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LLMs can optimize database queries on GPUs, achieving over 2.5x speedup by leveraging advanced execution strategies and kernel fusion.
AI agents are far better at automating data engineering tasks than previously thought, but flawed benchmarks are obscuring their true potential.
Forget expensive human annotations – this new method uses information theory to automatically score each step of an LLM's reasoning process, making chain-of-thought supervision scalable and efficient.