Preserving what machines cannot replace—discernment, context, and wisdom. > [!milestone] ## Core Concepts > --- > - ### [[Intelligence vs. wisdom]] > - *Processing vs. discernment* > - ### [[Hesitation as Data]] > - *Questioning as competency* > - ### [[Data Fluency]] > - *Knowing what you don't know* > - ### [[Semantic Clarity Prerequisite]] > - *Shared understanding enables judgment.* > - ### [[Socratic Prototyping]] > - *Question-first design as discernment practice.* > - ### [[Tool Congruence]] > - *Sensing when tools fit how you think.* > [!connect] ### Related Claims, questions, & frameworks > --- > > - #### Claims > - [[Data fluency is developmental, not binary; it cannot be mandated.]] > - [[Hesitation is often valuable signal, not resistance to overcome.]] > - [[The most powerful questions in (digital) transformation are "should we" and "why", not "can we".]] > - [[Human wisdom cannot be replaced by (Artificial) intelligence.]] > - #### Questions > - [[How do we distinguish valuable hesitation from fear based resistance?]] > - [[How do we structure work to preserve wisdom while leveraging intelligence?]] > - [[When do we build fluency capacity?]] > - [[How do we design systems that amplify human wisdom rather than replace it?]] > - #### Frameworks / Models > - [[Hesitation-to-Learning Loop]] > - [[Data Fluency Development Progression]] > - [[The Socratic Prototyping Method]]