Computer Science – 7.1 Ethics and Ownership | e-Consult

Ethical Principles Involved:

• Beneficence & Non-Maleficence: The developer has a responsibility to maximize benefit and minimize harm. A biased system demonstrably causes harm by unfairly targeting a specific group.
• Justice & Fairness: The system's bias violates principles of justice and fairness, as it leads to discriminatory outcomes.
• Autonomy: While less directly applicable here, the potential for misuse of the system raises concerns about individual autonomy and privacy.
• Professional Codes of Conduct: Most professional codes of conduct for computer scientists emphasize integrity, responsibility, and avoiding harm.

Acting Ethically: The developer has several options:

• Raise the issue with their supervisor/management: This is the most direct and recommended approach. They should clearly explain the bias and its potential consequences.
• Refuse to work on the project: If their concerns are ignored, the developer may have a moral obligation to refuse to participate in a project they believe is unethical.
• Document the issue thoroughly: Maintain detailed records of the bias, the communication with management, and any other relevant information. This could be crucial if further action is needed.
• Seek external advice: Consult with an ethics expert or professional body for guidance.

Consequences of Acting Ethically:

• Positive: Could lead to the system being redesigned to address the bias, resulting in a fairer and more accurate system. Demonstrates integrity and professionalism.
• Negative: Could result in the developer facing pressure from management to proceed with the project despite their concerns. Could potentially lead to job insecurity, although ethical considerations should take precedence.

Acting Unethically: Examples of unethical actions include:

• Ignoring the bias and proceeding with the project: This would be a clear violation of ethical principles and could have serious consequences.
• Attempting to conceal the bias from management: This is dishonest and undermines trust.
• Participating in the development of the system without raising concerns: This could be interpreted as complicity in unethical behavior.

Consequences of Acting Unethically:

• Negative: Could lead to the deployment of a discriminatory system with potentially harmful consequences for the affected group. Could damage the developer's reputation and career. Could have legal repercussions.
• Positive: In the short term, the developer might avoid potential conflict or job loss. However, this is a short-sighted and unethical approach.

Conclusion: The developer has a strong ethical obligation to address the bias in the facial recognition system. While there may be risks associated with speaking up, the potential harm caused by deploying a biased system far outweighs those risks. A proactive and principled approach is essential to upholding ethical standards in computer science.