Mari Longmire

The Reflection Penalty: when managers accept leadership coaching from a human but not an AI agent

Leadership coaching develops managers but is expensive and difficult to scale. AI may be able to help scale access, but “answering machine” like AI coaching agents invite cognitive offloading and weaken learning. We instantiated a human coaching protocol, supported across prior c...