Unsupervised Learning

By Daniel MiesslerTechnology

Unsupervised Learning episodes

March 04, 2025 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...

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42 min
February 19, 2025 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

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50 min
February 07, 2025 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...

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26 min
February 07, 2025 Raycast is a Must in 2025 - The Only Tool You Need?
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 bookmarks and enabling custom search commands that let you bypass the browser for faster access.

Integrated Utilities and Window Management:
Discover how Raycast consolidates everyday tools—from color pickers and process killers to custom window arrangements—ensuring that all your essential utilities are just a keystroke away.

Advanced AI Integration:
Learn how Raycast’s innovative AI commands integrate with platforms like ChatGPT and Fabric, allowing you to interact with, summarize, and analyze web content directly from your command line.

Custom Commands and Productivity Hacks:
Daniel reveals his secrets for creating personalized hotkeys, snippets, and aliases that reduce friction in your digital workflow, making your daily tasks smoother and more intuitive.

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50 min
February 05, 2025 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—characters, setting, mystery, and plot—into a detailed text file ("Telus file"), we can guide AI models to produce high-quality, structured narratives. The goal is not to replace authors but to empower them with AI-assisted storytelling.

Who wants to experiment with this approach? Or does anyone know of better AI tools for fiction writing? With larger context models and improving AI capabilities, we might be close to AI-assisted novels that rival human-written stories!

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31 min
February 04, 2025 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 unknowingly expose sensitive data. The risks of shadow AI usage, and why visibility into AI applications is essential for organizations.

Harmonic’s Browser-Based Solution for Secure AI Adoption:

How Harmonic Security’s browser-based extension provides real-time monitoring and intervention, allowing enterprises to track AI adoption, prevent data leaks, and enforce security policies without disrupting productivity.

➡️ Get a DEMO and Take Advantage of Harmonic's GenAI Securely

ul.live/harmonic

➡️ Check out Harmonic's Data leakage report "From Payrolls to Patents"
ul.live/harmonic-data-leaked

00 Intro
00:12 Guest Introduction - Alistair and Harmonic Security
01:16 Background on Digital Shadows and Transition to Harmonic Security
02:50 The Impact of ChatGPT and Generative AI on Security
04:35 The Problem with AI Data Leakage and Enterprise Risks
06:20 The Evolution of Data Protection: From DLP to AI Readiness
08:45 The Challenge of Shadow AI in Enterprises
10:30 Understanding Harmonic Security's Zero-Touch Data Protection
12:15 How Harmonic Security Works - Browser Extension Overview
14:40 Detecting Sensitive Data in AI Prompts
16:50 Live Demo - Preventing Data Leaks in AI Chatbots
19:35 Visibility and Monitoring of AI Usage Across the Enterprise
22:10 Risk Classification and Training Data Considerations
24:05 Policy Enforcement and Customization Options
26:30 Future Developments - Expanding Coverage Beyond AI Apps
28:15 Final Thoughts and Where to Learn More

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30 min
January 30, 2025 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...

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34 min
January 28, 2025 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 management, and address industry standards like SOC 2, ISO 27001, and CMMC to save time and improve efficiency.

Future Directions and AI Integration:
How Vanta is expanding into new frameworks like the EU AI Act and leveraging AI to simplify compliance, optimize workflows, and address evolving trends in governance and security.
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40 min
January 26, 2025 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...

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22 min
January 18, 2025 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

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29 min

About Unsupervised Learning

From the publisher's feed

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.