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Introduces a custom iOS tool called misaka26 that can modify the region of Chinese devices to enable Apple AI and other hidden features, supporting iOS 16.0 to 26.2 beta 1.
This Apple research paper introduces 'Reinforced Agent,' a method that moves evaluation into the execution loop using a specialized reviewer agent to correct tool-calling errors in real-time. It demonstrates significant accuracy improvements on benchmarks like BFCL and τ²-Bench without retraining the base agent.