Independent auditing agencies that employ reverse engineering and ethical AI to monitor and expose biases or flaws in predictive algorithms. In addition, AI systems are equipped with “black box” recorders to allow for detailed investigations of algorithmic failures and prevent further misallocation of resources. This is specifically designed to rebuild trust in systems and stop further failures.