The Shift No One Is Talking About Why Panels Aren’t Enough Anymore
A panel tells you satisfaction dropped by 10%. A community tells you why it dropped, when it happened, and how to fix it. As we approach 2026, Jasper Colin is re-conceptualizing what “Human-Led” research means in an algorithmic age. It’s no longer about manual coding – it’s about Editorial Judgment. Read our full analysis on balancing AI Digital Twins with real-world Community Intelligence.
