Beyond Knowledge Graphs
Extended context windows eliminated the core problem knowledge graphs were designed to solve. This book reveals why billions in knowledge infrastructure is now obsolete—and introduces the ALC framework that replaces it.
The Paradigm Shift
Why knowledge graphs are obsolete for general knowledge access and what replaces them
Application Layer Communication
A complete framework for expertise as communicative competence with implementation strategies
Inequality Implications
Early ALC fluency advantages are compounding. Understand interventions before gaps crystallize
Pitch Rise implements the ALC framework in practice. The platform measures communicative competence through hours of domain-specific discourse engagement—exactly what the book describes as the new form of expertise.
For executives, educators, knowledge workers, and policy makers navigating the extended context era.