CONCEPT
Adaptive Management (Holling)
Holling's learning-oriented management discipline — treat every intervention as an experiment, monitor outcomes, adjust course based on evidence.
Adaptive management is the operational discipline Holling and collaborators developed for navigating complex systems under genuine uncertainty. Rather than specifying a target end state and engineering toward it, adaptive management establishes broad goals, implements a portfolio of interventions designed to advance those goals, and commits to rigorous monitoring and systematic adjustment based on evidence. The approach is inherently less efficient than optimization-based management — it maintains multiple approaches simultaneously, tolerates failure, and invests in learning rather than exclusively in performance — but it is the only approach that can respond to conditions that cannot be predicted in advance.
In The You On AI Field Guide
Adaptive management emerged from Holling's 1970s work on environmental assessment and was articulated in Adaptive Environmental Assessment and Management (1978). The core insight: in complex systems where outcomes cannot be predicted, the manager's task is not to execute the right plan but to learn the right plan through disciplined experimentation.
The Everglades restoration provides the canonical contemporary example. After decades of command-and-control water management that met engineering objectives while destroying