Skip to content
EO StudioEO Studio

Everyone’s Misunderstanding AI’s True Potential | Radical AI, Joseph F. Krause

Meet Joseph Kraus, Co-Founder and CEO of Radical AI, the company trying to reinvent a 150-year-old scientific process by building scientific AGI (Artificial general intelligence). Why focus on small problems when AI has the potential to tackle the impossible? While many startup founders chase incremental improvements, Joseph and his team are choosing a very different path: using AI and autonomy to accelerate scientific discovery itself, starting with materials science. In this interview, Joseph talks openly about the moments that shaped him. From serving in the National Guard to pursuing graduate research to learning what a true bias toward action looks like. He explains how Radical AI came together, why he believes the hardest problems matter the most, and what it takes to build a mission-driven team that is working on discoveries that could reshape the future of humanity. This is more than a conversation about AI. It is a story about ambition, discipline, and the belief that you should never give up, even when you cannot see exactly where the path leads. [EO's Partner Highlight] Want a smoother development experience? Laravel helps you build and ship web apps faster with a simple framework, great tools, and a full ecosystem that actually makes development enjoyable. ⬇️ Try it right now ⬇️ https://lrvl.co/eo-channel 00:00 Intro 01:50 The One Mission That Shaped My Life 03:01 The First Experience in a Strong Mission-Driven Organization 03:57 Choosing Rice to Make a Bigger Impact 05:04 Leaving the Research Field to Make a Bigger Impact 06:33 The most important lesson from Kevin Ryan 08:16 Stop Using AI to Solve Tiny Problems 12:50 How I Raised $55M in 45mins 16:00 The 51% Rule 19:15 The One Piece of Advice to My Past Self EO stands for Entrepreneur & Opportunities. As we're looking to feature more inspiring stories of entrepreneurs all over the world, don't hesitate to contact us at [partner@eoeoeo.net](mailto:partner@eoeoeo.net) LinkedIn | @EO STUDIO X | @eostudi0 #ai #agi #tech

Joseph Krausguest
Nov 21, 202520mWatch on YouTube ↗

Episode Details

EPISODE INFO

Released
November 21, 2025
Duration
20m
Channel
EO Studio
Watch on YouTube
▶ Open ↗

EPISODE DESCRIPTION

Meet Joseph Kraus, Co-Founder and CEO of Radical AI, the company trying to reinvent a 150-year-old scientific process by building scientific AGI (Artificial general intelligence). Why focus on small problems when AI has the potential to tackle the impossible? While many startup founders chase incremental improvements, Joseph and his team are choosing a very different path: using AI and autonomy to accelerate scientific discovery itself, starting with materials science. In this interview, Joseph talks openly about the moments that shaped him. From serving in the National Guard to pursuing graduate research to learning what a true bias toward action looks like. He explains how Radical AI came together, why he believes the hardest problems matter the most, and what it takes to build a mission-driven team that is working on discoveries that could reshape the future of humanity. This is more than a conversation about AI. It is a story about ambition, discipline, and the belief that you should never give up, even when you cannot see exactly where the path leads. [EO's Partner Highlight] Want a smoother development experience? Laravel helps you build and ship web apps faster with a simple framework, great tools, and a full ecosystem that actually makes development enjoyable. ⬇️ Try it right now ⬇️ https://lrvl.co/eo-channel 00:00 Intro 01:50 The One Mission That Shaped My Life 03:01 The First Experience in a Strong Mission-Driven Organization 03:57 Choosing Rice to Make a Bigger Impact 05:04 Leaving the Research Field to Make a Bigger Impact 06:33 The most important lesson from Kevin Ryan 08:16 Stop Using AI to Solve Tiny Problems 12:50 How I Raised $55M in 45mins 16:00 The 51% Rule 19:15 The One Piece of Advice to My Past Self EO stands for Entrepreneur & Opportunities. As we're looking to feature more inspiring stories of entrepreneurs all over the world, don't hesitate to contact us at [partner@eoeoeo.net](mailto:partner@eoeoeo.net) LinkedIn | @EO STUDIO X | @eostudi0 #ai #agi #tech

SPEAKERS

  • Joseph Kraus

    guest

    Entrepreneur and company founder discussing Radical AI and AI’s potential to drive major scientific and industrial breakthroughs.

EPISODE SUMMARY

In this episode of EO Studio, featuring Joseph Kraus, Everyone’s Misunderstanding AI’s True Potential | Radical AI, Joseph F. Krause explores radical AI bets on mission-driven AGI for scientific discovery Krause argues most AI startups are focused on “low-hanging fruit” optimization, while the biggest value lies in using AI for novel scientific discovery that can reshape major industries.

RELATED EPISODES

The FIRST Thing Every Founder Must Get Right | Tabs, Ali Hussain

The FIRST Thing Every Founder Must Get Right | Tabs, Ali Hussain

Stanford CS Professor: AI Can Code. That’s Why You Should Learn | Chris Piech

Stanford CS Professor: AI Can Code. That’s Why You Should Learn | Chris Piech

What's Actually Holding Humanoid Robots Back Isn't the AI | Andrew Kang, RoboStrategy

What's Actually Holding Humanoid Robots Back Isn't the AI | Andrew Kang, RoboStrategy

Why Your Best Ideas Come When You Stop Trying | Marcus du Sautoy

Why Your Best Ideas Come When You Stop Trying | Marcus du Sautoy

How to Do Good AND Make Money | Carnegie Mellon University Po-Shen Loh

How to Do Good AND Make Money | Carnegie Mellon University Po-Shen Loh

A Top Mathematician's 9 Lessons for Anyone Who Feels Behind | Ken Ono, Axiom Math

A Top Mathematician's 9 Lessons for Anyone Who Feels Behind | Ken Ono, Axiom Math

Get more out of YouTube videos.

High quality summaries for YouTube videos. Accurate transcripts to search & find moments. Powered by ChatGPT & Claude AI.