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Human-to-robot demonstration transfer notoriously collapses when tasks leave the 2D plane, but decoupling boundary keyframes from dense trajectory generation unlocks precise 3D flips and rotations across more than 1,200 objects.
MiniMax-M2 proves that massive parameter counts don't always translate to better agentic performance; strategic activation of a smaller subset can unlock frontier-level intelligence.
