When reviewing collections of signals or research fragments, I ask AI to highlight what underlying shifts they suggest. It identifies recurring patterns, tensions, or contradictions across sources. The goal is to surface meaning hidden in accumulation.
Live demos surfaced real‑world needs and accelerated adoption. Public sessions improved onboarding and revealed gaps in assumptions.