Craig Thomas

speaker
382 appearances 2 recordings 1 series first heard Jun 2026 last heard 8 Jul

Craig Thomas’s voice in public audio — every appearance, attributed to the second.

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Recordings per month over the last 12 months — 2 in all, peaking in Jul 2026 with 1.

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It goes back to even different parts of data in isolation are fine.
But once you chain those together, you can have classified or other security events in the national security space and similar things are happening here.
And then my next step, Noah, is on chained agents, right?
They multiply the blast radius because rather than just a single agent doing a single thing, agent A calls agent B, which calls agent C. Each step looks good, authorized API calls, but the end result
It was a capability no one really explicitly designed or approved.
It just emerged from the chain and these agents learning what they can do and how to get what they want done.
And so then a lot of times you're losing context.
End-to-end session tracing really is the tech capability that makes this sequence level analysis possible.
We kind of believe you have to be able to trace every AI session from the initial prompt through every model call tool, invocation, API response.
You have a single record because otherwise you're losing that context and you're not able to reconstruct that and understand the true risk of what's going on to be able to eliminate or minimize risk and take action in a larger environment.
Yeah, it goes back to, I know conversations you've had in previous weeks, right?
APIs really are the central nervous system of AI, right?
Every meaningful action or AI agent takes eventually, it becomes an API call.
Whether that's to a database, to a SaaS tool, to a payment system, identity provider, MCP servers.
You're not watching that API layer or you're not watching the agent.
And then that integration surface, it's enormous.
It's un-inventoried.
How do you protect what you don't know?
Modern enterprise environments have thousands, if not tens of thousands of API endpoints.
Many of those are undocumented.
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