The AI That Found A Bug In The World’s Most Audited Code
AI + a16z10 Des 2025

The AI That Found A Bug In The World’s Most Audited Code

Matt Knight spent five years as OpenAI’s CISO. Now he runs what colleagues call “the most interesting job at the company”: leading Aardvark, an AI agent that finds security vulnerabilities the way a human researcher would—by reading code, writing tests, and proposing patches. It recently found a memory corruption bug in OpenSSH, one of the most heavily audited codebases in existence.

In this conversation with a16z’s Joel de la Garza, Matt traces the evolution from GPT-3 (which couldn’t analyze security logs at all) to GPT-4 (which could parse Russian cybercriminal chat logs written in slang) to today’s models that discover bugs humans have missed for decades. They also discussed the XZ Utils backdoor that nearly compromised half the internet and why 3.5 million unfilled security jobs might finally get some relief, and how Aardvark could give open source maintainers a fighting chance against nation-state attackers.

If you enjoyed this episode, please be sure to like, subscribe, and share with your friends.

Follow Matt Knight on X: https://x.com/embeddedsec

Follow Joel de la Garza on LinkedIn: https://www.linkedin.com/in/3448827723723234/

Check out everything a16z is doing with artificial intelligence here, including articles, projects, and more podcasts.


Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Denne episoden er hentet fra en åpen RSS-feed og er ikke publisert av Podme. Den kan derfor inneholde annonser.

Episoder(100)

Ideogram’s Open-Weights Image Model and the Future of AI Design

Ideogram’s Open-Weights Image Model and the Future of AI Design

Yoko Li and Justine Moore speak with Ideogram founder and CEO Mohammad Norouzi about image generation models, design workflows, and the evolving relationship between AI and creative work. The conversa...

15 Jun 42min

Building Search for AI Agents with Exa CEO Will Bryk

Building Search for AI Agents with Exa CEO Will Bryk

Sarah Wang speaks with Exa cofounder and CEO Will Bryk about building search infrastructure for the AI era. The conversation covers Exa’s origins, why traditional search engines were not designed for ...

4 Jun 49min

AI Agents and the Fight for Customer Data

AI Agents and the Fight for Customer Data

Martin Casado speaks with George Fraser, cofounder and CEO of Fivetran, about the future of data infrastructure in the age of AI. The conversation covers Fivetran’s merger with dbt, the changing role ...

2 Jun 50min

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software

Recorded live at the a16z Fintech Connect conference in Deer Valley, Alex Rampell speaks with Ben Horowitz, cofounder and general partner at a16z, about how AI has rewritten the fundamental rules of s...

19 Mai 29min

AI Infrastructure, Distribution, and the Next Wave of Software

AI Infrastructure, Distribution, and the Next Wave of Software

Sophie Buonassisi speaks with Jennifer Li, general partner at a16z, about why infrastructure is becoming one of the most important areas in AI. They discuss how the shift to AI-native systems is resha...

12 Mai 38min

From Vector Databases to Knowledge Engines: The Next Layer of AI

From Vector Databases to Knowledge Engines: The Next Layer of AI

Peter Levine speaks with Ash Ashutosh, CEO of Pinecone, about the launch of Nexus and the shift from vector databases to knowledge engines. As agents become the primary users of software, they discuss...

5 Mai 46min

Why We Need Continual Learning

Why We Need Continual Learning

Elena Burger speaks with Malika Aubakirova, partner on the AI infrastructure team at a16z, about why today’s AI systems struggle to learn over time. They discuss the limits of in-context learning, the...

28 Apr 18min

The Agent Era: Building Software Beyond Chat with Box CEO Aaron Levie

The Agent Era: Building Software Beyond Chat with Box CEO Aaron Levie

Erik Torenberg, Steve Sinofsky, and Martin Casado speak to Aaron Levie, CEO at Box, about what happens to enterprise software when agents become the primary users. They discuss why coding agents succe...

21 Apr 59min

Populært innen Business og økonomi

stopp-verden
lydartikler-fra-aftenposten
dine-penger-pengeradet
e24-podden
rss-penger-polser-og-politikk
rss-borsmorgen-okonominyhetene
rss-skravla-gar
rss-pa-konto
pengepodden-2
livet-pa-veien-med-jan-erik-larssen
finansredaksjonen
tid-er-penger-en-podcast-med-peter-warren
okonomiamatorene
utbytte
lederpodden
morgenkaffen-med-finansavisen
stormkast-med-valebrokk-stordalen
pengesnakk
rss-markedspuls-2
liberal-halvtime