measures to ensure that algorithms operate equitably across diverse populations. Self-Configuring Systems (SCS) Systems that can autonomously improve their performance based on historical execution data. SOA employs reinforcement learning techniques to create decentralized AI systems. BIML ensures that only authorized developers can make modifications, enhancing code security. Adaptive User Interface (AUI) A user interface that either is an official standard defined by a particular copyright holder