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Noah Labhart

๐Ÿ‘ค Speaker
6775 total appearances

Appearances Over Time

Podcast Appearances

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

And I'll just jump right into my first question.

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

What are inference time threats?

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

That'd be the best place to start is to define what those are.

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

And why are they becoming a critical focus in AI security?

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

That makes sense.

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

And where you're trying to protect it makes sense.

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

And I think it's important to maybe tell the difference between inference time risk and training time risk as well.

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

Can you differentiate the two?

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

I think my next question, you may have touched this at a high level, but I want to give it space here.

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

Why is protection from these in-the-moment risks, right, with inference time, why is protection from those critical for safe, scalable AI adoption?

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

And as an engineer myself, I think that I could come up with some ideas of what you're going to say, but I'm curious what you have for the audience.

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

Interesting.

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

Okay, that's super interesting.

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

I think to move into the next area, right, of my questioning is more around industry, right?

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

And perhaps these threats are different across industries.

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

Maybe they're not.

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

I guess that's the question.

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

Do they vary across industries?

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

And if so, is there an industry where these attacks are more prevalent?

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

That makes a ton of sense.