AI and Its Ethical Challenges: Bridging the Gap in Decision-Making Systems

Struggling with where to start this assignment? Follow this guide to tackle your assignment easily!

Step 1: Understand the Assignment

You are required to write a 3-page topic proposal for your dissertation in APA format. Your proposal must:

• Sketch the topic and reasoning behind it.
• Include a potential thesis statement.
• Outline a thesis map for your Literature Review.
• Link the topic to relevant theory and identify a gap or problem in the literature.
• Show how the topic aligns with your program goals and core courses.

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Step 2: Select a Relevant AI Topic

Choose a topic in AI that interests you and has significant issues to address. For example:

• “Ethical Challenges in AI Decision-Making Systems”
• “AI-Powered Cybersecurity: Addressing Vulnerabilities in Machine Learning Models”
• “Improving Healthcare Outcomes with AI While Addressing Privacy Concerns”

Select a topic that connects with IT concepts, emerging technologies, and real-world challenges.

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Step 3: Structure Your Proposal

Title Page

Format the title page according to APA guidelines, including:

• Title: Reflect your topic (e.g., Ethical Challenges in AI Decision-Making Systems).
• Your name.
• Institution.
• Course details.
• Date.

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Page 1: Introduction and Problem Statement

1. Introduce the Topic
   • Provide an overview of the chosen AI topic, including its relevance and importance.
   • Highlight its current applications and potential for impact.
2. State the Problem
   • Identify the specific issue or gap in the literature.
   • Explain why this gap needs to be addressed and how solving it will benefit the field.
   • Example: “While AI decision-making systems improve efficiency, they often face challenges related to fairness, transparency, and accountability, creating a trust deficit in their deployment.”

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Page 2: Theoretical Framework and Research Objectives

1. Link to Theory
   • Discuss existing theories or frameworks related to your topic. For instance, if discussing ethical AI, refer to frameworks like Fairness, Accountability, and Transparency in Machine Learning (FATML).
2. Research Question and Objectives
   • Define a clear research question. Example: “How can ethical challenges in AI decision-making systems be identified and mitigated effectively?”
   • List objectives that align with the question:
     • Investigate common ethical issues in AI.
     • Analyze existing frameworks.
     • Propose practical solutions for ethical AI deployment.

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Page 3: Thesis Statement and Thesis Map

1. Thesis Statement
   • Provide a concise statement summarizing your dissertation’s focus. Example:
     “This dissertation aims to address the ethical challenges in AI decision-making systems by analyzing existing frameworks, identifying gaps, and proposing a comprehensive ethical model for trustworthy AI deployment.”
2. Thesis Map (Literature Review Outline)
   • Introduction: Discuss the significance of AI in IT and society.
   • Key Challenges in AI: Bias, transparency, privacy concerns, accountability.
   • Existing Frameworks: Analyze current solutions, such as FATML.
   • Case Studies: Include real-world examples (e.g., AI in hiring, healthcare, and predictive policing).
   • Proposed Framework: Present your unique contribution to address the gaps.
3. Connection to Program Goals
   • Explain how your research aligns with your program and coursework. Example: “This research leverages knowledge from data ethics, algorithm design, and system architecture to address real-world challenges in AI ethics.”

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Step 4: Formatting the Proposal

• Use Times New Roman, 12 pt font, and double-spacing.
• Add proper APA citations for references to theories or case studies.
• Include a References page with at least 3 credible sources.