Unsupervised Learning - podcast cover

Unsupervised Learning

Daniel Miesslerdanielmiessler.com

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

A Conversation with Patrick Duffy from Material Security

➡ Secure what your business is made of with Martial Security:  https://material.security/ In this episode, I speak with Patrick Duffy from Material Security about modern approaches to email and cloud workspace security—especially how to prevent and contain attacks across platforms like Google Workspace and Microsoft 365. We talk about: • Proactive Security for Email and Cloud Platforms How Material goes beyond traditional detection by locking down high-risk documents and inboxes ...

Apr 15, 202527 min

AICAD: Artificial Intelligence Capabilities For Attack & Defense

AI is changing cybersecurity at a fundamental level—but how do we decide what to build, and when? In this episode, I outline a structured way to think about AI for security: from foundational ideas to a future-proof system that can scale with emerging threats. • Rethinking Human Workflows as Intelligence Pipelines By mapping tasks into visual workflows, we can pinpoint exactly where human intelligence is still required—and where AI agents are most likely to replace or enhance us...

Apr 12, 202543 min

A Possible Path to ASI

The conversation around AGI and ASI is louder than ever—but the definitions are often abstract, technical, and disconnected from what actually matters. In this episode, I break down a human-centered way of thinking about these terms, why they’re important, and a system that could help us get there. I talk about:  • A Better Definition of AGI and ASI Instead of technical abstractions, AGI is defined as the ability to perform most cognitive tasks as well as a 2022 U.S.-based ...

Apr 08, 202511 min

A Conversation With Matt Muller From Tines

➡ Build, run, and monitor workflows with Tines at: tines.com In this episode, I speak with Matt Muller, Field CSCO at Tines, about how automation and AI are transforming security operations at scale. We talk about: • Tines' Mission to Eliminate Manual Security Work Through Automation How Tines helps security teams streamline incident response and workflow automation without needing to write code, saving time and reducing burnout. • Applying AI to Security Operations and Analyst Workflo...

Apr 01, 202540 min

UL NO. 474 | Signal OPSEC, White-box Red-teaming LLMs, Unified Company Context (UCC), New Book Recommendations, Single Apple Note Technique, and much more...

STANDARD EDITION: Signal OPSEC, White-box Red-teaming LLMs, Unified Company Context (UCC), New Book Recommendations, Single Apple Note Technique, and much 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 Subscribe to the newsletter at: https://danielmiessler.com/subscribe Join the UL community at: https://danie...

Mar 31, 202518 minEp. 474

A Conversation With Slava Konstantinov From ThreatLocker

➡ Allow what you need, block everything else with ThreatLocker: threatlocker.com In this episode, I speak with Slava Konstantinov, ThreatLocker's MacOS Lead Architect, about their zero-trust approach to endpoint security and their latest cybersecurity innovations. We talk about: • ThreatLocker’s Zero Trust Approach to Cybersecurity: How ThreatLocker enforces a default deny security model, ensuring only explicitly allowed applications and actions can run, reducing attack surfaces and u...

Mar 18, 202534 min

UL NO. 472 | STANDARD EDITION: 28 Open Cyber Jobs, Real-world AI Propaganda Poisoning, MCP Explained, Cline vs. Windsurf, and more...

STANDARD EDITION: 28 Open Cyber Jobs, Real-world AI Propaganda Poisoning, MCP Explained, Cline vs. Windsurf, and more... You are currently listening to the Standard version of the podcast, consider upgrading and becoming a member for the full version and many other exclusive benefits here: https://newsletter.danielmiessler.com/upgrade Subscribe to the newsletter at: https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://x.com/daniel...

Mar 15, 202540 minEp. 472

Raycast is a Must in 2025 - Action at the Speed of Thought

In this episode, Daniel Miessler explores how to supercharge your macOS workflow with Raycast, transforming everyday tasks into lightning-fast, AI-powered actions. He talks about: Raycast as a Universal Launcher: Daniel explains how Raycast replaces traditional launchers like Spotlight and Alfred, offering an all-in-one shortcut to apps, files, and bookmarks for unparalleled efficiency. Quick Links and Custom Searches: He demonstrates how quick links streamline navigation by replacing outdated b...

Mar 15, 202546 min

UL NO. 471 | STANDARD EDITION: Cyber Standing Down, China's Innovation Burst, PC vs. NPC, Why AI Can't Understand, and more...

STANDARD EDITION: Cyber Standing Down, China's Innovation Burst, PC vs. NPC, Why AI Can't Understand, and more... You are currently listening to the Standard version of the podcast, consider upgrading and becoming a member for the full version and many other exclusive benefits here: https://newsletter.danielmiessler.com/upgrade Subscribe to the newsletter at: https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://x.com/danielmiessle...

