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In this groundbreaking episode, I’m joined by Dr. Marcus Weller — visionary entrepreneur, inventor, and CEO of DeepInvent.ai — to explore how AI can accelerate the pace of human innovation for the benefit of all. Deep Invent’s AI platform can generate patent-ready ideas in minutes, identify untapped “white space” in any field, and even improve its own architecture. Learn about The Deep Invent for Good contest — $10,000 for the best open-sourced invention to benefit humanity (closes August 21, 2025).
We discuss:
- How AI is moving beyond data analysis to creative invention
- Why embedding human cognitive heuristics into AI changes the game
- The Deep Invent for Good contest — $10,000 for the best open-sourced invention to benefit humanity
- Ethical guardrails to ensure innovations serve people and planet
- How to make AI innovation more energy-efficient and sustainable
You’ll also hear inspiring real-world examples of AI-generated inventions, from augmented reality e-readers to sustainable tech breakthroughs.
Links & Resources
- Deep Invent for Good -- Learn more and enter to win the contest: https://deepInvent.ai (closes August 21, 2025)
- Follow Dr. Marcus Weller on LinkedIn: https://www.linkedin.com/in/marcusweller/
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TIME STAMPS / CHAPTERS:
00:00 – Introduction
01:05 – Meet Dr. Marcus Weller
Early curiosity, tinkering with appliances, and the movie Short Circuit
03:45 – How AI Becomes a Creative Partner
From data processing to human-like cognitive heuristics
07:15 – Identifying “White Space” for Innovation
How Deep Invent maps the innovation landscape and generates new patents
10:55 – Beyond “Fail Fast”
Starting with complete context to build the right thing the first time
12:50 – Augmented Reality E-Reader Example
An AI-generated invention inspires a career pivot
15:05 – What Is Superintelligence?
Domain-specific superintelligence for innovation
16:40 – AI Agents and Self-Improving Systems
The story of Deep Invent patenting its own architecture
19:00 – Deep Invent for Good Contest
How to enter, win $10K, and open-source your idea for humanity
22:45 – Examples of Contest Submissions
From cancer therapies to adaptive prosthetics
25:05 – Open Source vs. Patenting Your Own Ideas
Why the campaign focuses on shared innovation
27:35 – Ethical Guardrails for AI Innovation
Preventing harmful inventions and ensuring benefit to humanity
29:55 – AI, Personality, and Human Connection
Training AI with psychometric data for a natural feel
34:00 – Energy Efficiency & Sustainable Computing
How Deep Invent optimizes compute use and supports clean tech innovation
38:00 – Marcus’s Optimistic 10-Year Vision
A radically accelerated positive future
40:30 – Inspiring the Next Generation
Marcus’s one-minute message to a classroom of 12-year-olds
42:00 – Closing Thoughts & Invitation to Participate
Why now is the time to innovate for good
44:00 – Outro & Tree-Planting Update
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