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    News

    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:
    Microsoft Fires DEI Team & The Correct Approach To Diversity Aug 27, 2024
    Show notes

    Microsoft Lays Off DEI Team — Microsoft laid off its diversity, equity, and inclusion team, saying DEI is "no longer business critical." MORE

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    See omnystudio.com/listener for privacy information.


    UL NO. 446: AI Ecosystem Components, MS 0-Days, Iranian Campaign Hacks… Aug 22, 2024
    Show notes

    Political deepfakes are here, Grok2 is insane, weakness vs. evil, and more…

    Check out ThreatLocker to secure your data:

    threatlocker.com/ul

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

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

    See you in the next one!

    Discussed in this episode:

    Intro (00:00:00)
    Migration to Go (00:01:45)
    Aphorisms and AI Models (00:03:09)
    Peter Thiel and Joe Rogan Discussion (00:04:12)
    Thiel's Intellectual Approach (00:05:15)
    Thiel's Complexity (00:07:25)
    Community Libraries (00:11:13)
    AI Model Ecosystems (00:12:12)
    Microsoft Security Flaws (00:13:15)
    Russian Cyber Campaign (00:13:45)
    Taiwan Strait Drone Strategy (00:14:24)
    Offensive AI Research (00:14:45)
    Cyber Attacks on Iranian Banks (00:15:21)
    Trump's Fake Image Controversy (00:15:21)
    Deepfakes and Misinformation (00:16:16)
    Potential for Crisis from Misinformation (00:18:24)
    Iranian Hacking Campaigns (00:19:31)
    China's Cyber Spies (00:20:22)
    AI Image Generation Chaos (00:20:22)
    AI in Comedy (00:21:28)
    Deepfake Comedy Integration (00:22:40)
    Future of Deepfake Comedy (00:23:28)
    San Francisco's Software Ban (00:23:28)
    China's Manufacturing Crisis (00:24:25)
    Venture Capital Trends (00:25:30)
    Gen Z Unemployment Trends (00:28:24)
    Impact of Technology on Childhood (00:29:28)
    Dopamine Levels and Boredom (00:32:22)
    Privilege of Stable Households (00:34:23)
    Market for Content Authenticity (00:35:24)
    Weakness vs. Evil (00:35:24)
    Fabric Integration with Raycast (00:36:25)
    Eric Schmidt's Honest Interview (00:37:59)
    AI as Augmentation Technology (00:38:63)
    Live Coding Demonstration (00:39:57)
    The Importance of AI Awareness (00:41:08)
    Aphorism of the Week (00:41:29)

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

    See omnystudio.com/listener for privacy information.


    Introducing Substrate—An Open-source Framework for Human Understanding, Meaning, and Progress Aug 09, 2024
    Show notes

    This episode introduces Substrate—An Open-source Framework for Human Understanding, Meaning, and Progress.

    Substrate is a crowdsourced project designed to enhance understanding, communication, and action in order to move humanity forward.

    Read the Article:
    📃 https://danielmiessler.com/p/introducing-substrate

    TOPICS:
    Introduction to Substrate (00:00:00)
    Components of Substrate (00:01:18)
    GitHub Repository Overview (00:02:33)
    Purpose of Substrate (00:04:36)
    Argument Visualization Example (00:05:32)
    Graphical Representation of Arguments (00:07:55)
    Trust in Sources (00:09:56)
    Strengthening Discussions (00:10:57)
    Real-World Use Cases (00:11:54)
    Describing Yourself with Substrate (00:12:55)
    Learning About Others (00:14:54)
    Visualizing Arguments and Claims (00:15:51)
    Transparency in Evaluating Claims (00:17:59)
    The Tiny Teapot Claim (00:18:54)
    Substrate Plus AI (00:20:04)
    Automating Science Workflows (00:21:16)
    Monitoring Crime and Corruption (00:24:21)
    Leadership Accountability (00:29:49)
    Companies as Graphs of Algorithms (00:31:56)
    Future State Optimization (00:35:47)
    Understanding Security Assessment (00:36:41)
    Optimizing Processes with AI (00:37:46)
    The Purpose of Substrate (00:38:49)
    AI's Role in Substrate (00:39:56)
    Want to Be Involved? (00:39:56)

    REFERENCED RESOURCES:

    My 9,000-word Illustrated Essay on Where I Think AI is Heading
    🔥 https://danielmiessler.com/p/ai-predictable-path-7-components-2024

    The Substrate Project:
    ⚙️ https://github.com/human-substrate

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    🤝🏻https://danielmiessler.com/upgrade

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    See omnystudio.com/listener for privacy information.


