The correct option is It can produce insecure or biased code because of patterns learned from its training data.

Every suggestion will be identical regardless of the repository or context is incorrect because modern assistants condition on prompts, surrounding files, repository context, and even coding conventions, so outputs vary with context.

Vertex AI provides a guarantee that generated code is copyright safe and production ready is incorrect because vendors do not provide blanket guarantees that outputs are free of infringement or fit for production. Providers emphasize responsible use and require human review and testing to validate quality and safety.

It will eliminate the need for engineers on the team is incorrect because these tools augment developers rather than replace them, and they still require human judgment for design, correctness, security, and maintainability.

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