Welcome to "AI or Not," the podcast where we explore the intersection of digital transformation and real-world wisdom, hosted by the accomplished Pamela Isom. With over 25 years of experience guiding leaders in corporate, public, and private sectors, Pamela, the CEO and Founder of IsAdvice & Consulting LLC, is a veteran in successfully navigating the complex realms of artificial intelligence, innovation, cyber issues, governance, data management, and ethical decision-making.

What happens when a philosopher becomes a physicist and then stumbles into artificial intelligence? You get the fascinating perspective of Dr. Ryan Coffee, Senior Staff Scientist at SLAC National Accelerator Laboratory, who shares his unique journey and vision for our technological future.

Dr. Coffee takes us deep into the world of federated machine learning, explaining why preserving intellectual property—what he calls "secret sauce"—is crucial for innovation while still enabling collaboration across competitive boundaries. As someone working with an X-ray laser that generates a million frames per second, he's tackling data processing challenges that require AI systems capable of making decisions in microseconds, creating what he calls "autonomous science."

The conversation expands into energy systems of the future, where Coffee envisions interconnected microgrids with diverse power sources managed by intelligent systems. Rather than choosing one energy technology over another, he advocates for an ecosystem approach where each source—from nuclear fission to renewables—serves its unique purpose. His enthusiasm for modular nuclear reactors deployed near data centers reveals practical solutions for powering our AI-driven future.

Perhaps most striking is Coffee's timeline for these transformations. While many experts talk about technologies being decades away, he believes we're underestimating the pace of change: "If you think we're 10 years away, because humans are linear thinkers, it's really three." This accelerating innovation means we'll soon see technologies we can't even imagine today.

Coffee leaves us with a powerful analogy about the interface between AI and humanity, functioning like the corpus callosum connecting the brain's hemispheres. His call for psychologists, artists, and humanities experts to help shape this interface reminds us that creating our technological future requires not just engineering expertise but the full spectrum of human understanding. Listen now and discover why our autonomous future is arriving faster—and looking different—than you might expect.