How Much AI Do We Need?  (Answer: Weve Only Just Begun) @unsupervised-learning
How Much AI Do We Need?  (Answer: Weve Only Just Begun)  @unsupervised-learning
Uploaded December 2024 | Updated September 2026, 3 weeks ago
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.

Subscribe to the newsletter at:
danielmiessler.com/subscribe

Join the UL community at:
danielmiessler.com/upgrade

Follow on X:
twitter.com/danielmiessler

Follow on LinkedIn:
linkedin.com/in/danielmiessler

See you in the next one!

Chapters:

0:00 - Intro
0:24 - The Limits of Predicting Technology and Human Desires
1:07 - Focus on AI Infrastructure and Human Demand
2:06 - The Question: How Much AI Infrastructure Do We Need?
3:20 - What Are We Trying to Do with AI?
4:06 - Learning from the Past and Anticipating the Future
4:41 - Moving from Current State to Desired State
5:39 - Actions to Transition Between States
6:52 - The Granularity of Understanding Current States
8:00 - Telemetry: Capturing Data About Humans and Environments
9:00 - State of Humans, Families, and Businesses
10:32 - The Cost and Scale of Data Collection
11:27 - Humans’ Desire for Improvement and AI’s Role
12:03 - Lack of Context and Its Impact on Decisions
13:13 - The Future of AI: Infinite Context and Recommendations
14:33 - AI's Role in Personal Decision Making
16:00 - Infrastructure Needed to Support AI's Growing Context
17:04 - Examples of AI for Creative and Business Tasks
18:33 - AI and the Monitored State of the World
21:03 - The Role of Demand in Advancing AI Capabilities
23:10 - Transitioning to the Desired State with AI Planning
24:28 - Predictions About the Growth of AI Context and Infrastructure
27:18 - Final Thoughts on AI Infrastructure and Its Demand
How Much AI Do We Need?  (Answer: Weve Only Just Begun)A Conversation With Jeremy EplingTrumps New Robot Security DogsDebating AI with Marcus Hutchins: Part 1Unified Entity Context: The AI Stack Everyone is Building Without Realizing ItWall Street Journal on Small StartUpsWatch Out For This New Type Of ScamThe AI Bubble is Real, But Not The Way Most ThinkA Conversation With Brian VecciHow to give your Claude Code agents custom Eleven Labs voicesA Conversation With Harish PeriAIMM: A model for thinking about AI and Work
Unsupervised Learning |

How Much AI Do We Need? (Answer: We've Only Just Begun)

SHARE TO X SHARE TO REDDIT SHARE TO FACEBOOK WALLPAPER