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AWS Certified AI Practitioner AIF-C01 Practice Question

A company wants a generative-AI chatbot that rewrites a product feature list into a polished marketing blurb. Brand managers insist that the text must be identical every time when the same prompt is used. Which built-in limitation of large language models is most likely to prevent the team from meeting this requirement?

  • Fluctuating token pricing that changes operating costs over time

  • Cold-start latency that increases response time on the first invocation

  • The need for multilingual training data to avoid linguistic bias

  • Nondeterministic sampling that produces different token sequences for identical prompts

AWS Certified AI Practitioner AIF-C01
Fundamentals of Generative AI
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