How machines know they’re off course, and why it matters
What’s your AI optimizing for, and how does it know it’s off course? A guide for strategic leaders building systems that learn.
The leadership survival skill that scales
This piece explores de-escalation as a survival skill - not just for crisis teams, but for leaders navigating tension, trust, and power dynamics in real time.
How polarity mapping strengthens decision-making
A field note for those who know that better decisions rarely come from consensus, but from learning to hold contradiction, and keep moving forward.
