MiniMax has launched Mavis, a new mode for its desktop agent platform designed to handle complex, long-term tasks. The system uses a multi-agent architecture with distinct roles to improve task accuracy through internal checks. MiniMax also unified its token- and agent-based subscription plans, giving users more flexible access across its model ecosystem.