    UL NO. 444: Pizza Meter Intelligence, China Bypasses Bans, Securing AWS Secrets… Aug 09, 2024
    Show notes

    What to expect at Blackhat/DEFCON, Identifying Explosives, OpenAI's new models, Llama 4 Timeline, and more…

    ➡ Check out Vanta and get $1000 off:
    vanta.com/unsupervised

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

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    https://twitter.com/danielmiessler

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

    See you in the next one!
    Discussed in this episode:
    Intro (00:00:00)
    OSINT and the Pizza Index (00:01:08)
    Agent Framework Development (00:02:12)
    State of Cybersecurity (00:04:08)
    Critical Security Vulnerabilities (00:05:27)
    Ransomware Trends (00:06:25)
    Data Breach Costs (00:07:29)
    AI Developments (00:08:40)
    California AI Regulation (00:09:42)
    OpenAI's GPT-4 Launch (00:11:01)
    Tech Company Updates (00:12:03)
    Shifts in Workforce Dynamics (00:13:07)
    Prisoner Swap News (00:17:06)
    Shark AI Model (00:18:03)
    Dementia Prevention Insights (00:19:03)
    Genetics of Self-Control (00:20:12)
    Name and Appearance Study (00:20:12)
    Alzheimer's Disease Research (00:20:12)
    Dungeons and Dragons Rulebooks (00:20:12)
    Novelists Writing Bug Reports (00:21:22)
    Recent UBI Study Analysis (00:21:22)
    Free-Range Kids Initiative (00:21:22)
    Discovery Farm Bot (00:22:13)
    Super Memory AI (00:22:13)
    Avi Shipman's AI Pendant (00:22:13)
    Installing Fabric (00:22:13)
    Fleet Open Source Tool (00:22:13)
    SOC2 Policy Templates (00:22:13)
    Clutch Security Platform (00:22:13)
    Black Hat Reminder (00:23:48)
    Aphorism of the Week (00:23:48)

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

    See omnystudio.com/listener for privacy information.


    Scaling Misinformation With AI Aug 07, 2024
    Show notes

    Daniel Miessler discusses how AI can grow the number of elite propagandists and hackers employed by foreign intelligence agencies.

    Discussed in this video:

    AI-Enhanced Software and Disinformation (00:00:00)
    Russia utilizes AI software, Millio Radar, to create sophisticated fake personas for disinformation.

    Concerns About AI Sophistication (00:01:12)
    The increasing capabilities of AI could enable enemies to manipulate information on a massive scale.

    Shift from Block List to Allow List (00:02:30)
    The internet may need to transition to an allow list system to combat overwhelming disinformation.

    Risks for Ordinary Individuals (00:03:44)
    Regular users, especially the less tech-savvy, are at high risk of falling victim to manipulation online.

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

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    https://danielmiessler.com/upgrade

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    See you in the next one!

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    See omnystudio.com/listener for privacy information.


    UL NO. 443: North Korean Co-workers, UBI Failure?, AI-Groupthink, GPS Spoofing… Aug 05, 2024
    Show notes

    Switzerland goes open source, Google keeps cookies, DJI not cancelled, Alzheimer's spray, and more…

    ➡ Check out Vanta and get $1000 off:
    vanta.com/unsupervised

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

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

    See you in the next one!
    Discussed in this episode:

    Intro (00:00:00)
    Job Loss and Career Change (00:01:42)
    Self-Worth in the Job Market (00:02:55)
    The Need for Kindness (00:03:54)
    North Korean Cybersecurity Threat (00:04:57)
    GPS Spoofing Risks (00:07:11)
    Malicious Acts Disrupting Transportation (00:08:10)
    Google's Cookie Policy Change (00:09:19)
    AI's Impact on the Job Market (00:10:30)
    Generative AI and Creativity (00:11:32)
    Concerns Over AI Influence (00:12:50)
    Switzerland's Open Source Law (00:15:08)
    Waymo vs. Tesla in Self-Driving (00:16:07)
    Hiring Practices in Tech Companies (00:17:07)
    Declining U.S. Birthrate (00:18:11)
    Universal Basic Income (00:18:11)
    Building a Star Team (00:19:48)
    Overcoming Disadvantages (00:23:06)
    Distribution of Talent (00:24:07)
    Southwest Airlines Policy Change (00:25:16)
    Economic Stress in America (00:26:32)
    Breakthroughs in Medicine (00:27:45)
    Conspiracy Theories in Politics (00:28:32)
    Humanizing Political Differences (00:30:00)
    Lessons from "The Righteous Mind" (00:31:16)
    The Importance of Empathy (00:32:17)

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

    See omnystudio.com/listener for privacy information.


