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Models & ResearchAI AgentsAI DevelopmentInfrastructure & HardwareImage, Video & AudioRobotics & Autonomous SystemsBusiness & IndustryPolicy & RegulationSafety & SecurityBenchmarks & EvaluationOpen Source & CommunityAI in Society
Robotics & Autonomous SystemsBusiness & IndustryPolicy & RegulationSafety & SecurityBenchmarks & EvaluationOpen Source & CommunityAI in Society

8 NovBenchmarks & EvaluationThe Decoder

AI coding agents still need human cleanup on nearly three out of four tasks in a real-world test

AIAI-generated summary Researchers from Alibaba and several Asian universities created a coding-agent benchmark called Co-Design Bench using real user change requests. GPT-6 Astra achieved the highest score among ten models tested, but fully completed only 26.4 percent of the assigned tasks.

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