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.
To the ones who keep the momentum alive
A letter for those who design systems that don’t punish forgetting but protect against it, this one’s for the builders of trust.
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.
To the Graduating Class of 2025
A letter for the ones rising with quiet strength after years of muted mics and invisible resilience.
AI Isn’t Magic. It’s Math in a Wizard’s Robe.
A field note on what AI actually is, why it keeps getting smarter, and how systems learn - even when we don’t see it happening.
To the outsiders within
A letter for the ones who were called “too much,” when they were simply tuned too finely for broken systems.
To the one who steadies the room
A letter to those who don’t chase influence, they carry infrastructure. Strategic stillness. Unseen power.
To the leaders forged in flames
A letter for the leaders forged in pressure, not praise - the ones whose fire became light for others.
To the working parents holding it all together
A letter for the ones balancing forecasts and lunchboxes. For the parents who whisper hope into bedtime while holding the weight of the world. You are seen, and you are doing more than enough.
