Databricks announces its platinum sponsorship of NeurIPS 2025 and showcases three research contributions: FreshStack, a framework for generating realistic information retrieval benchmarks on technical documents; a study demonstrating that LLM retrieval capabilities scale predictably with pretraining FLOPs; and PARQA, a new

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