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Ave Gatton

๐Ÿ‘ค Speaker
190 total appearances

Appearances Over Time

Podcast Appearances

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

But if you have a user who is constrained in their actions by traditional security, and then those constraints are transferred to the agent, then the agent only has the capability to answer the questions that person could do.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

What we found is that is useful to the extent that maybe the person can automate some of their tasks.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

But in the future, that agent will likely talk to an agent who assumes the permissions of someone who has greater permissions or someone who has fewer permissions in order to fully realize the utility of agents.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

In other words, you have agents talking to agents, and you're not guaranteed that all the agents have the same permissions.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

In this framework, it's useful to assume that, or at least it's secure to assume that somehow, some way, one agent's going to transfer information to the other agent.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

And so you've got to lock down the transfer of information between agents, and that is not something that traditional security does.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

That transfer of information is usually locked down by the security model of the people in the company.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

It's the actions that the people take.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

So when Abe is talking to Noah and Noah is the supervisor and Abe is just the Noah's head of HR and Abe is just a regular HR person that doesn't have access to say everyone's payroll.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

If the NOAA agent does have access to everyone's payroll and the AVE agent needs to talk to the NOAA agent, can the AVE agent ask the NOAA agent for everybody's payroll in the company?

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

And then once that AVE agent has it, it can reveal it to myself, to AVE.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

And if I'm a bad actor, I shouldn't know about that, or it's a company secret that

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

Maybe I can get paid a lot of money by somebody on the outside by selling it to or something or other, then all of a sudden now you have a data leak.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

And so you have to put guardrails on the transfer of information outside of the NOAA agent, the exfiltration of that information in order to secure the system.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

And so it's not so much restricting the access to the information originally, but it restricting what that agent can then tell

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

the users and other agents that are talking to it.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

And that's the difficulty.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

It's you can have a, an agent that in a sense, you can have agents that are only able to do the things that someone is already able to do.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

So if for instance, in my role in a company, I have some, some road tasks that are required at all times.

Code Story: Insights from Startup Tech Leaders
The Gene Simmons of Data Protection - AI Inference-time Guardrails

If I have an agent that is helping me do roads or just mind numbing tasks that are typically part of my role.