Is your organization ready to navigate the evolving landscape of enterprise artificial intelligence?
In this episode of the AI Pulse Podcast, AI Governance experts Arcangelo Leone de Castris and Uzma Chaudhry define governance in two buckets: public-policy rules shaping market actors and organizational practices governing AI system behavior, emphasizing risk management, safeguards, and implementation.
Chapter Markers
00:00 Welcome and Guests
02:09 Defining AI Governance
04:58 Roadmaps and Implementation
07:06 Why Governance Matters Now
10:17 Everyday Risks and Bias
13:04 Black Boxes and Explainability
15:33 Transparency and Data Provenance
20:43 Copyright and AI Creativity
26:35 Can AI Be Creative
32:40 Star Trek and Wrap Up
---
Uzma is an AI law and policy practitioner. Her research focuses on enterprise AI governance, copyright and AI, the governance of foundation models through technical standards, and legal alignment in advanced AI systems. She has previously led research on AI governance at The Alan Turing Institute and the IAPP.
Arcangelo is the AI Data Governance Lead at AVIVA and a former Research Manager at The Alan Turing Institute, where he led the InnovateUK BridgeAI governance programme and supports the development of the AI Standards Hub. He has contributed to European standardisation for the EU AI Act within Cen-Cenelec JTC 21 and previously served as a Parliamentary Assistant at the European Parliament. Arcangelo is also a Fulbright alumnus of the University of Chicago.
This discussion traces governance momentum before and after ChatGPT, noting accelerating AI adoption, agentic AI, and the growing need for robust frameworks. They address the “black box” problem, limits of explainable AI for Large Language Models (LLMs), and offer practical advice for users, including avoiding automation bias, questioning outputs, and probing models for honest uncertainty.
If you are curious about transparency across the AI lifecycle, the EU AI Act’s disclosure expectations, and the difficulty of data provenance at internet scale – this episode is for you.
From lively dicussions on AI and creativity to copyright ambiguity, and ethical risks like cultural entropy and synthetic-data feedback loops - this episode will help you navigate the evolving tech landscape safely and effectively. Tune in to discover the essential strategies you need to stay competitive in a rapidly changing technological world.
---
Leave a comment to join the conversation. What question should we ask our next guest?
---
Helpful links
Visit the ABBYY website to explore our platform and start driving higher accuracy today. Contact us for a demo: https://www.abbyy.com/company/contact-us/?utm_source=spotify&utm_medium=social&utm_campaign=podcast-052026
Read ABBYY's latest thought leadership articles in The Intelligent Enterprise. https://www.abbyy.com/intelligent-enterprise/?utm_source=spotify&utm_medium=social&utm_campaign=podcast-052026
---
LinkedIn: Follow AI Thought Leaders
Connect with Max: https://www.linkedin.com/in/maximevermeir/
Connect with Marlene: https://www.linkedin.com/in/dr-marlene-wolfgruber/
Connect with Arcangelo Leone de Castris: https://www.linkedin.com/in/arcangeloleonedecastris/
Connect with Uzma Chaudhry: https://www.linkedin.com/in/u-n-c/
#AIPulsePodcast #PurposeBuiltAI #EnterpriseAI #AIGovernance #AlanTuringInstitute #ComputerLanguage #AgenticAI #LLMs #GenAI #ROI
