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nttien94
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Joined 11 days ago
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How to build AI Research Team
As I plan to establish an AI Research Lab dedicated to enterprise-grade LLM development, what are the end-to-end best practices for: Setting up the lab’s infrastructure, governance and research processes; Assembling an optimal multidisciplinary team structure (e.g., research scientists, ML engineers, data engineers, MLOps specialists, security and compliance officers); Sourcing and purchasing high‑quality, domain‑specific enterprise datasets—including typical marketplaces, licensing models, pricing considerations, and budget planning; Defining the key output criteria for an enterprise LLM—covering performance metrics (latency, throughput, accuracy), scalability, robustness, interpretability, bias mitigation, security, and regulatory compliance?22Views0likes0Comments
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