Assignment 3: Responsible AI and Society

Overview

In this assignment, you will examine what it means to build and deploy AI responsibly. You will first summarize the assigned course material on Responsible AI. You will then expand beyond the course content by finding additional high-quality sources, comparing their arguments and evidence, and forming your own analytical position. The purpose of this assignment is not only to understand the concept of Responsible AI, but also to evaluate how researchers, firms, and policymakers think about risk, governance, and long-run social impact.

Learning Objectives

Define Responsible AI and explain why it matters for generative AI systems.

Identify key risks such as bias, misinformation, privacy, safety, accountability, and labor displacement.

Compare different governance approaches proposed in academic, policy, and industry sources.

Develop a clear evidence-based argument about whether Responsible AI constrains or strengthens innovation.

Assignment Components

Part I Core Summary

Write a structured summary of 500700 words regarding the following concepts. Organize your response under the following headings:

Core Concept: What does Responsible AI mean? Why has it become a central issue in generative AI?

Main Risks and Concerns: Identify and explain the major risks discussed in the course material.

Stakeholders: Discuss who is affected by irresponsible AI deployment. You should address at least three stakeholder groups.

Governance and Mitigation: Explain how firms, developers, or governments can make AI systems more responsible.

Limitations and Open Questions: What problems remain difficult to solve in practice?

Part II Analytical Reasoning Question

Write 300500 words responding to the following question: Why is building a powerful AI model not enough? Why must firms also consider responsibility, governance, and social impact?

Explain why technical performance alone is not sufficient.

Discuss at least two risks that arise when AI systems are deployed at scale.

Explain the business tradeoff between innovation and responsibility.

Discuss when responsible AI requirements may slow firms down and when they may increase trust, adoption, and long-run value.

Part III Literature Expansion

Find at least three credible outside sources published recently on Responsible AI, AI governance, AI ethics, or the societal impacts of generative AI. You may use peer-reviewed journal articles, policy reports, major research institute reports, or high-quality industry research.

Your sources should be analytical and substantive. Do not use random blogs, promotional webpages, or purely opinion-based pieces.

For each source, complete the comparison table on the next page.

Your three sources should not all come from the exact same organization.

Part IV Synthesis Essay

After reviewing the additional sources, write a 500700 word synthesis essay responding to the following question: Does Responsible AI mainly act as a constraint on innovation, or does it improve the long-run value and trustworthiness of AI systems?

Compare findings across the sources.

Identify areas of agreement and disagreement.

Distinguish between technical risk, business risk, and social risk.

Take a clear final position and support it with evidence.

Source Comparison Table

Study / Report	Research Question	Data / Context	Main Finding	Risk Discussed	Proposed Governance Tool

AI Use Policy for This Assignment

Permitted use: You may use AI tools to help you brainstorm search terms, identify possible themes, improve grammar, clarify wording, or help format your comparison table. Not permitted: You may not ask AI to generate your full summary, reasoning response, synthesis essay, or presentation script and then submit it as your own work.

Your ideas, source selection, comparisons, and final written argument must be your own.

Any outside factual claim, quotation, or statistic must be verified using the original source you cite. Do not cite AI tools as if they are scholarly sources.

If you use AI at any stage, include a brief AI Use Disclosure at the end of your submission describing how you used it. Example: I used ChatGPT to help brainstorm keywords for my literature search and to proofread grammar. All analysis and final writing are my own.

Failure to verify sources, fabricated citations, or heavy AI-generated writing may be treated as an academic integrity violation.

Submission Requirements

Submit one document containing Parts IIV.

Use clear headings that match the assignment sections.

Include full citations for all outside sources in a consistent format.

Place the AI Use Disclosure at the end of the document.

Write in complete sentences and support your claims with evidence.

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