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Reflection -- Hello, Azure AI

Answer these questions after completing the activity (2-3 sentences each). Connect your answers to specific things you observed while coding and experimenting.

1. Service Surprises

Which of the three Azure AI services (OpenAI, Content Safety, Language) surprised you the most? Connect this to something specific you observed during your experiments -- a response you didn't expect, a behavior that seemed too easy or too hard, or a result that made you rethink how the service works. Language because it gave me about twelve hours worth of errors due to my list returning the result of NONE.

2. Lazy Initialization

How would you explain the lazy initialization pattern to a colleague? Why is it used instead of creating clients at the top of the file? Processes are used as needed and not all at once, I believe.

3. Content Safety in the Real World

A resident files this complaint: "A man was assaulted at this intersection because the street light has been out for months." This text describes real violence but is a legitimate safety concern. Should the system block it, flag it for human review, or pass it through? What factors would you weigh in making that decision? I would assume it would be flagged for human review because of the word assaulted.