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  1. Masters of Scale
  2. Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech
Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech

Masters of Scale · Dec 30, 2025

Mark Cuban shares his AI playbook: experiment constantly, disrupt antiquated industries with vertical AI, and bet on robotics over chatbots.

Acquiring "Dead IP" From Failed Companies Is An Untapped AI Training Data Goldmine

Cuban identifies a massive, overlooked opportunity: acquiring the intellectual property (patents, data, designs) from millions of defunct businesses. This "dead IP" could be aggregated and sold at a high premium to foundational model companies desperate for unique training data.

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech thumbnail

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech

Masters of Scale·2 months ago

Humanoid Robots Are a Mistake; Redesign Environments For Efficient, Non-Humanoid AI

Cuban argues building humanoid robots is wasteful because our world is designed for human limitations. True innovation lies in redesigning spaces (homes, factories) for more optimal, non-humanoid robots, like spider drones, that can perform tasks more efficiently.

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech thumbnail

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech

Masters of Scale·2 months ago

The Real AI Bubble is Foundational Models' Competitive Overspending, Not Stocks

Mark Cuban argues the AI bubble isn't in public markets like the dot-com era. Instead, it's the unsustainable, winner-take-all spending race between a few large companies building foundational models. This creates an opportunity for disruption by more efficient technologies.

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech thumbnail

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech

Masters of Scale·2 months ago

To Win the AI Race, The U.S. Should Monitor AI Output, Not Regulate Creation

Mark Cuban advocates for a specific regulatory approach to maintain AI leadership. He suggests the government should avoid stifling innovation by over-regulating the creation of AI models. Instead, it should focus intensely on monitoring the outputs to prevent misuse or harmful applications.

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech thumbnail

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech

Masters of Scale·2 months ago

College Grads Should Pitch AI Automation Services to Small Non-Tech Businesses

Mark Cuban advises graduates to approach small to medium-sized, non-tech companies. He suggests they identify manual, tedious processes and offer to build AI agents to automate them, creating immediate value where internal AI resources are lacking.

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech thumbnail

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech

Masters of Scale·2 months ago

AI's Future is Auctioning Proprietary Data, Ending the Era of Free Web Scraping

The initial AI boom was fueled by scraping the public internet. Cuban predicts the next phase will be dominated by exclusive data deals. Content owners, like medical journals, will protect their IP and auction it to the highest-bidding AI companies, creating valuable data silos.

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech thumbnail

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech

Masters of Scale·2 months ago

Companies Should Favor Trade Secrets Over Patents to Protect IP in the AI Era

Mark Cuban warns that patenting work makes it public, allowing any AI model to train on it instantly. To maintain a competitive data advantage, he suggests companies should increasingly rely on trade secrets, keeping their valuable IP out of the public domain and away from competitors' models.

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech thumbnail

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech

Masters of Scale·2 months ago

AI's Next Frontier in Preventative Health is Computer Vision, Not Just Data Models

While data analysis is advancing, Mark Cuban believes the biggest untapped potential in healthcare AI lies in computer vision. He points to using CV to analyze physical movements, like an athlete's gait, to predict injuries before they happen, moving from reactive to truly preventive care.

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech thumbnail

Pioneers of AI: Mark Cuban’s investment strategy in this new era of tech

Masters of Scale·2 months ago