DataFramed

Welcome to DataFramed, a weekly podcast where we explore how technology and data are changing the world around us. On this show, we invite data leaders and practitioners at the forefront of the data revolution to share their insights and experiences into how they lead the charge in this era of data. Whether you're a beginner looking to gain career insights into a career in data, a practitioner needing to stay up-to-date on the latest data tools and trends, or a leader looking to transform how your organization uses data, there's something here for everyone. Join co-hosts Adel Nehme and Richie Cotton as they delve into the stories and ideas that are shaping the future of data. Subscribe to the show and tune in to the latest episode on the feed below.

Most Recent

EP. 368

Lakebases are the New Databases with Reynold Xin, Co-Founder at Databricks

Richie and Reynold explore self-service analytics with Genie, the ontology layer that grounds AI in enterprise data, governance and permissions for AI agents, Lakebase and LTAP, real-time analytics, the future of Spark and classic machine learning, and much more.

July 13, 2026 • 50 minutes

EP. 367

Don't Build on Jell-O: How to Make Agentic AI Reliable with Dan Klein, CTO at Scaled Cognition

Richie and Dan explore why AI reliability has lagged behind capability, how hallucinations hide in plain sight, the limits of humans-in-the-loop and LLM-as-judge, building reliability into model architecture, agentic systems and verifiable actions, and much more.

July 5, 2026 • 51 minutes

EP. 366

Can AI Agents Outperform a Data Scientist? with James Zou, Professor at Stanford University

Richie and James explore how AI scientist agents are already outperforming human experts, the Virtual Lab framework for teams of agents, a new training paradigm called "learning to discover", scaling agentic systems, and much more.

June 29, 2026 • 48 minutes

EP. 365

Your 90 Day Blueprint for AI Success with Charlene Li, Author of Winning with AI

Richie and Charlene explore how to get your organization AI-ready in 90 days, why you don't need a separate AI strategy, appointing an AI value owner, creating value beyond efficiency, building AI fluency, Goldilocks governance, why you should kill your AI pilots, and much more.

June 22, 2026 • 53 minutes

EP. 364

How to Enable Agentic Commerce with Nell Thomas, VP of Data at Shopify

Richie and Nell explore agentic commerce and how AI agents are transforming shopping, the role of data in AI-driven commerce, Shopify's Catalog and Universal Commerce Protocol, data quality requirements for agentic systems, and Nell's unconventional career path from politics to tech.

June 14, 2026 • 43 minutes

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