Traditional security focuses on access.

Can a user see the data?

Can a system reach the resource?

Can an application connect to the service?

AI agents introduce a different challenge:

Ownership.

Modern agents increasingly interact with:

documents
databases
APIs
customer information
internal tools

The challenge isn't only whether information is available.

The challenge is whether the information belongs to the task being performed.

Humans naturally understand ownership boundaries.

We recognize that access does not automatically grant permission to use information.

AI agents often don't.

They see context.

They see instructions.

They see resources.

And if not properly constrained, they may use information beyond its intended purpose.

As agents become more autonomous, ownership awareness will become a critical security requirement.

This is one of the reasons we're building Crucible.

Pytest for AI agents.

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