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Why is it important to combine rate limiting with budget controls in AI systems?

hard📝 Conceptual Q10 of 15
Agentic AI - Agent Safety and Guardrails
Why is it important to combine rate limiting with budget controls in AI systems?
ABudget controls improve AI model accuracy
BTo prevent both excessive request rates and overspending
CBecause rate limiting alone increases costs
DRate limiting removes the need for budget controls
Step-by-Step Solution
Solution:
  1. Step 1: Understand rate limiting purpose

    Rate limiting prevents too many requests in short time.
  2. Step 2: Understand budget control purpose

    Budget controls prevent spending more than allowed.
  3. Step 3: Combine benefits

    Both together ensure system stability and cost control.
  4. Final Answer:

    To prevent both excessive request rates and overspending -> Option B
  5. Quick Check:

    Combine limits for stability and cost control [OK]
Quick Trick: Use both limits to control usage and cost [OK]
Common Mistakes:
  • Thinking one control replaces the other
  • Confusing budget control with accuracy improvement

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