Reliability patterns for production AI

Bhavesh Mehta and Mahesh Kumar—senior technology leaders at Uber and co-authors of the practical guide AI-First Leader—discuss the lessons learned from Nova Bridge's collapse, and share best practices for mitigating hidden risks that can derail ambitious AI projects. They also share specific ways that small businesses and Fortune 500 companies can embrace AI from a place of empowerment rather than fear.

Key Takeaways:

• Ways to align C-suite leaders and engineering teams around a unified AI roadmap

• The most underestimated human factor that determines whether an AI transformation succeeds

• How overlooked vulnerabilities, insufficient oversight, and the rush to deploy led to unexpected fallout of the Nova Bridge Chat

• The unforeseen dangers lurking within AI systems

Guest Bio:

Bhavesh Mehta is a technology leader and co-author of AI-First Leader, a practical guide for executives navigating enterprise AI adoption. With over 20 years of experience across Cisco, Uber, and VMware, Bhavesh has architected large-scale conversational and generative AI systems that support millions of users daily. His work bridges deep technical design and executive strategy, helping organizations deploy AI responsibly and at scale.

Mahesh Kumar is a seasoned product executive and co-author of AI-First Leader, a practical guide for executives navigating enterprise AI adoption. With over 20 years of experience across Uber, Veritas, and VMware, Mahesh has led the development of multi-billion-dollar product portfolios and enterprise AI strategies. Known for bridging deep technology with strategic vision, he helps organizations move from experimentation to large-scale AI transformation. His work focuses on responsible innovation, combining business storytelling with technical fluency to make AI both accessible and actionable for leaders.

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About this Show:

The Brave Technologist is here to shed light on the opportunities and challenges of emerging tech. To make it digestible, less scary, and more approachable for all!

Join us as we embark on a mission to demystify artificial intelligence, challenge the status quo, and empower everyday people to embrace the digital revolution. Whether you're a tech enthusiast, a curious mind, or an industry professional, this podcast invites you to join the conversation and explore the future of AI together.

The Brave Technologist Podcast is hosted by Luke Mulks, VP Business Operations at Brave Software—makers of the privacy-respecting Brave browser and Search engine, and now powering AI everywhere with the Brave Search API.

Music by: Ari Dvorin

Produced by: Sam Laliberte