Unsupervised Learning

A Chrome 0-Day, Meta Automates Security Assessments, New Essays, My New Video on Hacking with AI, Ukraine's Asymmetrical Attack, Thoughts on My AI Skeptical Friends, The Dangers of Winning the Wrong Game, and more... You are currently listening to the Standard version of the podcast, consider upgrading and becoming a member to unlock the full version and many other exclusive benefits here: https://newsletter.danielmiessler.com/upgrade [https://newsletter.danielmiessler.com/upgrade] Read this episode online: https://newsletter.danielmiessler.com/p/ul-483 [https://newsletter.danielmiessler.com/p/ul-483] Subscribe to the newsletter at: https://danielmiessler.com/subscribe [https://danielmiessler.com/subscribe] Join the UL community at: https://danielmiessler.com/upgrade [https://danielmiessler.com/upgrade] Follow on X: https://x.com/danielmiessler [https://x.com/danielmiessler] Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler [https://www.linkedin.com/in/danielmiessler] Become a Member: https://danielmiessler.com/upgrade [https://danielmiessler.com/upgrade] See omnystudio.com/listener [https://omnystudio.com/listener] for privacy information.

Sponsored by Vanta. Vanta takes the busywork out of GRC so you can focus on what actually matters—improving your security, not chasing compliance. https://ul.live/vanta [https://ul.live/vanta] This isn’t just another AI podcast. It’s about the deeper shift that’s happening in cybersecurity—away from individual tools and dashboards, and toward real-time, comprehensive world models of what we’re trying to protect or attack. I'll walk through how I came to this idea, what it means for security assessments, red teaming, vuln management, and beyond—and why context, not AI, is the actual revolution. 📽️Check out the full video here: https://youtu.be/UwTTcka1Wd8 [https://youtu.be/UwTTcka1Wd8] Topics covered:  Why the core problem in security is organizational knowledge Unified Entity Context (UEC) as the future architecture Modular, AI-augmented security stacks Why every attacker and defender will soon be running one How this flips the AI conversation on its head If you care about where hacking, automation, and AI are headed—this is the blueprint. 📬Subscribe for updates about trends and ideas in Cybersecurity, National Security, AI, Technology, and Society👇🏼 https://newsletter.danielmiessler.com/ [https://newsletter.danielmiessler.com/] 👉🏻 X (Twitter): https://ul.live/x [https://ul.live/x] 👉🏻 Instagram: https://ul.live/ig [https://ul.live/ig] 👉🏻 BlueSky: https://ul.live/bluesky [https://ul.live/bluesky] 👉🏻 LinkedIn: https://ul.live/li [https://ul.live/li] Become a Member: https://danielmiessler.com/upgrade [https://danielmiessler.com/upgrade] See omnystudio.com/listener [https://omnystudio.com/listener] for privacy information.

AI Finds an 0-Day!, Postman Leaking Secrets, High Agency Mental Model, My Unified Entity Context Video, Github MCP Leaks Private Repos, Google vs. OpenAI vs. Apple on AI Vision, and more... You are currently listening to the Standard version of the podcast, consider upgrading and becoming a member to unlock the full version and many other exclusive benefits here: https://newsletter.danielmiessler.com/upgrade [https://newsletter.danielmiessler.com/upgrade] Read this episode online: https://newsletter.danielmiessler.com/p/ul-482 [https://newsletter.danielmiessler.com/p/ul-482] Subscribe to the newsletter at: https://danielmiessler.com/subscribe [https://danielmiessler.com/subscribe] Join the UL community at: https://danielmiessler.com/upgrade [https://danielmiessler.com/upgrade] Follow on X: https://x.com/danielmiessler [https://x.com/danielmiessler] Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler [https://www.linkedin.com/in/danielmiessler] Become a Member: https://danielmiessler.com/upgrade [https://danielmiessler.com/upgrade] See omnystudio.com/listener [https://omnystudio.com/listener] for privacy information.

🔹 Thanks to ProjectDiscovery for sponsoring today’s video. I've been using their tools like Nuclei and Subfinder for years, and now they’ve brought that power to the cloud with a full vulnerability management platform. ➡ Try it yourself at https://ul.live/PD1 [https://ul.live/PD1] For over a decade, I've been exploring how AI and context intersect—and I believe Unified Entity Context (UEC) is the key to unlocking what comes next. In this podcast, I walk through my journey—from security assessments and AI-powered tools to building real-world demos like Alma and Threshold. The core idea? That most hard decisions are only hard because we lack the necessary context. With rich, accurate, and fresh context, even complex decisions become simple. If you're building in security, investing in AI, or just trying to understand where things are heading, this concept might reframe everything. Check out the full video here: https://youtu.be/IHUqk90ch7I Become a Member: https://danielmiessler.com/upgrade [https://danielmiessler.com/upgrade] See omnystudio.com/listener [https://omnystudio.com/listener] for privacy information.

What really happened at RSA 2024? Daniel Miessler and Jason Haddix break it down. Fresh off a whirlwind RSA week, Daniel sits down with Jason Haddix (Arcanum Information Security) to talk about what mattered—beyond the show floor noise. From off-site innovation summits to real-world AI implementation, this deep dive covers: -Where the real innovation happened (hint: not on the show floor) -Key takeaways from the OpenAI and Airbnb AI Security events -Jason’s talk on AI pentesting methodology and the Prompt Injection Taxonomy -The future of cybersecurity moats and the risk of AI-native disruption -Why agents aren’t the main character—data is -DARPA's AIxCC competition and the rise of Cyber Reasoning Systems -Challenges with evals, autonomous security workflows, and VDP backlash -Behind the scenes at RSA: puppies, parties, burnout, and brutal honesty They also explore content creation, the future of platform-native context, and why being opinionated (with receipts) matters more than ever in security and tech.  Jason's Company https://arcanum-sec.com Become a Member: https://danielmiessler.com/upgrade [https://danielmiessler.com/upgrade] See omnystudio.com/listener [https://omnystudio.com/listener] for privacy information.