Mar 09, 202526 minEp. 471

UL NO. 470 | Attacking Signal, Blogging Getting MORE Important, AI's Final Form, Claude 3.7 vs. World, Censorship as a Service, and more...

STANDARD EDITION: Attacking Signal, Blogging Getting MORE Important, AI's Final Form, Claude 3.7 vs. World, Censorship as a Service, and more... ➡  Protect Against Bots, Fraud, and Abuse. Check out WorkOS Radar at: workos.com/radar You are currently listening to the Standard version of the podcast, consider upgrading and becoming a member for the full version and many other exclusive benefits here:  https://newsletter.danielmiessler.com/upgrade Subscribe to the newsletter at: http...

Mar 04, 202541 minEp. 470

UL NO. 468 | TELOS Patterns, Apple 0-Day, Gumroad Replaces Developers with AI

Also: A new threat modeling framework for AI, an API security report, and being paralyzed by crisis Subscribe to the newsletter at: https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://x.com/danielmiessler Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information....

Feb 19, 202549 minEp. 468

UL NO. 467 | Why You Should Care About AGI (And a Definition)

Plus: DeepSeek's open database, Using o3 with Fabric, Chinese backdoors in health monitors, and much more... Subscribe to the newsletter at: https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://x.com/danielmiessler Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information....

Feb 07, 202526 minEp. 467

Writing Fiction With AI

I want to explore how AI can assist in fiction writing, especially using  open-source models that allow for greater control, creativity, and long-form storytelling. With tools like LM Studio and Hugging Face , we can download powerful AI models capable of maintaining story coherence, helping authors generate complex narratives, and even unlocking new storytelling possibilities . So, the idea is to create a structured approach to fiction writing with AI. By organizing story elements— c...

Feb 05, 202530 min

A Conversation with Alastair Paterson from Harmonic Security

In this conversation, I speak with Alastair Paterson, CEO and co-founder of Harmonic Security. We talk about: Harmonic Security’s Unique Approach to AI Data Protection: How Harmonic Security’s Zero-Touch Data Protection uses small language models to identify and prevent sensitive data leaks, differentiating it from traditional DLP solutions. Challenges of AI Adoption & Enterprise Security Risks: How enterprises are struggling to adopt Generative AI safely, as employees unknowingl...

Feb 04, 202530 min

UL NO. 466 | My Analysis and Prediction on the Deepseek Situation

Plus: The AI Vulnerability Glut, Remotely Hacking Subarus, Criticism of CVSS, the United Breach, and much more... ➡ Protect Against Bots, Fraud, and Abuse. Check out WorkOS Radar at workos.com/radar Subscribe to the newsletter at:  https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://twitter.com/danielmiessler Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler See you in the next one! Become a Member: https:/...

Jan 30, 202533 min

A Conversation with Faisal Khan from Vanta

In this episode, I speak with Faisal Khan, a GRC Solution Specialist at Vanta, about how their platform is transforming trust management for organizations. We talk about: Vanta as a Trust-Management Platform: How Vanta helps organizations build, scale, and showcase their security and compliance programs through automation, efficiency, and tools like the Trust Center. Key Features and Solutions Offered by Vanta: How Vanta’s integrations automate compliance checks, streamline vendor risk man...

Jan 28, 202539 min

UL NO. 465 | The SaaS Attack Vector, Project Stargate, and Undersea Cable Drones

also...Joseph goes independent, Perplexity's new search API, Stoicism's gift, and much more... Subscribe to the newsletter at:  https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://twitter.com/danielmiessler Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler See you in the next one! Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information....

Jan 26, 202521 minEp. 465

UL NO. 464 | AI Phishing Matches Humans, Under Sea Cable Cutter Patents, and Siri is About to Not Suck

also...Russia's actual playbook, CISA's new rating system, and everyone's doing robots now Subscribe to the newsletter at:  https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://twitter.com/danielmiessler Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler See you in the next one! Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information....

Jan 18, 202528 minEp. 464

UL NO. 463 | Launching 2025, US Soldier Data Leak, AI Agents Emerge, China's Global Spy Network, Robotaxis Now Safer Than Humans

Navigating AI's impact on work, the rise of transnational threats, a grim new reality in air travel, and how to harness the chaos of 2025 for personal and professional growth. Subscribe to the newsletter at:  https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://twitter.com/danielmiessler Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler See you in the next one! Become a Member: https://danielmiessler.com/upgrade ...

Jan 11, 202545 minEp. 463

UL NO. 462: Full-Face Mask Deceptions, VS Code Tunnel Hacks, Quiet AI Emergence at Apple, and Tokyo’s Three-Day Weekend Gamble

...plus building personal TELOS files, the ChatGPT Pro vs. Claude coding face-off, a human bird flu case in Louisiana, and ketones fighting Alzheimer’s. ➡  Make your app enterprise-ready and start selling to enterprise customers with WorkOS: workos.com Subscribe to the newsletter at:  https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://twitter.com/danielmiessler Follow on LinkedIn: https://www.linkedin.com/in/dani...

