Mechanical artificial intelligence is an academic concept and methodological approach within artificial intelligence that examines systems characterized by deterministic or rule-based operations, often applied to structured problems or physical control. This field explores the design and limitations of AI focused on predictable mechanics rather than advanced learning or complex reasoning, highlighting foundational principles of automated task execution.