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Session isolation keeps AI agent workloads walled off from one another

· 16h ago · Originally reported by PPC Land

Session isolation is a security practice that keeps each AI agent session's compute, memory, files and credentials separated from other sessions. The goal is to prevent one client's task or data from leaking into another client's session.

Why it matters

As AI agents handle more advertising and business tasks, keeping sessions separate matters for data security and client confidentiality in ad tech workflows.

Explain it like I’m new here

It's like giving each kid their own labeled lunchbox so nobody's sandwich ends up in someone else's bag.

Read the original at PPC Land

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Sensitivity label

A sensitivity label is a tag stored in a file or email's metadata that marks how confidential it is and can trigger encryption, watermarks and limits on AI.