Dec 22, 202428 minEp. 462

How Much AI Do We Need? - My AI Industry Prediction

In this episode, Daniel Miessler explores how AI can transform our understanding of the present and create actionable paths for a better future. He talks about: The Current State, Desired State, and Transition in AI Applications : How AI frameworks can analyze the current state, define a desired state, and propose action plans to address challenges in education, climate, health, and beyond. The Infrastructure and Scale of AI : Why we’re only at the beginning of building the AI infrastructu...

Dec 11, 202428 min

UL NO. 459: New Active 0-day Exploitation, AI That Sees Your Open Apps, The RebootAI Project

A conversation with Rob Allen from ThreatLocker, UL's Black Friday sale, Finland's internet disrupted, and more... ➡️ Get Your Free Cloud Security Scan with Wiz: wiz.io/ul Subscribe to the newsletter at: https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://twitter.com/danielmiessler Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler See you in the next one! Become a Member: https://danielmiessler.com/upgrade See omnyst...

Nov 21, 202424 minEp. 459

A Conversation with Rob Allen from ThreatLocker

In this conversation, I speak with Rob Allen, Chief Product Officer at ThreatLocker . We talk about: ThreatLocker’s Unique Zero Trust Approach to Cybersecurity : How ThreatLocker’s "deny by default, permit by exception" methodology, along with automated application learning and built-in definitions for over 4,000 applications, simplifies allowlisting and enhances endpoint security. Innovations in ThreatLocker’s Control Features : How ThreatLocker’s ringfencing prevents un...

Nov 18, 202432 min

UL NO. 458: Ollama Vulnerabilities, Rating AI Using AI, The Mantis Hack-back Framework

My conversation with Jason Haddix from Flare, Google finds a Zero-Day with AI, Robot Dogs Protecting Mar-a-Lago, and more... Subscribe to the newsletter at: https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://twitter.com/danielmiessler Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler See you in the next one! Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information....

Nov 17, 202433 minEp. 458

A Conversation with Jason Haddix from Flare

Streamline Your Cybersecurity with Flare Here: https://try.flare.io/unsupervised-learning/ In this conversation, I speak with Jason Haddix, founder of Arcanum Security and CISO at Flare. We talk about: Flare's Unique Approach to Threat Intelligence: How Flare's capability to uncover compromised credentials and cookies from the dark web and private forums has been crucial in red team engagements. Challenges of Credential Theft and Advanced Malware Techniques: How adversaries utilize tools like th...

Nov 11, 202430 min

UL NO. 454: The First AI Breaches

AI Avatar Breaches, Gullibility is Vulnerability: Conspiracy is Threat, Caldera's New Plugin, and more... Try Out the ThreatLocker to take your security to the next level: https://www.threatlocker.com/ul Subscribe to the newsletter at: https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://twitter.com/danielmiessler Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler See you in the next one! Become a Member: https://danie...

Oct 18, 202435 minEp. 454

How My Projects Fit Together (Substrate, Fabric, Telos, Daemon, and Human 3.0)

This episode, "How My Projects Fit Together," is a follow-up to a previous post called "What I Am Doing & How It's Going". Here, Daniel Miessler addresses the most commonly asked questions: "I see all your projects, but what are they? How are they related?" He takes an individual look at his various projects (Substrate, Fabric, Telos, Daemon, and Human 3.0) and then how they work together to tackle big issues such as the lack of purpose and meaning in people's lives, preparing people for the...

Oct 15, 20241 hr 1 min

Human 3.0—The Skills & Mental Frames Required To Thrive In An AI World

Human 3.0 is here. In this conference for the United Nations, Daniel Miessler introduces the topic of Human 3.0 philosophy and the skills and mental frameworks needed to thrive in an AI-driven world. Learn about: - The future of work and the human 3.0 economy. - How AI will revolutionize startups and entrepreneurship. - How one-person billion-dollar companies are becoming a reality. - Creative expression and AI. - The importance of personal visibility and authenticity. - How to survive and thriv...

Oct 09, 202430 min

UL NO. 452: The New Hotness: NotebookLM

China prepping for kinetic using cyber?, Automatic podcast creation using NotebookLM, VM + AI, and more... Subscribe to the newsletter at: https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://twitter.com/danielmiessler Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler See you in the next one! Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information....

Oct 07, 202450 minEp. 452

NotebookLM Podcast: David Deutsch, Understanding, and AI

This is a NotebookLM podcast based on a long conversation I had with my AI, DARSA, on the topic of whether AIs truly understand things and/or are capable of creativity. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.

Oct 02, 202413 min