An open-source platform that allows independent auditors and the public to scrutinize the AI algorithms used in personalized finance. It provides tools to detect biases, vulnerabilities, and systemic risks. The platform crowdsources bug bounties and rewards ethical hackers who identify and report flaws in the algorithms, promoting greater accountability and preventing future collapses.