Aligning to What? Rethinking Agent Generalization in MiniMax M2

The challenges of agent generalization for the MiniMax M2 model, emphasizing the need for interleaved thinking and the insight that true generalization requires adapting to perturbations across the entire operational space, not just tool scaling.