Least-Privilege AI Agents (w/ The AI Collective)
Designing Secure, Production-Ready Agentic Systems with Least-Privilege Access
Join us for an intimate living room discussion with technologists, researchers, founders, and builders working at the frontier of secure agentic systems.
As AI agents move from demos into production environments, they are increasingly being granted access to tools, data, APIs, credentials, workflows, and critical business systems. This creates a new design challenge: how do we build agents that are useful and autonomous while keeping access tightly scoped, auditable, revocable, and safe?
This conversation will explore how teams are thinking about least-privilege access for agentic systems in practice. We will discuss emerging patterns for permissions, identity, tool use, sandboxing, policy enforcement, human-in-the-loop review, runtime monitoring, and production security architecture.
The goal is to bring together people actively solving this problem across research, infrastructure, security, enterprise AI, and startups. Expect a thoughtful, technical, and candid discussion rather than a panel or lecture.
Topics we may explore include:
How should agents authenticate and authorize actions across tools and systems?
What does least privilege mean when an agent’s intent and task scope can change dynamically?
How do we design secure tool access, credential delegation, and approval flows?
What are the right abstractions for agent identity, permissions, memory, and policy?
How should teams monitor, audit, and contain agent behavior in production?
Where are today’s frameworks, platforms, and security models still insufficient?
Who should attend
This gathering is for builders, researchers, security practitioners, infrastructure engineers, founders, and product leaders working on or deploying agentic systems in real-world environments.
Space is limited to keep the discussion focused and participatory.
As always, engaging conversation, and incredible company will all be provided!
Please be advised: Unfortunately, space is very limited at these community events and we can not always accept everyone we would like to. If you are not accepted to this event, please keep applying! We appreciate your application tremendously and we are looking forward to seeing you at a future event very soon!
The AI Collective is a global non-profit building the human layer for the AI era. We unite 200,000+ leaders, builders, and stakeholders across 100+ forums worldwide to democratize the frontier, build trust, and coordinate how society navigates the rapid acceleration of technological progress.
All attendees and organizers at events affiliated with The AI Collective agree to our privacy policy and are subject to our code of conduct.