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Frontier AI Models Are Shockingly Gullible | Snehal Antani

13.11.2026 · 20 Min.

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Horizon3 co-founder and CEO Snehal Antani discusses the launch of the company’s Adversarial Intelligence Frontier Lab and how AI agents are changing offensive and defensive cybersecurity. He explains why frontier AI models fail against basic cyber deception, why private behind-the-firewall training data is the real moat over compute, and why attackers rely on machine-speed execution of basic flaws rather than zero-days. Check out our sponsor Lovable: https://lovable.dev. Turn ideas into software people love.

https://x.com/snehalantani

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Timestamps:

(00:00) Introduction

(01:07) Adversarial Intelligence Frontier Lab Launch

(02:12) Why AI Cyberattacks Are Accelerating

(04:13) Compute vs. Cyber Training Data

(06:51) Why Frontier Labs Lack Data

(10:14) Horizon3 Hits $2B Valuation

(11:44) Black October and Hacker Tactics

(15:38) What’s Next for Horizon3

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Note: This podcast is not investment, legal, or tax advice, and is intended for informational and entertainment purposes only. Hosts and guests may hold positions in the companies and securities discussed; do your own research before acting on anything you hear.


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