Solution group

Experimental Iteration & Adaptive Experimentation

The ability to use results, failures, uncertainty, and emerging evidence to decide whether additional experimentation is needed, revise experimental conditions or strategy, prioritize subsequent runs, and operate iterative or closed-loop experimental programs. The functional scientific decisions belong here, while reusable AI, optimization, active-learning, robotics, orchestration, and platform methods are pressure-tested for reuse from AAI, AIIP, WPO, CTP, and related platform Areas.