Patterns at the Edge

Vision Pieces and Emerging Observations

This is where I share what I’m seeing at the edges of chaos - the patterns that conventional analysis misses, the trends that haven’t become trends yet, the coherence signals that reveal what’s sustainable and what’s running on borrowed energy.

This isn’t about prediction. It’s about pattern recognition. Understanding what’s aligned with natural laws and what’s fighting them.

The ones fighting natural laws eventually lose. Always. The timeline might be uncertain. The outcome isn’t.

Featured Vision Pieces

What I Saw in 2022
A coherence-based analysis of markets, technologies, and business models in 2022 - and what actually happened since. Shows the Living Systems framework in action.

Why Coherence Matters More Than Prediction

Most investors try to predict quarterly moves. I track something different: how aligned is this system with natural laws?

You can measure a building’s occupancy rate and revenue per square foot. Or you can assess whether its foundation is sound and whether it’s built to last.

Both are forms of measurement. But they’re measuring different things entirely.

More vision pieces and edge observations will appear here as they emerge.

Interested in ongoing coherence analysis? Learn about The Pythia Scrolls