Unanimous AI currently has two products in its portfolio, both of which operate on a system-as-a-service model: Swarm Insight and Swarm AI. The former has an enterprise bent — one client used it to predict how customers might react to a television ad for pancakes, and another — beverage company Constellation Brands — had it gauge customer reactions to its investment in cannabis. Swarm AI, meanwhile, taps a company’s workforce for consensus; engineers at Boeing use it to aid in cockpit designs."
"Unanimous AI’s platform leverages swarm intelligence — a biological phenomenon where groups of organisms amplify their intellect by forming real-time systems — to improve prediction accuracy." Their process, called artificial swarm intelligence involves the following: "Human participants — in this case radiologists at Stanford and other institutions across the country — log into Unanimous AI’s platform using a networked computer. Collectively, they attempt to move a cursor with a mouse, touchpad, or touchscreen toward a prediction (i.e., a diagnosis) while algorithms process their behavior in real time. It’s a two-step process — participants converge on a coarse range of possibilities and then on a refined value — but it’s quicker than you might expect. Radiologists in the study settled on 50 diagnoses in about 60 seconds on average (and as quickly as 33 seconds), with some participants exerting more influence than others. That’s by design — Unanimous AI’s algorithms infer swarm members’ conviction based on their cursor motions and weigh their contributions accordingly.
"Unanimous AI’s platform leverages swarm intelligence — a biological phenomenon where groups of organisms amplify their intellect by forming real-time systems — to improve prediction accuracy."
questions, feedback loops,
The radiologists achieved 82 percent diagnostic accuracy overall compared to human experts’ 73 percent accuracy.