Zhihao Wan
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CodeCytos is a novel coding-based reasoning agent framework that enables dynamic, programmable interaction with spatial molecular imaging data, significantly improving the automation and customization of complex tissue analysis.
This paper proposes a recovery routing system for coding agents that uses a supervised router and Conformal Risk Control (CRC) layer to determine when to spend more compute or escalate to a stronger model.
Papers
CodeRescue: Budget-Calibrated Recovery Routing for Coding Agents
Qijia He, Jiayi Cheng, Chenqian Le, Rui Wang +7 more
This paper proposes a recovery routing system for coding agents that uses a supervised router and Conformal Risk Control (CRC) layer to determine when to spend more compute or escalate to a stronger m…