Question: Write a concise analysis of the tradeoff a team faces when they have no way to get data approximating future expectations and must decide whether to start with website images. Discuss what is gained and what risk is incurred.

Sample answer: When a team cannot obtain data that approximates future expected inputs, using website images offers a practical way to begin building a system rather than remaining stalled. This gain in progress comes at the cost of a real risk: the resulting system may not generalize well to the actual conditions it will face in the future, since website images may differ systematically from real-world future data.

Key points:

• Website images are a fallback only when no future-like data is available
• Using website images allows a project to start rather than stall
• The main risk is that the system may not generalize well
• The tradeoff is progress versus generalization risk

Rubric: Full credit: response identifies the fallback nature of website images, notes the practical benefit of being able to start, and clearly states the generalization risk. Partial credit: response mentions only one side of the tradeoff. No credit: response ignores the generalization risk or misstates the condition under which website images are used.