    A Conversation with Christine Gadsby from BlackBerry Aug 05, 2024
    Show notes

    In this conversation, I speak with Christine Gadsby, Head of Product Security Operations Team at BlackBerry.

    We talk about:

    The Role of AI in Cybersecurity:

    AI's real advancements, practical applications, and associated challenges, moving beyond the hype.

    Enhancing Incident Response and Threat Hunting

    Christine highlights AI's significant impact on enhancing incident response and threat hunting, how AI quickly analyzes vast data to identify Indicators of Compromise (IoCs), automates routine tasks, and improves decision-making with actionable insights.

    The Evolution of Blackberry in Cybersecurity

    Christine discusses Blackberry's shift from mobile devices to cybersecurity, emphasizing their focus on highly regulated environment and how the acquisition of Silence brought advanced AI capabilities, enhancing their security solutions.


    Among other topics.


    Intro (00:00:00)
    AI in Cybersecurity: Hype or Reality? (00:00:06)
    Incident Response and Threat Hunting (00:01:12)
    Automation in Security Programs (00:02:08)
    Industry-Specific AI Needs (00:03:20)
    AI's Role in Regulated Environments (00:04:23)
    Blackberry's AI Integration (00:04:50)
    Perceptions of Blackberry's Evolution (00:06:51)
    Trust in Vendor Relationships (00:09:11)
    AI's Potential in Monitoring (00:11:12)
    Challenges of Staffing in Cybersecurity (00:13:18)
    Staff Turnover in Cybersecurity (00:13:54)
    Burnout and Job Satisfaction (00:14:18)
    Hiring Challenges in Security (00:15:17)
    Confusion in Cyber Job Market (00:16:10)
    Job Changes Among Cyber Leaders (00:17:10)
    Outsourcing Security Functions (00:18:09)
    Pressure from Boards (00:18:57)
    Evolving Security Needs (00:19:40)
    Human Element in Cybersecurity (00:20:46)
    Talent Pipeline Issues (00:21:40)
    Challenges of Smaller Companies (00:22:32)
    Job Satisfaction and Workload (00:24:03)
    Pressure Cooker Environment (00:24:43)
    Crypto Attacks Resurgence (00:26:16)
    Crypto Mining Discussion (00:26:33)
    APT 32 Insights (00:27:22)
    Employee Training Importance (00:28:41)
    Indicators of Crypto Mining (00:29:45)
    Detection Challenges (00:30:30)
    Normal System Behavior (00:32:13)
    Looking Ahead to 2025 (00:32:44)
    *Supply Chain Pressures (00:35:08)
    Arms Race in Security (00:35:27)
    Liability Hot Potato (00:36:27)
    Managed Services Growth (00:36:44)
    Cyber Insurance Trends (00:37:52)
    CISO Evolution (00:39:10)
    The Importance of Trust in Supply Chain (00:39:56)
    Predictions for Cybersecurity Roles (00:40:46)
    Following Blackberry's Work (00:41:00)
    Networking and Future Conversations (00:41:05)
    Conclusion (00:41:37)

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

    See omnystudio.com/listener for privacy information.


    UL NO. 442: Crowdstrike Analysis, Cannabis=Soma?, NK Github SE, AI Weaponry Jul 24, 2024
    Show notes

    Chinese Solar Builds, DOJ Domain Seizures, Scattered Spider Arrest, Kaiser AI, and more…

