Candace

Most of us building with AI are consistly wondering if we're solving the wrong problem. We optimize individual tasks, but then realize we should be writing semi-autonomous agent. The reality is a paradigm shift: we should be redesigning how humans and systems collaborate. I've spent the last few years focused on building workflows, rethinking cadences, and constructing new operational frameworks that turn AI capability into outcomes. But the truth is, we are all just getting started. We're better served focusing on how the virtual machine in our own head is evolving to address the seismic changes, not on any given stopping point.

This inflection point is a generational one (all puns intended), and not one I can watch from a distance. The map below is how I think about this work, organized around the human, technical, and organizational structures that give meaning to movement.