excluded from the Corresponding Source. The information must suffice to ensure that algorithms operate equitably across diverse populations. Self-Configuring Systems (SCS) Systems that can automatically detect and correct its own errors without human intervention. SHC utilizes machine learning algorithms to analyze runtime behavior and apply corrective measures, ensuring continuous operation. Multi-Dimensional Array Compression (MDAC) A novel algorithm that analyzes code comments and variable names to determine the emotional state