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    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.

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    Copyright: © 2024 Daniel Miessler

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    Latest Episodes:
    A Conversation With Grant Lee CO-Founder & CEO At Gamma Sep 18, 2025
    Show notes

    ➡ Upgrade your presentations with Gamma, the best AI presentation maker: https://gamma.app

    In this conversation, I speak with Grant, co-founder of Gamma, about how their platform is transforming presentations and idea-sharing. Instead of starting with slides, Gamma helps you focus on the story first—then builds the visuals, structure, and delivery around it using AI.

    We talk about:

    From Slides to Stories
    Why presentations should begin with narrative flow and core ideas, not pre-existing slide templates. Gamma enables creators to design around the message rather than being trapped by the format.

    AI as Your Presentation Partner
    How Gamma acts like a personal design expert—adjusting layouts, visuals, and style in real time—similar to having a world-class presentation coach and designer by your side.

    Idea Propagation Beyond Slides
    Why Gamma isn’t just about “slides,” but about propagating ideas in the right medium: presentations, video overlays, mobile-first content, or even context-based imagery and clips.

    The Future of Gamma
    Where the platform is headed in the next few years, and how AI-driven storytelling will redefine the way we share ideas across industries.

    Subscribe to the newsletter:
    https://danielmiessler.com/subscribe

    Join the UL community:
    https://danielmiessler.com/upgrade

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    https://www.linkedin.com/in/danielmiessler

    Chapters:

    00:00 – Introduction to Unsupervised Learning
    00:17 – Welcome Grant and Gamma’s Background
    01:31 – AI Trends Driving Presentation Innovation
    03:20 – Story First: Rethinking Workflow Beyond Slides
    04:29 – Building Narrative Flow Before Design
    07:42 – Gamma as an AI Presentation Partner
    09:43 – What Gamma Does Differently from Other Tools
    12:27 – Idea Propagation: Matching Message, Medium, and Audience
    13:23 – Enhancing Presentations with Images, Clips, and Context
    15:15 – Current Graphics and Animation Options
    17:03 – Most Popular and Favorite Features in Gamma
    18:05 – What’s Coming Soon in Gamma
    19:08 – The Future of Idea Propagation with AI
    20:46 – Where to Learn More About Gamma
    21:21 – Closing Thoughts

    Become a Member: https://danielmiessler.com/upgrade

    See omnystudio.com/listener for privacy information.


    UL NO. 497: STANDARD EDITION | More NPM Shenanigans, I Open Sourced Kai, Blood Work Results, Finding Vulns in a 10-line Prompt, and more... Sep 10, 2025
    Show notes

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

    Read this episode online: https://newsletter.danielmiessler.com/p/ul-497

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    See omnystudio.com/listener for privacy information.


    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... Sep 05, 2025
    Show notes

    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...

    Read this episode online: https://newsletter.danielmiessler.com/p/ul-496

    Personal AI Video I'm so excited about

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    A Conversation with Michael Brown About Designing AI Systems Aug 22, 2025
    Show notes

    In this episode of Unsupervised Learning, I sit down with Michael Brown, Principal Security Engineer at Trail of Bits, to dive deep into the design and lessons learned from the AI Cyber Challenge (AIxCC). Michael led the team behind Buttercup, an AI-driven system that secured 2nd place overall.

    We discuss:

    -The design philosophy behind Buttercup and how it blended deterministic systems with AI/ML
    -Why modular architectures and “best of both worlds” approaches outperform pure LLM-heavy -designs
    -How large language models performed in patch generation and fuzzing support
    -The risks of compounding errors in AI pipelines — and how to avoid them
    -Broader lessons for applying AI in cybersecurity and beyond
    If you’re interested in AI, security engineering, or system design at scale, this conversation breaks down what worked, what didn’t, and where the field is heading.

    Subscribe to the newsletter at:
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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... Aug 21, 2025
    Show notes

    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

    Read this episode online: https://newsletter.danielmiessler.com/p/ul-494

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    A Conversation With Sarit Tager from Prisma Cloud Jul 29, 2025
    Show notes

    ➡ Prevent Risk At The Source with Cortex Cloud: https://www.paloaltonetworks.com/cortex/cloud/application-security

    In this sponsored conversation, I speak with Sarit Tager, VP of Product Management at Palo Alto Networks, about how Prisma Cloud and their new ASPM solution are transforming cloud and application security by unifying data and deeply integrating business context into AppSec workflows.

