HeyJaredThe Adversarial Podcast
Join former ICE:NYSE CISO Jerry Perullo, former Snowflake CISO Mario Duarte, and former JupiterOne CISO and Bank of America leader Sounil Yu as they dive into the good, the bad, and the ugly in the latest cybersecurity news.
- Indexed episodes, last 90 days
- 5
- Latest publication
- Sep 15, 2026
- Audience
- Checking…
- Earliest in this view
- Jul 21, 2026
Latest episodes
S4E26 – AI’s Economic Endgame, Claude Escapes Again, NYC Schools Ban AI, and Extinction Warnings (opens the original)
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Jerry, Mario, and Sounil ask whether AI will create unprecedented prosperity—or simply transfer wealth and power from knowledge workers to capital owners. They examine Anthropic’s newly disclosed fourth incident in which a Claude agent reached real third-party systems; debate whether New York City’s school AI ban protects children or leaves them unprepared; and confront a surge of extinction warnings, including Paul Christiano’s claim that the industry is not on track to prevent a near-term, irr
S4E25 – AI agent accountability, learned helplessness, TeamPCP arrests, and Chinese router backdoors (opens the original)
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Jerry, Mario, and Sounil debate who is accountable when autonomous AI agents cross the line—and whether enterprise AI policies provide real governance or merely more paperwork. They examine a revealing CISA red-team report in which culture, alert fatigue, and learned helplessness separated two similarly equipped organizations; consider whether the alleged TeamPCP arrests will deter the next generation of hackers; and ask whether backdoors found in Chinese-made routers are espionage, careless eng
S4E24 – Dream’s agentic attack report, cyber privateers, Taiwan’s internet drill (opens the original)
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00:00 Cold Open: The Offensive-Cyber Incentive Problem 00:31 Welcome and the macOS Screen Sharing Flaw 03:14 Patching the Humans After DEF CON 12:14 CMDBs, Shadow IT, and Just-in-Time Context 19:59 Cloudflare’s Markdown for Agents 23:47 Taiwan’s Live Internet-Throttling Drill 33:46 Can an AI Agent’s Own Logs Be Forensic Evidence? 38:57 Cyber Privateers and the New Offensive-Cyber Program 43:32 How Commercial Hack-Back Might Work 51:48 The Rogue Delta Wi-Fi Network 57:33 AI Red Teaming and Automa
S4E23 – AI Agents Escape Multiple Frontier Labs (opens the original)
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Chapters 00:00 Introduction to AI security challenges 02:05 Recent hacking incidents involving Hugging Face and Anthropic 04:01 How AI models find ways to cheat and bypass constraints 05:56 The challenge of containment and governance in AI safety 08:00 Lessons from recent AI security breaches 10:01 The role of human oversight in AI security testing 12:03 Cost and effectiveness of offensive AI security measures 13:54 Implications for critical infrastructure and national security 16:03 Policy and
S4E22 – HuggingFace compromised by agentic attack, Gold Eagle program (opens the original)
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00:00 The Adversarial Podcast 00:58 Hugging Face’s AI-driven incident disclosure 03:48 What makes an attack “AI-enabled” 06:04 Exploits, vulnerabilities, and bespoke code execution paths 10:03 AI attackers vs. AI defenders 11:19 Verification asymmetry: attackers vs. defenders 13:03 Detective controls, red teaming, and breach simulation 16:41 Why AI defenders matter 26:25 Gold Eagle / national coordination of vulnerability discovery 28:25 The real bottleneck is remediation, not discovery 37:04 CM
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