"Information is easy, it's the context that's hard."

Semantic-first thinking is the critical component that will be driving success as the future unfolds. It sits above the execution line, and must be understood before execution becomes authoritative. Before you write a single statement, line of code, transformation, or prompt, your semantics have to be clear and managed with intention, because they are the thread that will keep the human in the loop as AI advances.