    ➡ Check out Vanta and get $1000 off:
    vanta.com/unsupervised

    Subscribe to the newsletter at:
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    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!
    Discussed in this episode:
    Intro (00:00:00)
    CrowdStrike Incident Discussion (00:01:49)
    Threat Actor and Social Engineering (00:03:49)
    AI Weapons for Ukraine (00:04:56)
    China's Energy Expansion (00:06:09)
    Foreign Influence and Disinformation (00:07:30)
    AI Race and China's Restrictions (00:08:33)
    Healthcare Innovations with AI (00:10:20)
    Nvidia's Potential Losses (00:11:19)
    Google's URL Shortening Service Shutdown (00:14:36)
    Tech Startup Challenges (00:14:36)
    Meta Analysis on Toothbrushing (00:16:43)
    Young Adulthood and Happiness Crisis (00:17:53)
    AI's Impact on Employment (00:19:08)
    The Impact of UBI on Ambition (00:20:11)
    The Nature of Ambition (00:21:18)
    Cultural Influence on Drive (00:23:14)
    Addressing Societal Issues (00:24:16)
    Mental Models for Success (00:24:16)
    Cannabis and Mediocrity (00:25:25)
    Conspiracy Culture Commentary (00:26:28)
    AI in Security (00:27:39)
    Silicon Valley Political Movements (00:27:39)
    Discovery Dilemma Tool (00:28:52)
    Emergency Preparedness (00:28:52)
    Constructive Political Conversations (00:29:48)
    Finding Common Ground (00:30:49)
    Wisdom in Silence (00:31:43)

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

    See omnystudio.com/listener for privacy information.


    UL NO. 441: Substrate, OpenAIs AGI Levels, US Literacy Rates Jul 21, 2024
    Show notes

    HackerCamp Approaches, Introducing Substrate, Kaspersky--, Exim/Gitlab Vulns, Personal/Business Branding, and more…

    ➡ Check out the Autonomous IT Podcast:
    https://community.automox.com/autonomous-it-podcasts-144

    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!


    Discussed on this episode:

    Intro (00:00:00)
    AGI Definitions (00:01:29)
    Pinnacle Human Employees (00:02:36)
    Transition to ASI (00:03:18)
    Dynamic Content Summaries (00:03:48)
    Deepfakes in Education (00:04:43)
    AI and Disinformation (00:09:04)
    Manipulation and Inequality (00:11:01)
    Internet Trust and Content Verification (00:11:01)
    Concerns Over AI's Impact on Society (00:12:09)
    OpenAI's AGI Levels (00:13:08)
    AI Startups and Future Predictions (00:15:24)
    Technological Innovations (00:16:24)
    Literacy Crisis in the U.S. (00:17:29)
    Public Reaction to Health Risks (00:18:35)
    Search for Extraterrestrial Life (00:19:19)
    Exoplanets and the Drake Equation (00:19:37)
    VCs in Medical Practices (00:19:57)
    Conspiracies and Failures (00:20:48)
    Therapy and Rumination (00:20:57)
    Discovery Fluff on Lambda (00:21:12)
    Securing Workflows with GitHub Actions (00:21:22)
    Employee Disposability (00:21:32)
    Correlation of Smoking and Lung Cancer (00:21:48)
    AI in Satellite Imagery (00:22:04)
    Git Commits Insights (00:22:49)
    Check on Friends (00:23:12)
    Judgment as a Key Skill (00:23:22)

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

    See omnystudio.com/listener for privacy information.


    UL NO. 440: RAID (Real World AI Definitions) Jul 11, 2024
    Show notes

    Twillio API Dump, North Korea Russia, Funny AI Memes, and more…

    ➡ Check out Vanta and get $1000 off:
    vanta.com/unsupervised

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

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    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!

    Discussed on this episode:

    Intro (00:00:01)
    Rebranding of Al Qaeda (00:01:06)
    Reading Alex Ramos's Business Books (00:01:14)
    Supporting a Struggling Army Veteran (00:01:54)
    In-person Sessions with Entrepreneurs (00:02:36)
    Real World AI Definitions Resource (00:03:00)
    Defining AI (00:04:08)
    Machine Learning Definition (00:06:15)
    Prompt Engineering (00:08:18)
    Retrieval Augmented Generation (00:09:22)
    AI Agent Definition (00:10:20)
    Chain of Thought (00:11:30)
    Prompt Injection vs. Jailbreaking (00:12:23)
    Artificial General Intelligence (00:13:24)
    Sample Efficient AI (00:14:26)
    Levels of AGI (00:15:25)
    Artificial Super Intelligence (00:17:21)
    The Levels of AI (00:19:40)
    Real World AI Definitions (00:21:49)
    Cloudflare's New Tool (00:23:51)
    Emerging AI Capabilities (00:26:00)
    Technology and Business Updates (00:27:54)
    Impact of AI on Society (00:32:12)
    Ground News Recommendation (00:34:29)
    Aphorism of the Week (00:34:29)

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

    See omnystudio.com/listener for privacy information.


    Previous 1 8 9 10 11 12 55 Next

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