How Much AI Do We Need? - My AI Industry Prediction

How Much AI Do We Need? - My AI Industry Prediction

In this episode, Daniel Miessler explores how AI can transform our understanding of the present and create actionable paths for a better future.

He talks about:

The Current State, Desired State, and Transition in AI Applications:
How AI frameworks can analyze the current state, define a desired state, and propose action plans to address challenges in education, climate, health, and beyond.

The Infrastructure and Scale of AI:
Why we’re only at the beginning of building the AI infrastructure required for future demands, from GPUs and data centers to startups pushing the boundaries of what’s possible.

The Role of AI in Human and Organizational Development:
How AI can revolutionize personal lives, enhance businesses, and solve societal issues by gathering and analyzing massive amounts of contextual data to provide actionable insights.

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See you in the next one!

Chapters:

0:00 - Introduction to Unsupervised Learning Podcast
1:10 - Concept: Predicting AI Infrastructure Needs
3:45 - The Challenge of Predicting Technology vs Human Desires
6:20 - Exploring AI Infrastructure Metrics (GPUs, Data Centers, Startups)
8:55 - Philosophical Insight: Current State vs Desired State
12:15 - AI’s Role in Learning from the Past and Anticipating the Future
14:50 - Addressing Global Issues with AI (Education, Poverty, Climate)
18:30 - Transitioning from Current State to Desired State
22:05 - Context Gathering: Granularity and Technology Limitations
25:40 - AI's Impact on Individual and Family Contexts
29:10 - AI’s Potential in Business: Granularity and Cost
32:50 - Vision of Life OS and Personalized Assistance
36:15 - AI in Society: Predicting and Preventing Problems
40:00 - Infinite Context and the Scaling of AI Capabilities
44:30 - Predictions on AI Context Size and Infrastructure Demand
48:20 - The Importance of Understanding the Current State
52:10 - Conclusion

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Episoder(532)

UL NO. 422: To Survive AI, We Must Become Creators

UL NO. 422: To Survive AI, We Must Become Creators

Fabric Threat Models, An AI Worm, GitHub Auto-blocks, Long Covid IQ, and more… 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 LinkedN:https://www.linkedin.com/in/danielmiessler See you in the next one!Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

6 Mar 202420min

A Conversation With Ismael Valenzuela About AI and Threat Intelligence

A Conversation With Ismael Valenzuela About AI and Threat Intelligence

In this sponsored standalone episode I speak with Ismael Valenzuela, VP of Threat Research and Intelligence at Blackberry Cylance. We discuss: Modern Threat Intelligence The shifting attention of attackers GenAI attacks How defenders are adapting to AI attacks And many other topics Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

4 Mar 202445min

UL NO. 420: APTs using ChatGPT, Bugs Putin, The good side of AI jobs loss?, AI Monitoring Culture, AI patents, and more…

UL NO. 420: APTs using ChatGPT, Bugs Putin, The good side of AI jobs loss?, AI Monitoring Culture, AI patents, and more…

APTs using ChatGPT, Bugs Putin, The good side of AI jobs loss?, AI Monitoring Culture, AI patents, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

25 Feb 202423min

UL NO. 419: Problem Quality, 0-Day Spyware, LOTL, Ollama + OpenAI

UL NO. 419: Problem Quality, 0-Day Spyware, LOTL, Ollama + OpenAI

Two new agent types, Ollama's new API structure, $7 Trillion for chips, American satisfaction, and more… Read the episode online here.Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

12 Feb 202430min

UL NO. 418: DEFCON Moves, AnyCloudDesk, Ransomware Learnings, My Top AI Projects

UL NO. 418: DEFCON Moves, AnyCloudDesk, Ransomware Learnings, My Top AI Projects

My favorite 2 AI projects, US spending habits, and your security program is sh*t… 📢Sponsored by Kolide Kolide ensures that if a device isn't secure, it can't access your apps. Zero Trust auth for Okta that drives your Devices to 100% compliance.  Watch a DemoBecome a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

8 Feb 202427min

UL NO. 417: NSA's Broker Buys, AI-Assisted Attacks, Companies Only Want Killers

UL NO. 417: NSA's Broker Buys, AI-Assisted Attacks, Companies Only Want Killers

Companies Demand AI, Breach Overload, More Tech Layoffs, Chip Investment, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

8 Feb 202423min

A Conversation with Shil Sircar from BlackBerry Data Science

A Conversation with Shil Sircar from BlackBerry Data Science

In this episode of Unsupervised Learning, we talked to Shil Sircar. Shil is the Senior VP of Engineering and Data Science at BlackBerry, and we talked about: - Machine Learning in Cybersecurity - The Evolution from ML to Generative AI - Predictive vs. Generative Models - Preventive AI in Cybersecurity - The Cylance AI Platform - Attacker vs. Defender Dynamics - Temporal Advantage in Threat Detection - Synthetic Malware Generation - Behavioral Analysis for Cybersecurity - And the Future of AI in Cybersecurity So with that, here's our conversation with Sil Sircar… Dive deeper here: Product Page: CylanceAI by BlackBerry Blog: Riding the AI Waves: The Rise of Artificial Intelligence to Combat Cyber Threats Blog: AI in Cybersecurity: Hype vs. Help Video: As Cyberthreats Have Evolved, So Has the Need for AI Video: Real-world performance is the ultimate test for predictive AI Predictive AI in Cybersecurity: What Works and How to Understand It Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

29 Jan 202437min

UL NO. 416: Tracking AI Agent Activity, 400 SF Cameras, AI Sleeper Agents…

UL NO. 416: Tracking AI Agent Activity, 400 SF Cameras, AI Sleeper Agents…

Benign AI's "Many Eyes", OpenAI's Pentagon partnership, AI voice scams, Zuckerberg all-in on AGI, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

24 Jan 202423min

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