Perspectives
6 min read
The Human Side of the AI Revolution
The most important AI conversations aren’t only about technology. They’re about the people, decisions, and systems behind it.
AI is changing how we work. But the bigger question is how it changes the way we think—about our tools, our teams, and the decisions we hand over to software.
Technology is the easy part
Most conversations about artificial intelligence start with models, benchmarks, and capabilities. They rarely start with the people who will live with the results: the nurse whose shift is scheduled by an algorithm, the designer whose first draft is now a prompt, the founder deciding what not to automate.
The hard questions are human ones. Who is accountable when a system gets it wrong? What skills still matter when a machine can produce the first version of almost anything? How do we keep judgment in the loop without slowing everything down?
Designing the decisions, not just the tools
The teams getting this right treat AI as a collaborator with clear boundaries. They decide in advance where people review, where machines act, and how the two hand work back and forth.
What we’ll explore at SUMVIA
Across three days, founders, researchers, and designers will share how they make those choices—and what they learned when they got them wrong.