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Shanghai Qizhi Institute, Southeast University, Nanjing Whale Cloud, Xiamen University
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Fixed-interface transfer can achieve high routing accuracy without retraining, revealing deeper insights into model behavior than previously understood.
Forget more memory? A novel control architecture proves that *how* you use retrieved information matters more than *how much* you retrieve, boosting arithmetic reasoning by +7 points without any model training.
