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What are best practices for Emerging AI Research Trends

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When working with Emerging AI Research Trends, start with a clear goal, test on real data early, keep the approach as simple as possible at first, and follow established practices from the AI community rather than guessing.
Real-world example Research into making large language models more efficient to run is currently an emerging trend in the AI research community.

Common follow-ups: What is AI Research & Academic Foundations, How is Emerging AI Research Trends evaluated in practice, What tools are commonly used for Emerging AI Research Trends

AI Research & Academic Foundations topics: History & Evolution of AI Foundational AI Research Papers AI Conferences & Publications
All 7 Emerging AI Research Trends questions