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
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...
➡ Get full visibility, risk insights, red teaming, and governance for your AI models, AI agents, RAGs, and more—so you can securely deploy AI powered applications with ul.live/mend
In this episode, I speak with Bar-El Tayouri, Head of AI Security at Mend.io, about the rapidly evolving landscape of application and AI security—especially as multi-agent systems and fuzzy interfaces redefine the attack surface.
We talk...
In this episode, I break down what I believe is the emerging structure of the AI-powered world we're all building—consciously or not. I call it the “Four A’s”: Assistants, APIs, Agents, and Augmented Reality. This framework helps make sense of recent developments and where it’s all headed.
I talk about:
1. Digital Assistants That Understand and Optimize Your Life
Your DA (like “Kai”) wil...
In this episode, I walk through a Fabric Pattern that assesses how well a given model does on a task relative to humans. This system uses your smartest AI model to evaluate the performance of other AIs—by scoring them across a range of tasks and comparing them to human intelligence levels.
I talk about:
➡ 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...
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
Read more
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 a...
➡ 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 b...
STANDARD EDITION: Signal OPSEC, White-box Red-teaming LLMs, Unified Company Context (UCC), New Book Recommendations, Single Apple Note Technique, and much more...
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➡ 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 ...
STANDARD EDITION: 28 Open Cyber Jobs, Real-world AI Propaganda Poisoning, MCP Explained, Cline vs. Windsurf, and more...
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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 dem...
STANDARD EDITION: Cyber Standing Down, China's Innovation Burst, PC vs. NPC, Why AI Can't Understand, and more...
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http...
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://news...
Also: A new threat modeling framework for AI, an API security report, and being paralyzed by crisis
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Plus: DeepSeek's open database, Using o3 with Fabric, Chinese backdoors in health monitors, and much more...
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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 ...
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 ...
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
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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&rsqu...
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