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AI and ML - Coggle Diagram

- - - - Unethical Option: Collect and use data without transparency or user consent.
      - Choice: Anonymizing the data while maintaining transparency. There is an ethical duty to respect user autonomy, and this outweighs the potential benefits of using the data without consent.
      - Ethical Option: Ensure transparency by informing the users and making their data anonymous (Aligned with Kantian Ethics - duty to respect individuals' rights and consent).
    - - Choice: Inform users and seek consent. Trust and transparency foster long-term societal benefits.
      - Unethical Option: Use data without notification for the "greater good".
      - Ethical Option: Notify users and obtain explicit content (Virtue Ethics - prioritizes trust and respect patient care).
- - - - Unethical Option: Conceal the false positive to avoid any damage to reputation.
      - Choice: Inform the customers, as transparency would strengthen the trust in the company.
      - Ethical Option: Inform the customers, even if it is an error (Kantian Ethics - obligation to be truthful).
    - - Unethical Option: Hide the monitoring to ensure better threat detection.
      - Ethical Option: Notify employees about the surveillance (Utilitarianism - greater transparency leads to trust and morale).
      - Choice: Notify the employees, the ethical priority is balancing security and individual privacy.
- - - - Unethical Option: Ignore the bias to prioritize efficiency.
      - Choice: Retrain the model to promote fairness, reduce bias, and foster ethical security practices.
      - Ethical Option: Re-evaluate and retrain the model to eliminate bias (Virtue Ethics - fairness and equity).
    - - Choice: Implement some sort of human oversight. Ethical concerns arise from relying only on imperfect systems.
      - Unethical Option: Let AI handle decisions without any oversight.
      - Ethical Option: Combine AI with human oversight to review suspicious activity (Utilitarianism - balanced approach ensures accuracy and fairness).
- - - - Unethical Option: Deploy it to expedite security measures.
      - Choice: Hold off deployment, ethical responsibility lies in ensuring that the technology is fair.
      - Ethical Option: Hold back the deployment until accuracy for all demographics is achieved ( Virtue Ethics - respect for all individuals).
    - - Choice: Halt the system to fix biases, ethical decision-making values fairness over convenience.
      - Unethical Option: Continue using the biased tool to meet hiring quotas quickly.
      - Ethical Option: Pause the system and address the bias (Kantian Ethics - duty to ensure fairness and equality).