This study introduces the Self-Creative Autopilot Theory (SCAT), a conceptual framework explaining how creators achieve consistent artistic production in the digital era. Drawing on principles from Flow State, Neuroplasticity, and Habit Loop, the theory proposes that creative processes can transition from deliberate effort to semi-automated execution through structured repetition and system design. The framework integrates internal cognitive mechanisms, such as intuition and habit formation, with external technological systems, including artificial intelligence tools and digital platforms. SCAT consists of four components: input, internal engine, external engine, and output, connected through a continuous feedback loop. This study formulates testable hypotheses and proposes a comparative methodology to evaluate creative consistency, efficiency, and engagement. The theory contributes to interdisciplinary discourse on creativity, automation, and human–machine collaboration in contemporary digital environments. Keywords: Creativity, Automation, Digital Art, Artificial Intelligence, Habit Formation, Flow State, Human–Machine Collaboration, Creative Systems, Digital Production, Cognitive Processes
Andi Sulistiadi (Mon,) studied this question.