Microsoft Azure AI Fundamentals AI-900 Practice Question

Which statement best reflects responsible AI considerations for bias when using generative AI models in Azure OpenAI Service?

  • Generative AI models are inherently unbiased because they rely solely on mathematical algorithms, so human oversight is unnecessary.

  • Using Azure OpenAI content filters alone removes all bias from generated outputs, eliminating the need for additional red-team testing.

  • Generative AI models can inherit and amplify social biases present in their training data; developers should apply ongoing human-led monitoring, testing, and mitigation strategies.

  • Bias is only a concern during the pre-training phase; once a model is fine-tuned it can be deployed safely without further monitoring.

Microsoft Azure AI Fundamentals AI-900
Describe features of generative AI workloads on Azure
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