Research Threads

Exploring mental models and decision rules that reduce noise and increase clarity under uncertainty.

• Constraints sharpen choice.
• Clarity compounds.
• Frameworks are force multipliers.

Building a life and work system rooted in Stoic principles, focus, discipline, and voluntary discomfort.

• Control the controllable.
• Premeditation reduces reactivity.
• Systems support virtues.

AI reflects the clarity (or chaos) of the user. The output is a mirror, not a mind.

• Quality in, quality out.
• Prompts reveal priorities.
• Use AI to think, not outsource.

Why constraints don't limit creativity, they channel it. Originality is engineered within boundaries.

• Constraints create direction.
• Taste is a filter.
• Originality is recombination.

Where attention goes, energy flows. Leverage comes from protecting and directing both.

• Attention is finite.
• Protect the signal.
• Depth > breadth.