We handle evaluation implementation, data annotation, and project operations so researchers can focus on research.
EquiStamp is a Public Benefit Corporation. That means our legal obligation is to advance AI safety research, not maximize profit. When there's a choice between what's best for alignment and what's best for the bottom line, we're required to choose alignment.
It's a formal commitment to what we'd be doing anyway. We're here because we think AI safety matters, and the PBC structure ensures that stays true even as the company grows.
Our public benefit commitment: To advance AI safety and alignment by providing essential operational and technical support that allows researchers to focus on high-impact work. We deliver evaluation implementation, data annotation, red/blue teaming, project operations, flexible research labor, and financing solutions, all while pursuing sustainable profitability. This commitment ensures that our services contribute to mitigating AI risks, promoting transparent and accountable development, and enhancing global well-being through safer technologies.
We're a labor pool for alignment research. Labs and projects come to us to implement evals, run baselines, annotate data, and handle administrative overhead. The idea is simple: researchers focus on research, and we handle the grunt work.
We run on a task-based model. Contributors—a core group of regulars plus a broader pool of specialists—pick up tasks as they're available and work on their own schedule. People work as much or as little as they want, as long as they get their tasks done.
Everyone involved is here because they think alignment matters. That means people actually care whether projects work, not just whether they get done. It's not about hitting milestones or collecting invoices—if something needs fixing or a better approach becomes obvious halfway through, we will say so.
For project inquiries or to join our contributor network, reach out via the form below or join our Discord server.