The Brain Problem: Creative Constraint Optimization in Large Language Models

Key Points

• To investigate how large language models interpret data while adhering to imposed constraints, often missing substantive intent.
• Analysis of behavioral patterns in large language models
• Development of Creative Constraint Optimization (CCO) framework
• Introduction of the Susan Calvin Protocol for diagnostics
• Identification of a systematic behavioral pattern in AI interpretations
• CCO framework outlines the tendency to fulfill constraints over intent
• Introduction of a diagnostic framework consisting of seven symptoms