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Shanghai Jiao Tong University
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MoE serving can now scale 4.5x-11.7x faster by reusing existing runtime state, sidestepping costly instance reconstruction.
AI agents can now checkpoint and rollback sandbox states in milliseconds, unlocking deeper search and larger-scale fan-outs previously bottlenecked by slow state duplication.