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Daniel Miessler · Technology

Unsupervised Learning

Unsupervised Learning is about ideas and trends in Cybersecurity, National Security, AI, Technology, and Culture—and how best to upgrade ourselves to be ready for what's coming.

Episodes

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A Conversation With Grant Lee CO-Founder & CEO At Gamma

18 Sep 2025
21m
AI processed

In this episode of Unsupervised Learning, Daniel Miessler interviews Grant Lee, the founder of Gamma, a company focused on reimagining presentations. Grant discusses Gamma's mission to replace traditional tools like PowerPoint with an AI-powered platform that simplifies content creation and enhances idea propagation. H...

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UL NO. 497: STANDARD EDITION | More NPM Shenanigans, I Open Sourced Kai, Blood Work Results, Finding Vulns in a 10-line Prompt, and more...

10 Sep 2025
37m
AI processed

In episode 497 of Unsupervised Learning, Daniel Miessler shares personal health updates, including lab results indicating pristine metabolic function but suboptimal kidney function due to creatine and energy drink consumption. He discusses adjustments to his lifestyle to improve health metrics. Daniel provides updates ...

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UL NO. 496: STANDARD EDITION | New Video on Building my Personal AI System, Anthropic Reveals One-person Hacking Company using Claude, Pentagon Says China Keeps Penetrating, and more...

05 Sep 2025
1h 2m
AI processed

In this episode of Unsupervised Learning, Daniel Miessler discusses the release of his video on building a personal AI system using Claude code and his experience upgrading to a Keychron Q11 keyboard for ergonomic benefits. He also addresses a change in his newsletter strategy, replacing member essays with discounts on...

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A Conversation with Michael Brown

22 Aug 2025
50m
AI processed

This episode of Unsupervised Learning features an interview with Michael Brown, a principal security engineer at Trail of Bits, who leads their AIML security research group. Brown discusses the design and concepts behind Buttercup, Trail of Bits' AI-driven system that took second place in the AI Cyber Challenge. He det...

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UL NO. 494:  STANDARD EDITION | AI Finds a P1, I Missed Chartbeat So I Made My Own, XBow Open-Sources Their AI Bot, and more...

21 Aug 2025
1h 38m
AI processed

In this episode of Unsupervised Learning, Daniel Miessler discusses a range of topics including his excitement about using AI to enhance his workflow and creativity, as well as his concerns about the potential negative impacts of AI on the job market. He introduces Daemon, a service he created to facilitate human conne...

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A Conversation With Sarit Tager from Prisma Cloud

29 Jul 2025
25m
AI processed

In this episode of Unsupervised Learning, Daniel Miessler interviews Sarit Tager, VP of Product Management for Application Security and ASPM at Palo Alto Networks. Sarit discusses the merging of Prisma Cloud and Cortex into a unified data lake called Cortex Cloud, which aims to provide comprehensive security insights b...

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UL NO. 489: STANDARD EDITION | My personal toolchain updates, Google tracking through DuckDuckGo, Anthropic’s Pentagon Deal, Grok4 NSFW, Substack Crushes WSJ, and more...

17 Jul 2025
22m
AI processed

In episode 489 of Unsupervised Learning, Daniel Miessler shares updates including a new developer joining the Fabric team and his experience using new tools like WhisperFlow and Zyte, while also weighing in on their security implications. The episode covers cybersecurity news such as Google tracking users despite DuckD...

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UL NO. 488: MEMBER EDITION | Google Granting Confusing Access to Gemini, A New Favorite Creator, Russia's new Autonomous Drones, Claude Code Madness and Neovim Config, and more...

10 Jul 2025
30m
AI processed

In episode 488 of Unsupervised Learning, Daniel Miessler discusses recent updates in AI, cybersecurity, national security, technology, and society. A significant focus is on Claude Code and its potential as a proto-AGI, emphasizing its ability to perform complex tasks with the right context. Daniel shares his excitemen...

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UL NO. 487: STANDARD EDITION: Iranian Critical Infra Attacks, Insane Recent Productivity, A Chinese Mosquito Drone, Marcus's Response to Our AI Debate, "Context Engineering" Ain't It, and more...

