AWS Certified AI Practitioner AIF-C01 Practice Question

Including actual customer records in the prompt can expose personally identifiable information to the model provider or any system that stores prompt logs. This violates data-protection policies and can lead to accidental leakage of sensitive data. While longer prompts may raise latency or cost and high temperature can affect response quality, those issues are performance-related, not security-related. Exceeding the context window would simply truncate the prompt but would not itself leak data; the core concern is that confidential information is being shared outside the organization.