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To ensure the ethical development and deployment of artificial intelligence, it is crucial to actively participate in shaping the ethical standards and guidelines that govern these technologies, rather than simply being a passive user.

Proactive Engagement with AI Ethics

A team of AI developers is creating a language model for a customer service chatbot. They realize the model could inadvertently learn and reproduce harmful stereotypes present in its vast training data. Which of the following actions best demonstrates a proactive approach to managing this ethical challenge, rather than a reactive one?

You are a member of a university's technology ethics committee. The university is considering deploying a new AI system that analyzes webcam footage from online classes to detect student inattention and flag individuals at risk of failing. Rather than simply approving or rejecting the proposal, your role is to recommend a series of proactive steps the university should take to ethically evaluate and shape the potential use of this technology. Describe at least three distinct proactive steps.

Ethical AI Implementation in Education

A technology company has developed a new AI system to screen job applicants. The company's legal team has confirmed that the system fully complies with all existing employment and anti-discrimination laws. From an ethical standpoint, evaluate the sufficiency of this 'legal compliance' approach. Propose and justify three specific, additional actions the company could take to more proactively engage with the ethical implications of their AI system, moving beyond simple compliance.

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