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What are best practices for Foundational AI Research Papers

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When working with Foundational AI Research Papers, 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 The paper that introduced the transformer architecture is considered one of the most influential foundational AI research papers in recent years.

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