Unsupervised Learning

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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.

Latest Episodes:

UL NO. 439: Humans vs. AI in Prediction Markets Jul 04, 2024

Show notes

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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See omnystudio.com/listener for privacy information.

UL NO. 438: Confusion is a Muse Jun 27, 2024

Show notes

Sonnet 3.5 Support in Fabric, CISA AI Tabletop exercise, Kaspersky ban, China Invasion Scenario, Langchain disilussionment, 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:
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https://www.linkedin.com/in/danielmiessler

See you in the next one!

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)

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

See omnystudio.com/listener for privacy information.

UL NO. 437: My List of Hard-won Life Lessons Jun 21, 2024

Show notes

New AUGMENTED Course Date, 3 New Essays, Disgruntled deletions, Scale and Merit, Russia moves to Yuan, 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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Join the UL community at:
https://danielmiessler.com/upgrade

Follow on X:
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Follow on LinkedIn:
https://www.linkedin.com/in/danielmiessler

See you in the next one!

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

See omnystudio.com/listener for privacy information.

UL NO. 436: Thoughts on the Future of AI & Societal Stability Jun 14, 2024

Show notes

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

➡ Check out Kolide:
kolide.com/unsupervisedlearning

Subscribe to the newsletter at:
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See you in the next one!

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

See omnystudio.com/listener for privacy information.

A Conversation with Abhishek Agrawal from Material Security Jun 07, 2024

Show notes

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)

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

See omnystudio.com/listener for privacy information.

UL NO. 435: Making New Things is Post-AI Safety Jun 07, 2024

Show notes

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

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

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!

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

See omnystudio.com/listener for privacy information.

UL NO. 434: Can You Articulate Yourself in 50 Words? Jun 01, 2024

Show notes

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:
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!

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

See omnystudio.com/listener for privacy information.

UL NO. 433: China's Flawed Strategy May 29, 2024

Show notes

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

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

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!

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

See omnystudio.com/listener for privacy information.

A Conversation with Mike Privette from Return on Security May 24, 2024

Show notes

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)