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Code Story: Insights from Startup Tech Leaders

The Gene Simmons of Data Protection - AI Inference-time Guardrails

Code Story: Insights from Startup Tech Leaders

Noah Labhart - Startup Founder & CTO

News, Business, Careers, Entrepreneurship, Tech News, Technology

5.0217 Ratings

🗓️ 11 February 2026

⏱️ 27 minutes

🧾️ Download transcript

Summary

The Gene Simmons of Data Protection: Protegrity's KISS Method Today, we are releasing our final FINAL episode from our series, entitled The Gene Simmons of Data Protection - the KISS Method, brought to you by none other than Protegrity. Protegrity is AI-powered data security for data consumption, offering fine grain data protection solutions, so you can enable your data security, compliance, sharing and analytics. Episode Title: Navigating the Future of Data Management: Type Systems, Quantum Computing, and Protegrity's Innovations In our final-FINAL episode, we are speaking with Ave Gatton, Director of Generative AI. We talk about how AI safety doesn't end with training, it begins with inference. We explore the overlooked frontier of AI security, from prompt-injection, data leakage, and model manipulation. Ave helps to understand how you can build guardrails that operate in real time, and adapt to evolving threats. Our Sponsors: * Check out Cash App and use my code CASHAPP10 for a great deal: https://click.cash.app/ui6m/mt82fpxl #CashAppPod. Cash App is a financial services platform, not a bank. Banking services provided by Cash App’s bank partner(s). Prepaid debit cards issued by Sutton Bank, Member FDIC. See terms and conditions at https://cash.app/legal/us/en-us/card-agreement. Cash App Green, overdraft coverage, borrow, cash back offers and promotions provided by Cash App, a Block, Inc. brand. Visit http://cash.app/legal/podcast for full disclosures. * Check out Plaud AI and use my code CODESTORY for a great deal: https://plaud.ai Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy

Transcript

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0:00.0

Hello listeners. Today we are releasing the final episode in our series entitled

0:05.6

the Gene Simmons of Data Protection, the Kiss method, brought to you by none other than

0:10.7

Protegrety. Protegrety is AI-powered data security for data consumption, offering fine-grained

0:16.9

data protection solutions so you can enable your data security, compliance, sharing,

0:22.1

and analytics.

0:24.3

In our final final episode, we are talking with AVE Gatton, Director of Generative AI.

0:29.1

We talk about how AI safety doesn't end with training.

0:32.0

It begins with inference.

0:33.9

We explore the overlooked frontier of AI security.

0:37.3

From prompt injection, data leakage, and model manipulation.

0:40.5

AVE helps us understand how you can build guardrails that operate in real time and adapt to evolving threats.

0:48.8

Dave, thank you for being on the show today. Thanks for being on Code Story.

0:52.9

Thanks, Noah. Yeah, it's great to be here.

0:54.7

Excited to talk about everything we have on the agenda. Absolutely. We got a jam-packed agenda today

1:00.2

and inference time AI guardrails and safety and all of things. You're director of generative

1:05.4

AI at Protegroity. I know you've got lots of experience and things to speak on. Before we dive

1:09.8

into that, tell me in the audience a little bit about you. I've been in the Bay Area since way back in 2013.

1:16.2

Maybe that's a long time for some, not a long time for others. But I originally came out here

1:20.8

to finish my PhD in atomic, molecular and optical physics at Lawrence Berkeley National Lab.

1:25.9

And then I did a postdoc down here at Stanford Slack and then never left the peninsula.

1:30.5

It moved to tech around the time of the pandemic in 2020 and have been working on a variety of projects for Fortune 100 and greater companies at a variety of small startups for the past five years, six years, and now find

1:45.9

myself at Protegroity as the director of Gen. It's been a long road, but I've been working with

...

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