LLMs Don't Reason, They Remember
LLMs don't reason, they remember what reasoning looked like. That's powerful within known domains, brittle outside them. Knowing where that boundary lies—and building systems that extend it—is the real skill now.
The Intelligence Bottleneck Is Ending
For all of human history, business has been an operating system for scarce intelligence. Hierarchies to channel rare thinking upward. Processes to standardize it. Documentation to preserve it. Every structure exists to manage scarcity.
That operating system is becoming obsolete.
Not because AI is smarter than humans. It's alien—pattern-matching without intent, processing without accountability, generation without taste. When pattern-matching becomes abundant while human judgment remains precious, everything changes.
Not automation added to old structures. Not agents pretending to be human. A complete architectural rebuild.
Intelligence-native companies don't standardize thinking—their processes think. Hierarchies don't channel decisions—networks distribute intelligence. Growth isn't limited by headcount—it's limited by alignment.
The constraint that shaped all human organization is dissolving. Build for abundance or become obsolete.