It's essential to understand that Discord bots can access all messages sent in a server or DM, provided the server admin permits them during installation. The bot owner can view all content visible to their bots if they choose to do so. It's vital to exercise caution and adhere to best practices when using bots to ensure privacy and security in Discord conversations.