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Proven Podcast

The Surprising Future of AI with Fathom's Founder - Richard White

October 15, 2025·51m

In this candid and fast-moving episode, Charles sits down with Richard White—founder and CEO of Fathom AI, the top-rated AI note-taking platform on G2 and HubSpot—to unpack the truth behind the AI gold rush. Richard shares why only 5% of internal AI initiatives actually succeed, and what separates innovation from illusion in today's hype-driven market. Together, they dig deep into the harsh realities of building and buying AI software—from skyrocketing failure rates and short model lifecycles to the "LLM treadmill" that forces companies to constantly rebuild just to keep up. Richard breaks down why most big corporations are struggling to adapt, how startups can outmaneuver them with speed and focus, and why the future of work will favor the few who learn to "think with AI." The conversation stretches beyond business—exploring the coming social upheaval, the rise of one-person billion-dollar companies, and the ethical crossroads of automation, employment, and human creativity. Both Charles and Richard keep it honest, funny, and forward-looking as they challenge listeners to rethink what it means to lead, learn, and stay relevant in the AI age. This isn't just another talk about artificial intelligence—it's a survival guide for entrepreneurs, employees, and visionaries navigating the most disruptive technological shift since fire itself.