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Daniel Miessler

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.

Unsupervised Learning

➡ 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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https://danielmiessler.com/upgrade
 
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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

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A Conversation With Sarit Tager from Prisma Cloud

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

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
 
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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...

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:
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Join the UL community at:
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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...

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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Follow Marcus on LinkedIn:
 
https://www.linkedin.com/in/malwaretech/

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An AI Debate with Marcus Hutchins

UL NO. 486: STANDARD EDITION: Fully Automated AI Malware (Binary and Web), My Debate with Marcus Hutchins on AI, The 'Did You Notice?' Psyop, The METR AI Metric for Longterm Tasks, 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-486
 
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UL NO. 486 STANDARD EDITION: Fully Automated AI Malware (Binary and Web), My Debate with Marcus Hutchins on AI and more

STANDARD EDITION: Netflix RCE, My Current AI Stack, All-in on Claude Code, 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-485
 
Subscribe to the newsletter at:
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Join the UL community at:
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UL NO. 485: STANDARD EDITION: Netflix RCE, My Current AI Stack, All-in on Claude Code, and more...

UL NO. 484: STANDARD EDITION: OpenAI's Malicious AI Report, Disappointed with WWDC, AI's First Actual Science Breakthrough, 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-484
 
Subscribe to the newsletter at:
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Join the UL community at:
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UL NO. 484: STANDARD EDITION: OpenAI's Malicious AI Report, Disappointed with WWDC, AI's First Actual Science Breakthrough, and more...

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...
 
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-483
 
Subscribe to the newsletter at:
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Join the UL community at:
https://danielmiessler.com/upgrade
 
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Become a Member: https://danielmiessler.com/upgrade

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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...

Sponsored by Vanta. Vanta takes the busywork out of GRC so you can focus on what actually matters—improving your security, not chasing compliance. https://ul.live/vanta
 
This isn’t just another AI podcast. It’s about the deeper shift that’s happening in cybersecurity—away from individual tools and dashboards, and toward real-time, comprehensive world models of what we’re trying to protect or attack. I'll walk through how I came to this idea, what it means for security assessments, red teaming, vuln management, and beyond—and why context, not AI, is the actual revolution.
 
📽️Check out the full video here: https://youtu.be/UwTTcka1Wd8
 
Topics covered: 
Why the core problem in security is organizational knowledge 
Unified Entity Context (UEC) as the future architecture 
Modular, AI-augmented security stacks 
Why every attacker and defender will soon be running one 
How this flips the AI conversation on its head
 
If you care about where hacking, automation, and AI are headed—this is the blueprint.
 
📬Subscribe for updates about trends and ideas in Cybersecurity, National Security, AI, Technology, and Society👇🏼 
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👉🏻 X (Twitter): https://ul.live/x 
👉🏻 Instagram: https://ul.live/ig 
👉🏻 BlueSky: https://ul.live/bluesky 
👉🏻 LinkedIn: https://ul.live/li

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The Future of Hacking is Context

In this episode:
 
📚 Using Reflections to Compress LLM Context Data 
🎧 My Appearance on the Critical Thinking Podcast 
🍏 Apple's Critical Security Updates 
⌚ Suspicious Smartwatches Targeting Military Personnel 
🔥 Databricks Acquires Generative AI Company 
🌐 Cloudflare's Observatory Performance Monitoring Tool 
📺 LG Integrates AirPlay 2 and HomeKit into Hotel TVs 
💼 Remote Work as a Competitive Advantage for Small Tech Companies 
🐝 Beehiiv Raises $12.5 Million 🔍 AI Zoom Magic by Midjourney 
🇨🇳 China's Economic Countdown? 
🧠 Illusion of Moral Decline 
📸 Smartphone Domination in Photography 
💡 The Worst Intellectual Trait: NFC 
🌍 Climate Change vs. Familial Self-preservation Instincts 
🚢 Titanic Belief and Ignoring Danger

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NO. 388 — Context Reflections, Critical Thinking, China's Decline, and NFC

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