Unsupervised Learning

Unsupervised Learning

By Daniel MiesslerTechnology
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Unsupervised Learning episodes

  • UL NO. 440: RAID (Real World AI Definitions)

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

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    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)

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    36 min
  • UL NO. 439: Humans vs. AI in Prediction Markets

    Project Metaculus, SSH and Juniper 0-Day, China v. Taiwan, R1 Leaks, and more…

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    Discussed in this episode:

    Updates on Courses and Fabric Introduction (00:00:43)
    Cracking Trump's Popularity and Security Vulnerabilities (00:01:48)
    Snowflake Data Breach and AI Security Concerns (00:02:42)
    APT29 Breach and Consulting Firms' Embrace of AI (00:04:58)
    AI Forecasting and Chinese Models' Performance (00:06:04)
    Impact of AI on Vulnerability Research and Automation (00:11:25)
    New Features in AI Frameworks and Podcast Recommendations (00:14:26)
    Reflections on Waymo Experience and Epictetus' Aphorism (00:15:26)

     

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    19 min
  • UL NO. 438: Confusion is a Muse

    Sonnet 3.5 Support in Fabric, CISA AI Tabletop exercise, Kaspersky ban, China Invasion Scenario, Langchain disilussionment, more…

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    Discussed on this episode:

    Introduction (00:00:00)

    Augmented V2 Registration (00:01:37)

    Fabric Update and Sonnet 35 (00:01:56)

    Personal Development and Authenticity (00:03:17)

    Failures and Authentic Pursuits (00:04:32)

    Chasing Personal Goals (00:05:30)

    Articulating and Emoting (00:07:35)

    Security Updates (00:08:33)

    Tech Industry Developments (00:09:44)

    Results as a Service (00:13:11)

    Intelligence as a Service (00:14:21)

    Structured Output from LMMS (00:16:38)

    Innovative Projects (00:17:42)

    Kludgy first generation AI frameworks (00:18:47)

    Building a dependable AI stack (00:20:06)

    Results as a service and trust in AI (00:21:34)

    Solar energy vs. nuclear power (00:22:36)

    Smartphone-free schools and societal impact (00:25:02)

    Sun exposure and its health effects (00:26:04)

    Intelligence collection and analysis (00:29:26)

    Future of AI and automation (00:31:32)

    Tech tools and discoveries (00:33:33)

    Stoicism and gratitude (00:34:53)

     

     

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    37 min
  • UL NO. 437: My List of Hard-won Life Lessons

    New AUGMENTED Course Date, 3 New Essays, Disgruntled deletions, Scale and Merit, Russia moves to Yuan, and more…

    ➡ Check out the Autonomous IT Podcast:
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    28 min
  • UL NO. 436: Thoughts on the Future of AI & Societal Stability

    When SuperIntelligence? Apple's WWDC updates, new Fabric pattern, GPT-4 Hacking Paper, China/Russia Using OpenAI for Misinformation, and more…


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    54 min
  • A Conversation with Abhishek Agrawal from Material Security

    In this conversation, I speak with Abhishek Agrawal, co-founder and CEO of Material Security.

    We talk about:

    - Material's Security innovative approach to email security by not just preventing unauthorized access but also containing damage from potential breaches.

    -Abhishek's background in data infrastructure at Dropbox and how product mangers can become successful CEOs due to their cross-functional expertise. 

    - The need for customized security measures for different organizations, the role of AI in detecting email threats, the importance of single-tenant environments for sensitive customers and the potential risk of default settings in productivity suites like Google Workspace.

    Among other topics. 

    Abhishek's Background and Material Security (00:00:00)
    Email Security and Productivity Suite (00:01:01)
    Geographical Connection and Coffee Meetup (00:02:06)
    Product Managers as CEOs and Co-founders (00:02:59)
    Empowering Product Managers (00:05:01)
    Product Management and Marketing Importance (00:08:04)
    Email as a Content Repository (00:09:39)
    Securing Email Content (00:11:03)
    Data Protection for Email (00:12:10)
    Redacting and Canaries (00:12:57)
    Email Security vs. Data Security (00:14:53)
    Abuse Cases and Control Layers (00:17:32)
    Mailbox Compromise and Lateral Movement (00:17:39)
    Threat Scenario Analysis (00:20:15)
    Language Models for Detection (00:22:19)
    Optimism in AI Tools for Defense (00:24:34)
    Customized Detection Categories (00:25:52)
    Security Controls Trend (00:26:20)
    Security Concerns for Law Firms (00:27:07)
    Email Copy Distribution (00:27:24)
    API-Based Integration (00:29:08)
    Monitoring LM Functionality (00:30:42)
    Threat Intelligence and Detection (00:32:54)
    Product Design Philosophy (00:35:56)
    Data Protection (00:38:01)
    Flexibility in Deployment (00:39:26)
    Main Products (00:40:33)
    Posture Management (00:44:01)
    Broadening Product Coverage (00:48:49)
    Google Workspace Threat Detection (00:50:05)
    Challenges with CSP (00:51:13)
    Contextual Intelligence (00:52:02)
    Balancing Depth and Breadth (00:53:15)
    Learning about Material (00:53:40)

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    55 min
  • UL NO. 435: Making New Things is Post-AI Safety

    Jason Haddix's AI Course, Microsoft Recall analysis, exercise erasing trauma, AI and the jobs problem…

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    25 min
  • UL NO. 434: Can You Articulate Yourself in 50 Words?

    NetworkChuck's Fabric Video, Algorithms Replace Degrees, AI Transparency, New Grad Difficulty, Windows Goes Full AI, and more…

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

    Subscribe to the newsletter at: 
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    28 min
  • UL NO. 433: China's Flawed Strategy

    A new book, A new Fabric pattern, Autonomous fighter jets, Friend trips, and more…

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    10 min
  • A Conversation with Mike Privette from Return on Security

    In this conversation, I speak with Mike Privette. Mike is the CISO and Cybersecurity Economist at Return on Security.

    We discuss:
    - The economic impact of COVID-19, the shift from prioritizing growth to operational efficiency, and the subsequent market crash and rebound in 2024.

    - The rise of AI in application security, the importance of trust and safety, and the potential for AI to enhance personal digital sovereignty. 

    -The changing dynamics of startups, venture capital, and private equity in the cybersecurity space. 

    Among many other topics.

    Introduction and Guest Welcome (00:00)
    Return on Security's audience (01:53)
    Economic trends in cybersecurity & COVID-19 (05:59)
    Shift towards operational efficiency in cybersecurity companies (09:39)
    Current cybersecurity trends and rebound effects (13:23)
    Application Security and AI (15:05)
    The Evolution of AI Security Companies (16:09)
    Trust and Safety in Cybersecurity & Discussing Deepfake videos (17:03)
    Validation of Ground Truth (19:18)
    Personal and corporate security from AI (20:31)
    Continuous Defender and AI Filtering (21:31)
    Validation of True Content to combat misinformation (23:23)
    AI for News Reports and Corporate Communications (26:16)
    The Future of AI Security (27:11)
    The trend of personal digital sovereignty (31:03)
    Private equity vs. VC vs. startups (33:36)
    Operational efficiency and the future of startups (36:29)
    Cybersecurity industry trends and data science (43:36)
    The Universal Dashboard concept (45:15)
    Sharing knowledge and connections (45:42)
    Check Out Return on Security (45:58)

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    47 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.

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