# Keith Richman

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The AI Testing Framework Every Business Needs (But Few Use)

Keith Richman sits down with Hamel Husain, machine learning engineer and founder of Parlance Labs, to demystify AI evaluations (evals). Hamel breaks down why generic AI testing metrics fall short and how businesses can actually measure, debug, and improve their AI applications in the real world. ...

Processing Trillions of Real-World Data Points with AI

In this episode of Applied Intelligence, Keith Richman sits down with Praveen Murugesan, VP of Engineering at Samsara, to explore how AI is transforming physical world operations. Praveen reveals how Samsara leverages massive IoT sensor data to solve complex real-world problems—from catching fle ...

SEO is Dead: The Rise of Answer Engine Optimization

In this episode of Applied Intelligence, Keith Richman sits down with Graphite founder Marcos Ciarrocchi to explore the massive shift from traditional SEO to AI-driven Answer Engine Optimization (AEO). Marcos explains how Large Language Models (LLMs) and AI agents are changing the way users sear ...

The Truth About AI Employees & Agentic Workers

In this episode of Applied Intelligence, host Keith Richman talks with Joe Mayberry, Head of AI at SailPoint, about navigating the shift from simple conversational models to the "agentic era." Joe explains why we haven't hit the true AI Industrial Revolution yet and how businesses can practicall ...

The Hidden Threat of Shipping AI Code Faster

As AI tools like Claude and Codex democratize software development, writing code has never been easier—but deploying reliable code has never been harder. In this episode of Applied Intelligence, host Keith Richman sits down with Pramin Pradeep, founder of Botgage, to explore the hidden dangers o ...

The Invisible AI Failures Costing Your Business

In this episode of Applied Intelligence, host Keith Richman sits down with Moritz Sudhof, Co-founder and CEO of Bigspin AI, to uncover the hidden realities of enterprise AI adoption. Moritz introduces the concept of "invisible failures"—when AI errors go completely undetected by users and dashbo ...

AI Expert Warns of the AI Hacking Epidemic

In this episode of Applied Intelligence, host Keith Richman sits down with cybersecurity expert David Campbell. They dive deep into the real-world dangers of artificial intelligence, exploring everything from prompt injections to malicious autonomous agents and the growing threat of "shadow AI" ...

Why "Mr. Paranoid" Is Right About AI Security

In this episode of Applied Intelligence, Keith Richman sits down with Polygraf CEO Yagub Rahimov to uncover the hidden cybersecurity risks of everyday AI adoption. Dubbed "Mr. Paranoid," Rahimov explains how seemingly harmless tools—like AI meeting note-takers, QR codes, or even emojis—can be we ...

Influencer expert explains how AI is changing the creator economy

In this episode of Applied Intelligence, host Keith Richman sits down with Eric Dahan, founder of Mighty Joy and Superdeal, to explore the collision of AI and the creator economy. As influencer marketing shifts from broad reach to niche trust, micro-influencers are becoming highly valuable. Eric ...

Tinder's CEO Shares His AI Operating Tactics | Spencer Rascoff Full Interview

Keith Richman talks with Match Group CEO Spencer Rascoff about real-world AI adoption 18 months into the role. They cover flooding teams with Claude, Cursor and other tools, an all-hands AI day that unlocked productivity, a Velocity pod for engineering speed, token limits and a Brand AI Council ...