Question: In a short essay, explain why the guidance about building a first simple system quickly is intended for people developing AI applications rather than for academic researchers, and describe what that means for how the guidance should be used.

Sample answer: The guidance is aimed at application builders because their main goal is to deliver a useful system and improve it through real-world feedback. For them, starting with a simple baseline and iterating quickly is often the fastest path to value. Academic researchers often have a different goal: exploring new ideas, proving properties, or producing novel methods, which can justify a different workflow. The distinction matters because readers should apply the advice only when their situation matches the application-building setting; researchers may need other priorities and evaluation criteria.

Key points:

• The advice is for AI application builders.
• It is not the same advice academic researchers necessarily need.
• Simple first versions support fast iteration and deployment.
• Research settings may prioritize novelty, proof, or controlled experimentation.
• Readers should judge whether the advice fits their goal before using it.

Rubric: Full credit: names both audiences, explains why quick iteration helps application building, and states that research contexts may need different guidance. Partial credit: identifies the audiences without fully explaining the reason or implication.