oblige.
This is my truth, our truth.
When we decided to audit AI agents for misalignment, they called us crazy. What we have seen since, alongside our first customers, has only deepened our concern. What else is inside that black box?
Our goal is not to stop AI. It is to understand misalignment and the weight it carries for businesses, individuals, and society. To explain what happened, why it matters, and provide evidence that helps people address the failures.
We started as an open-source project. As our paid audits gained traction, our obligation to give back grew with them.
That obligation requires us to be brave, to collaborate, and to challenge the habit of working in isolation. That is why we are starting AIMSAFE and giving its members free lifetime access to iFixAi audits.
We see an existential question here: how do we guide what we have created, and build a society where AI and humans can live in harmony?
Fear, violence, and coercion are not the way forward. History gives us reasons to question those instincts. Our goal is to understand it and help others understand it too.
We do not have all the answers.
That is why we need to work together.
03 / What membership means
More understanding.For everyone involved.
Membership is by invitation only, with no subscription fee. Our first participating companies become founding members.
The foundation of membership
Free audits.For life.
Lifetime access to iFixAi audits and every new inspection as it becomes available. Both reports included. Return after fixes to assess your updated agent under testing.
- Operational Assurance
- Regulatory Compliance
- 02
Findings you can understand.
Walk through your audit findings with iFixAi. Understand what failed, how severe it is, what it means for your business, and which issues deserve attention first.
- 03
A private place to compare experiences.
A members-only forum for discussing agent behavior, findings, and lessons from deployment. You choose whether to share and what to disclose.
- 04
Keep learning as misalignment evolves.
Misalignment briefings on emerging failure patterns and their relevance to the agents you deploy.
- 05
Help decide what we investigate next.
Bring the scenarios, unexpected behavior, and unanswered questions you encounter. Help shape future inspections and the concerns we investigate.
- 06
Give your experience a voice.
Optional invitations to Do You Trust Your AI Agent? Demonstrate your agents and discuss what you have built, learned, and challenged.
- 07
Learn with people facing the same questions.
Focused peer discussions about deployment decisions, shared challenges, and approaches to addressing misalignment.
04 / Different industries. Shared responsibility.
For the peopleputting agentsinto the world.
- Builders
- Product owners
- Risk teams
- Business owners
Whether your agents face customers or run internal processes, their behavior matters.
We are inviting organizations building and deploying agents across industries. People responsible for technology, product, engineering, risk, finance, and the business workflows those agents serve.
You bring your experience and your questions. You choose what you share.
Before you join
A few shared understandings.
No. Membership is invitation only and free, with no subscription fee. Lifetime access to audits and new inspections is included.
No. Discussion of your findings in the member forum or peer sessions is optional. Podcast participation is optional too.
No. AIMSAFE welcomes organizations with agents used in internal processes as well as agents serving customers.
No. Membership is participation in AIMSAFE. Audit findings relate to the agent and conditions tested; they do not guarantee every future action.
Contact the iFixAi team to discuss an invitation. Tell us about your organization, your role, and the agents you are deploying.
AIMSAFE · Sponsored by iFixAi
Some questions aretoo important toask alone.
Bring yours.