Systems | Development | Analytics | API | Testing

When AI needs to think faster, the architecture beneath it matters more than ever. Val Cook, Chief Software Architect at Blaize, joins The AI Forecast to unpack how today’s AI systems demand more than raw compute, but more adaptable infrastructure. He and host Paul Muller explore the critical intersection of hardware and software, the growing importance of data flow machines, and the limits of traditional architectures in real-time environments.

When trust collapses, everything else goes with it. Jim Brennan, Chief Product and Technical Officer at GetReal Security, joins The AI Forecast to break down one of the biggest challenges in today’s world: securing digital trust. He and host Paul Muller explore why trust is the backbone of modern business and how advancements like deepfakes, impersonation attacks, and AI-powered deception are shaking that foundation.

As AI systems grow more powerful, so does a more profound structural concern: ownership. A handful of players now control the data, infrastructure, and models shaping global AI and, with them, the rules of access, participation, and innovation.

Jim Liddle, Chief Innovation Officer of Data Intelligence and AI at Nasuni, joins The AI Forecast to spotlight a critical obstacle to enterprise AI: messy, ungoverned data. He and host Paul Muller trace the evolution of data management and unpack why so many organizations still struggle with the basics, starting with the challenge of taming unstructured information.

In the race of not being left behind in adopting new technology—like AI—enterprises often overlook the most straightforward, strategic question: what decision are we trying to make? Cassie Kozyrkov, first and former Chief Decision Scientist at Google and founder of Kozyr, joins The AI Forecast to reframe the conversation. Her take? It’s not about the genie granting the wish—in this case, AI; it’s about the wisher.

As the conversation around job loss vs. job evolution heats up, how can we look at the glass half full? Derek Osgood, Founder and CEO of DoubleO and Ignition, joins The AI Forecast to explore how agentic AI is reshaping business workflows and reframing the conversation from replacement to augmentation. As Derek puts it, automation isn’t about erasing opportunity; it’s about redefining it.

The next era of business intelligence is here. Traditional dashboards and static reports give way to AI-driven systems built for faster, more informed decision-making. John Santaferraro, CEO and founder of Ferraro Consulting and host of The Digital Analyst podcast, joins The AI Forecast to share how enterprises can modernize BI to unlock real business value. Because in today’s data-rich world, turning insight into action still depends on a clear ‘story’ that helps decision-makers understand what to do next.

It’s official. AI has reached the classrooms, but not without pushback and hesitancy. Marlee Strawn, co-founder of Scholar Education, joins The AI Forecast to discuss. Marlee’s years of experience in education—both as a teacher and school administrator—ground her strong perspective that AI won’t replace teachers or make students “dumber.” Tune in as Marlee and host Paul Muller delve into the significance of personalized learning through AI, the varying impacts across different education levels, and the ethical considerations surrounding AI deployment in classrooms.

Generative AI is entering the enterprise at scale, following patterns set by the rise of cloud computing. As organizations shift from buying tools to building custom solutions, architecture and integration become key to long-term success.

In this episode of The AI Forecast, host Paul Muller is joined by Kevin Surace—Chair & CEO of AI-Driven Autonomous Software Testing Tools | Appvance , Chair of Token Ring, and a pioneering force behind the first human-like AI virtual assistant—for a deeply human conversation about what it means to lead through disruption.