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Google Cloud AI Research and UIUC introduce ReasoningBank, a memory framework that allows LLM agents to learn from both successes and failures, improving their reasoning capabilities over time.
AutoKernel is an open-source framework that uses autonomous LLM agents to automate GPU kernel optimization for PyTorch models, significantly reducing manual effort and improving performance.
