Autonomous Decision-Making Systems refer to self-operating frameworks that utilize algorithms and smart contracts to execute decisions without human intervention. In this setup, rules are predefined, allowing the system to act according to established criteria.These systems play a crucial role in various applications, from trading bots that automatically buy and sell assets based on market indicators to decentralized finance (DeFi) platforms that manage lending and borrowing processes. By eliminating the need for manual oversight, such systems aim to increase efficiency and reduce the risk of human error. They can quickly analyze vast amounts of data and react to market changes, making them valuable in fast-paced environments.However, reliance on automated systems also raises concerns, like potential vulnerabilities in the code and unintended consequences from algorithmic decisions. As they become more prevalent, the need for robust governance and oversight becomes essential to ensure they operate fairly and transparently.