👉 Confirmation computing is an emerging concept that focuses on leveraging artificial intelligence to enhance the reliability and trustworthiness of computational systems, particularly in environments where data integrity and decision-making accuracy are paramount. It involves using AI algorithms to verify the correctness of computations, ensuring that results align with expected outcomes and are free from errors or biases. This approach can be applied in various fields, including finance, healthcare, and autonomous systems, where the stakes are high and even minor inaccuracies can have significant consequences. By continuously monitoring and validating computational processes, confirmation computing aims to build more robust, secure, and trustworthy systems, ultimately reducing the risk of errors and enhancing user confidence in AI-driven technologies.