
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.
Latest episodes

Jun 26, 2025 • 2h
An AI Debate with Marcus Hutchins
In this engaging discussion, Marcus Hutchins, a renowned security researcher famed for halting the WannaCry ransomware, brings a critical lens to the capabilities of AI. He debates the true risks versus perceived benefits of AI, questioning its significance in knowledge work. They tackle the blurred lines of automation, biases in AI, and the potential pitfalls of reliance on technology. The conversation digs into how machine learning impacts specialized fields and raises crucial points about the limits of AI versus human intelligence.

15 snips
Jun 26, 2025 • 55min
UL NO. 486 STANDARD EDITION: Fully Automated AI Malware (Binary and Web), My Debate with Marcus Hutchins on AI and more
Dive into a spirited debate on AI's potential to aid or hinder, featuring insights from a malware expert. Discover how conspiracy theories thrive in the age of AI and social media's dark side. Uncover cosmic mysteries with a newly found matter fog impacting our understanding of the universe. Explore the bittersweet effects of AI on cognition and societal norms, like dating. Lastly, engage with trends like the 'infinite workday,' unique baby names, and innovative tech from Finland.

28 snips
Jun 19, 2025 • 37min
UL NO. 485: STANDARD EDITION: Netflix RCE, My Current AI Stack, All-in on Claude Code, and more...
Discover the fascinating world of Personal AI Infrastructure and its role in streamlining academic content discovery. Dive into the debate of AI versus human decision-making and the importance of contextual understanding. Stay informed with key cybersecurity updates, from macOS 26 enhancements to emerging AI-driven threats. Explore national security concerns tied to tech, including the sale of flight data and military collaborations. Finally, learn about innovative solutions for light pollution and the Pentagon’s intriguing approaches to public perception of UFOs.

7 snips
Jun 12, 2025 • 44min
UL NO. 484: STANDARD EDITION: OpenAI's Malicious AI Report, Disappointed with WWDC, AI's First Actual Science Breakthrough, and more...
Discover the intriguing clash between Apple and Google's strategies in tech and AI. Dive into the contrasting security practices and user privacy approaches, especially after a mixed WWDC. Explore how AI is revolutionizing economic trends and tackling misinformation, alongside a groundbreaking scientific breakthrough. The chat doesn’t stop there; enjoy discussions on the surprising effects of caffeine on sleep and inspiring environmental initiatives like reforestation. Join the conversation and explore technology's fascinating future!

18 snips
Jun 5, 2025 • 32min
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...
Discover the latest concerning a zero-day vulnerability in Chrome that poses risks to users. Explore how Meta is leveraging AI to streamline security assessments. Delve into innovative military tactics employed by Ukraine in their fight against Russia. Consider the contrasting views on AI's impact on the workforce, especially concerning knowledge-based jobs. Plus, examine new technological tools for language learning and job filtering, alongside reflections from popular media that touch on cybersecurity themes.

9 snips
Jun 3, 2025 • 34min
The Future of Hacking is Context
Delve into the evolving landscape of cybersecurity, where context is becoming the key to effective security assessments. Discover how Unified Entity Context (UEC) transforms architecture in security management. Explore the integration of modular, AI-augmented security stacks that revolutionize the hacking dialogue. Understand how contextual AI systems enhance vulnerability programs, ensuring both attackers and defenders adapt to a rapidly changing environment. This insight reveals the future blueprint for hacking and cybersecurity.

16 snips
May 30, 2025 • 32min
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...
Discover how AI recently uncovered a Linux kernel vulnerability, spotlighting its growing role in cybersecurity. The conversation dives into the implications of data breaches, including a case involving 23andMe and GitHub's privacy concerns. Explore the competitive landscape of tech giants like Google, OpenAI, and Apple in the AI vision space. The hosts celebrate innovations in AI context management while emphasizing supportive friendships. They also delve into flexible reading habits and the intertwining of ideologies with human values.

17 snips
May 15, 2025 • 30min
Unified Entity Context
Explore how AI intersects with security in groundbreaking ways. The discussion highlights the transformative impact of unified entity context on decision-making in cybersecurity. Learn about innovative vulnerability management techniques and the importance of accurate contextual information. The conversation also emphasizes the challenges security professionals face amidst diverse data sources and how integrating these can simplify complex decisions. Dive into the future of security assessments and the essential role of context.

37 snips
May 8, 2025 • 1h 21min
Reviewing RSA 2025 with Jason Haddix
Join security expert Jason Haddix from Arcanum Information Security as he dives into the key moments from RSA 2024. He discusses off-site innovation summits and highlights from OpenAI's AI Security events. Hear about his concepts on AI pen testing methodology and the Prompt Injection Taxonomy. Haddix also tackles the challenges of AI evaluation and the evolving cybersecurity landscape. Tune in for insights on personal narratives in content creation and the importance of fostering meaningful connections in tech.

12 snips
May 6, 2025 • 46min
A Conversation with Bar-El Tayouri from Mend.io
Bar-El Tayouri, Head of AI Security at Mend.io, specializes in the intersection of application and AI security. He discusses the challenges traditional AppSec faces in the AI era, emphasizing the need for comprehensive risk assessment and mitigation strategies. The conversation dives into innovative threat discovery techniques, including simulating dynamic attacks and the importance of security integrated into development workflows. Tayouri also highlights the evolving landscape of identity management and security in multi-agent systems, urging a reevaluation of existing governance practices.