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The tweet thread highlights the importance of infrastructure in AI research, exemplified by the collaboration between turbopuffer and SID AI to train the SID-1 agentic search model using large-scale RL, achieving 1.9x recall over RAG+rerank and 24x faster/99% cheaper than GPT-5.1.