    We talk about:

    Unifying AppSec, Cloud, and SOC into One Data Lake
    How Palo Alto merged their products into a single system that consolidates runtime, code, identity, cloud, and SOC data, allowing for true context-aware risk prioritization and faster response times across the board.

    From Detection to Dynamic Prevention
    Why the future of application security isn’t just about discovering vulnerabilities, but enforcing smart, context-based guardrails during development, CI/CD, and build processes to prevent issues before they reach production.

    AI-Powered Insight and the Future of Secure DevOps
    How their system uses AI to analyze the full security posture, enrich findings, simulate attack paths, and recommend precise mitigations. The platform even helps guide security and engineering teams through better workflows, boosting velocity, and not blocking it.

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    Chapters:

    00:00 – Sarit’s Background and the Goal of Unifying Security Context
    01:50 – Building a Single Data Lake for Cloud, SOC, and AppSec
    04:28 – From Noise to Clarity: Fixing the Prioritization Problem in AppSec
    06:47 – Using Business Context to Drive Risk-Based Decisions
    10:18 – True App Ownership, Developer Velocity, and Aligning with Business Impact
    13:12 – Continuous Discovery and Bringing External Signals Into One View
    15:25 – Why App Grouping and Context-Rich Policies Increase Velocity
    17:58 – How Attackers Are Already Building Their Own Unified Context (UEC)
    20:45 – Prisma’s Control Points: IDE, PR, CI/CD, Image, Admission Control
    21:56 – Bringing In Data From External Scanners and Enriching Coverage
    24:23 – Ecosystem Signals, Query Language, and Intelligent Workflow Automation
    25:05 – Closing Thoughts: Security and Developers Working Together

    Become a Member: https://danielmiessler.com/upgrade

    See omnystudio.com/listener for privacy information.


    UL NO. 489: STANDARD EDITION | My personal toolchain updates, Google tracking through DuckDuckGo, Anthropic’s Pentagon Deal, Grok4 NSFW, Substack Crushes WSJ, and more... Jul 17, 2025
    Show notes

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

    Read this episode online: https://newsletter.danielmiessler.com/p/ul-489

    Subscribe to the newsletter at:
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    See omnystudio.com/listener for privacy information.


    UL NO. 488: STANDARD EDITION | Google Granting Confusing Access to Gemini, A New Favorite Creator, Russia's new Autonomous Drones, Claude Code Madness and Neovim Config, and more... Jul 10, 2025
    Show notes

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

    Read this episode online: https://newsletter.danielmiessler.com/p/ul-488

    Subscribe to the newsletter at:
    https://danielmiessler.com/subscribe

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    Become a Member: https://danielmiessler.com/upgrade

    See omnystudio.com/listener for privacy information.


    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... Jul 02, 2025
    Show notes

    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...

    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

    Read this episode online: https://newsletter.danielmiessler.com/p/ul-487

    Subscribe to the newsletter at:
    https://danielmiessler.com/subscribe

    Join the UL community at:
    https://danielmiessler.com/upgrade

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    Become a Member: https://danielmiessler.com/upgrade

    See omnystudio.com/listener for privacy information.


    An AI Debate with Marcus Hutchins Jun 26, 2025
    Show notes

    Marcus and I debate AIs capabilities from nearly polar opposite ends. He thinks it's basically autocomplete, and I think it's the most important tech we've ever built as humans.

    It was a fantastic, and very civil conversation, so thanks to Marcus for that, and we're already planning on Part 2.

    This two-hour discussion covers:

    🧠 The real risks of AI vs. the imagined ones
    🔐 How security researchers view AI's capabilities
    🤖 The blurry line between useful and dangerous automation
    ⚖️ Bias, alignment, and who gets to control intelligence
    📉 Whether AI might ultimately collapse under its own complexity

    Marcus Hutchins is best known for stopping the WannaCry ransomware attack and brings a sharp, skeptical perspective to AI.

    Marcus' Website: https://marcushutchins.com

    Watch the interview on YouTube: https://youtu.be/I9-iD_rLRjA

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    https://www.linkedin.com/in/malwaretech/

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    Previous 1 2 3 4 5 55 Next

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