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LLMs achieve more reliable in-context learning from rules than from examples, challenging the conventional reliance on few-shot prompting.
OpenMP debugging gets a major speed boost: new distributed recording slashes record-and-replay overhead by 2-5x, finally making it practical for large-scale HPC apps.
Save up to 20% on checkpoint storage in HPC apps by surgically excluding unused data elements, identified via automatic differentiation.
