AI-Powered Dynamic Road Pricing Platform

Roads are always congested because we pay for them once through taxes then feel entitled to unlimited use, like if groce

Bystander Effect in Business Opportunities

A cognitive bias where obviously valuable problems get ignored because everyone assumes someone else must already be working on them, leaving trillion-dollar opportunities hiding in plain sight.

Pasta Extrusion Self-Development Framework

A methodical approach to reshaping yourself into the person capable of achieving an ambitious goal by identifying the specific 'hole' you need to fit through and systematically acquiring the required skills and attributes.

First Principles vs Pattern Matching Decision Framework

A systematic approach to understanding problems by going to root causes and fundamental physics rather than relying on rules of thumb, analogies, or conventional wisdom.

Build deep technical credibility from scratch in a complex field

Ability to have detailed technical conversations with experts, catch BS from supposed experts, and make informed technic

Make strategic decisions by working backwards from likely future scenarios

Clear conviction about which path to pursue based on which future you'd be proudest to have contributed to