S4E27 – AI Academies, Cybersecurity Moats, Data Classification, and Patch Cooldowns
From The Adversarial Podcast · 1:07:05
Show by Jerry Perullo, Sounil Yu, Mario Duarte
Jerry, Sounil, and Mario debate what AI should change—and what it shouldn't—in education, cybersecurity, and software maintenance. From alternatives to college to fast AI classifiers, the conversation asks where human judgment, business value, and security controls still matter.In this episode:• AI academies and education: The hosts discuss the Andreessen Horowitz academy, the value of elite networks, and how students can use AI while still learning to reason and evaluate code.• Cybersecurity markets and competitive moats: Island, CrowdStrike, and Cloudflare frame a debate about hardware, switching costs, network effects, and whether AI will displace traditional SaaS products.• Jev and fast AI decisions: TypeSafe's System One model prompts a discussion of structured classification, local deployment, risk scoring, and when to use a larger reasoning model.• Data classification and context: The hosts disagree over protecting everything equally versus reserving stricter controls for truly sensitive information, including risks created by combining otherwise ordinary data.• Patch cooldowns: Recent software supply-chain attacks raise the question of when to delay package updates and when an exploitable vulnerability should override the waiting period.Chapters00:00 Cold open and introductions01:52 AI startups, hardware, and manufacturing04:40 AI academies and the future of education24:51 Cybersecurity markets and competitive moats37:22 Jev, System One models, and data classification51:36 Risk scoring and fast versus slow AI56:00 Patch cooldowns and security exceptions1:04:49 Wrap-up and upcoming eventsHosts:Jerry Perullo (Founder, https://adversarial.com/)Sounil Yu (Founder, https://www.knostic.ai/)Mario Duarte (CISO, https://www.whirlai.com/)Producer: Tillson Galloway (Founder, http://githoundexplore.com/)
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- S4E26 – AI’s Economic Endgame, Claude Escapes Again, NYC Schools Ban AI, and Extinction Warnings
- S4E25 – AI agent accountability, learned helplessness, TeamPCP arrests, and Chinese router backdoors
- Season 01 Episode 01 - The Portfolio Life
- Season 01 Episode 02 - The CISO Board Director
- Season 01 Episode 03 - Angel Investing and Advisory Work
- Season 01 Episode 04 - The CISO Professor
- Season 01 Episode 05 - Deciding When It's Time to Go with guest Jason Chan
- Season 01 Episode 06 - Retire Many Times with guest Sounil Yu
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