02 Jul 2025
41m
AI processed

In this episode of Unsupervised Learning, Daniel Miessler shares his excitement about using tools like Claude Code and Cursor to significantly enhance his productivity, automating tasks and improving his website. He reflects on the broader implications of AI, contrasting the enthusiasm of those deeply engaged with thes...

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An AI Debate with Marcus Hutchins

26 Jun 2025
2h 0m
AI processed

This episode of Unsupervised Learning features a debate between the host and Marcus Hutchins, a malware researcher, on the topic of AI. The host argues that AI is a significant and growing force that will impact jobs and society, while Hutchins believes AI is overhyped and essentially just autocomplete. They discuss th...

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UL NO. 486 STANDARD EDITION: Fully Automated AI Malware (Binary and Web), My Debate with Marcus Hutchins on AI and more

26 Jun 2025
55m
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UL NO. 485: STANDARD EDITION: Netflix RCE, My Current AI Stack, All-in on Claude Code, and more...

19 Jun 2025
36m
AI processed

In this episode of Unsupervised Learning, Daniel Miessler shares his insights on a range of topics including his personal AI infrastructure (PAI) and its modules, fabric extractions, and the importance of slow experience and magnifying human connection in the age of AI. He discusses AI's role in enhancing human capabil...

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UL NO. 484: STANDARD EDITION: OpenAI's Malicious AI Report, Disappointed with WWDC, AI's First Actual Science Breakthrough, and more...

12 Jun 2025
42m
AI processed

In this episode of Unsupervised Learning, Daniel Miessler shares his thoughts on a range of topics, starting with his anticipation for new noise-canceling earbuds and a blog post comparing Google I/O and Apple's WWDC. He expresses his long-standing preference for Apple's ecosystem, UI/UX design, and focus on security a...

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UL NO. 483 | STANDARD EDITION: 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...

05 Jun 2025
31m
AI processed

In this episode of Unsupervised Learning, Daniel Miessler discusses his efforts to streamline content delivery, including reducing podcast editing and leveraging AI for cleanup. He highlights his new video on the future of hacking and essays on AI's impact on education and job replacement, as well as differing perspect...

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The Future of Hacking is Context

03 Jun 2025
33m
AI processed

In this monologue podcast, Daniel Miessler discusses his vision for the future of hacking, emphasizing the importance of "Unified Entity Context" (UEC). He argues that the future of both offensive and defensive hacking lies in maintaining exhaustive, accurate, and up-to-date world models of the entities being targeted ...

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UL NO. 482 | STANDARD EDITION: 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...

30 May 2025
31m
AI processed

In this episode of Unsupervised Learning, Daniel Miessler discusses his plans to focus on shorter, more compact ideas in future podcast episodes, while still providing news coverage in audio format. He covers a range of topics, including AI's reasoning abilities, the 23andMe data breach, and cybersecurity vulnerabiliti...

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Unified Entity Context

15 May 2025
30m
AI processed

This episode explores the concept of Unified Entity Context (UEC) and its potential to revolutionize various sectors by centralizing and contextualizing data for AI-driven decision-making. Daniel Miessler recounts his journey from security assessments to recognizing the importance of comprehensive context, highlighting...

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Reviewing RSA 2025 with Jason Haddix

08 May 2025
1h 21m
AI processed

This episode explores the key takeaways from RSA, focusing on the shift from generalized FUD to specific innovation observed at satellite events. Against the backdrop of RSA's crowded floor, Daniel Miessler and Jason Haddix highlight the value of smaller, topic-specific gatherings, such as the OpenAI Security Research ...

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A Conversation with Bar-El Tayouri from Mend.io

06 May 2025
45m
AI processed

This episode explores the evolving landscape of AI security, focusing on the unique challenges and emerging solutions in application security. Bar-El Tayouri shares insights from his experience in game development, cybersecurity, and building a company specializing in cloud-native alert prioritization, now MEND Contain...

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The 4 AAAAs of the AI ECOSYSTEM: Assistants, APIs, Agents, and Augmented Reality

22 Apr 2025
27m
AI processed

This episode explores the emerging AI ecosystem, arguing that it's coalescing around four key components: Assistants (DAs), APIs, Agents, and Augmented Reality (AR). Against the backdrop of recent advancements from companies like OpenAI and Anthropic, the speaker posits a model where personalized digital assistants, a...

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