Ep 68 | Agentic AI Is Forcing a Governance Reset

Cloudera, Inc.

Apr 8, 2026

What happens when AI stops advising and starts acting?

Agentic AI promises autonomy, speed, and a new level of intelligence in how systems operate. But as these systems begin to pursue goals and make decisions, the risks become harder to predict.

In this episode of The AI Forecast, Paul Muller sits down with futurist Nell Watson, AI ethics expert and co-author of “Safer Agentic AI: Principles and Responsible Practices,” to explore what safe, responsible AI looks like in this new era.

In this engaging conversation, Nell shares insights from her journey in AI, her work on ethics and safety, and why agentic systems represent a fundamental shift in how we think about risk. From data provenance to governance frameworks, she explains why organizations must move from reactive oversight to proactive design—and why cooperation will be critical to navigating what comes next.

Together, Paul and Nell delve into:

Why “AI is the butler for the brain”
The importance of data provenance in building trustworthy systems
How AI ethics and safety must be embedded from the start
Why governance needs to anticipate risks, not just respond to them
The role of “AI supervising AI” in maintaining control
How science fiction can help us prepare for real-world AI challenges

If you’re a business or technology leader deploying AI, this episode offers a clear, practical lens on balancing innovation with responsibility—and why safety is now a core requirement for scaling AI systems.

To hear more about AI governance, listen to EP 67 | The “Wobbly” Nature of AI: Governing an Unpredictable Technology - https://www.youtube.com/watch