Category: Artificial Intelligence

Before beginning this assignment, view its for detailed guidance on working with PowerPoint and completing this assignment.

Utilize AI to support personalized learning and academic tasks. (CSLO 4)

Having read the unit content on AI in Education, list any 3 major takeaways you got from it. Share with the class how you have been using AI for learning before completing this unit, and what measures you would implement while using AI in your learning moving forward.

This capstone project synthesizes the knowledge and skills acquired throughout the “Introduction to Business Technology” course. Your challenge is to identify a significant societal or environmental problem and propose an innovative, AI-driven business solution. This project requires you to think strategically about how technology, particularly AI, can be leveraged for business success and as a force for positive impact in the world. You will develop a high-level strategic proposal presentation outlining your AI initiative, considering its technological feasibility, business viability, ethical implications, and potential positive societal/environmental outcomes.

We have explored how digital technologies and AI are transforming businesses (Chapters 14), enhancing communication and collaboration (Chapter 5), and presenting critical cybersecurity and ethical challenges (Chapter 6). Now, in line with Chapter 7’s focus on innovation and strategy, we apply this understanding to conceive solutions that address real-world problems. The goal is to move beyond purely profit-driven applications and explore how AI-powered business models can contribute positively to society or the environment.

Develop an “AI for Good” Business Proposal

Your main task is to develop a proposal presentation for an innovative business idea that uses AI to help solve a real-world social or environmental problem. Think about how technology can be used to make a positive difference. This is your chance to be creative and show how technology can be a force for good.

Part One: Identify a Problem/Opportunity

Review the “SDG Tracker: Measuring Progress Towards the Sustainable Development Goals,” located in the topic Resources, and choose one goal that you care about.

Be prepared to develop PowerPoint slides that explain the SDG goal you have selected and who or what it affects. Be specific and include research to support your answer.

Part Two: Propose an AI-Driven Solution

Come up with an original business idea that uses AI to tackle the SDG goal you chose.

Be prepared to develop PowerPoint slides that address the following:

• Review the “Social Responsibility and Conscious Capitalism” YouTube video, located in the topic Resources, and include principles in your descriptions and discussions.
• Describe what your idea (product or service) does and how AI is a key part of it. What kind of AI would it use (e.g., AI that understands language, recognizes images, finds patterns, creates text/images, or makes processes more efficient)?
• Discuss the main people who would use your solution, or who would benefit from the good it does.

Part Three: Integration of Faith, Learning, and Work (IFLW)

Be prepared to develop PowerPoint slides that address the following:

• Review “Statement on the Integration of Faith and Work,” located in the topic Resources, and apply at least two “WE BELIEVE” statements in your discussions and explanations.
• Explain how faith-driven community involvement is integral to your solution. Highlight the importance of fostering collaboration and mutual support among all stakeholders.

Part Four: Develop Your Proposal Presentation

Use the “AI for Good – Business Innovation Proposal” template attached to organize your ideas. Your proposal should cover the following main areas, which are detailed in the template:

• Explain the problem and the positive change you want to make.
• Describe your AI solution and who it helps.
• Include the discussion of conscious capitalism and integration of faith, learning, and work (IFLW) applications.

Presentation Requirements

• Total of 1520 slides, including introduction, conclusion, and reference slides
• An introduction, conclusion, and reference slide
• Clear and visually engaging slides
• Concise bullet points rather than large text blocks
• A minimum of four to five credible sources to support your research
• Clear and concise speaker notes
• 75100 words of speaker notes per slide

Submit your PowerPoint slides with speaker notes to the instructor in the digital classroom

Link;

Example below

“Sustainability, Ethics, EDI, and Safety” section for both the project report and the presentation slides.

Task Brief: Writing the “Sustainability, Ethics, EDI, and Safety” Section

Project Title: AI-Enabled Waste Management and Biogas Generation for a Sustainable Future.

Target Audience: Engineering Faculty / Military Technological College (MTC).

Objective: To complete the “Sustainability, Ethics, EDI, and Safety” section for Artefact 3 (Final Report) and the corresponding Presentation Slides.

Part 1: The Word Report (Approx. 8001000 words)

Please write the following subsections according to these specific guidelines:

1. Risks (Include a Risk Register Table)

Identify 4-5 key risks specific to this AI-Biogas system:

Technical: AI model misclassification (food waste going into the plastic bin).

Operational: Biogas leakage or pressure buildup in the digester.

Safety: Electrical short circuits due to the proximity of the microcontroller (Arduino/Pi) to organic waste moisture.

Mitigation: Explain how we use pressure sensors, gas sensors (MQ-4), and waterproof housing for electronics to manage these risks.

2. Safety and Security

Physical Safety: Discuss the automated lid and sorting mechanismhow do we ensure users dont get their hands caught? Mention “Emergency Stop” or sensor-based safety pauses.

Biogas Safety: Explain the use of safety valves and ventilation to prevent methane accumulation.

Data Security: Address the camera module. State that the system processes images locally (Edge AI) and does not store or transmit images of people, ensuring user privacy and data security.

3. Sustainability

Resource Recovery: Focus on “Waste-to-Energy.” Explain how converting food waste to biogas reduces greenhouse gas emissions (Methane) compared to traditional landfills.

Life Cycle: Discuss the use of durable materials (e.g., metal frame, recyclable plastic containers) to ensure the bin has a long operational life.

Alignment: Explicitly mention how this project supports Oman Vision 2040 regarding environmental sustainability and clean energy.

4. Ethical and Professional Considerations

Engineering Standards: Mention following international safety standards for biogas handling and electronic waste.

AI Transparency: Acknowledge that AI is used for sorting and emphasize that the goal is the “Public Good” (cleaner cities).

Professional Integrity: State that the team has avoided “greenwashing” by using real performance data from the digester.

5. Equality, Diversity, and Inclusion (EDI)

Inclusive Design: How is the bin accessible to everyone? (e.g., the disposal inlet height is suitable for people in wheelchairs; use of visual icons for those who cannot read).

Community Impact: Explain how the project benefits the whole community by reducing odors and pests, promoting a healthier environment for all demographics.

Part 2: The Presentation Slides (4 Slides)

For the presentation, condense the information into visual, bullet-point format:

Slide 1: Risk Management & Safety

Headline: Prioritizing Operational Safety.

Content: A brief version of the Risk Register (Risk vs. Mitigation).

Visuals: Icons of the MQ-4 Gas Sensor and Pressure Valve.

Slide 2: Environmental Sustainability

Headline: Contributing to a Circular Economy.

Content:

Reduction in Landfill waste.

Biogas as a renewable substitute for LPG.

Supporting Oman Vision 2040.

Slide 3: Ethical AI & Data Privacy

Headline: Professional & Ethical Implementation.

Content:

Non-invasive image recognition (detecting waste, not faces).

Transparent AI usage.

Adherence to MTC Engineering Codes of Practice.

Slide 4: EDI & Universal Design

Headline: Inclusive Solutions for Smart Cities.

Content:

Ergonomic design for all age groups and physical abilities.

Social impact: Cleaner, safer neighborhoods for the community.

Final Instructions for the Writer:

1 Consistency: Ensure the terminology (e.g., “Convolutional Neural Network,” “Anaerobic Digester,” “IoT sensors”) matches the technical parts of the report.

2 Formatting: Use MTC Referencing for any citations.

3 Tone: Use professional, academic engineering language.

4 Visuals: For the Presentation, ensure the theme matches the Military Technological College branding.

I will now proceed to generate the actual content for these slides based on this plan.

Step 1: Information Gathering (Complete based on your uploaded files).

Step 2: Presentation Planning.

THEME: Theme_4 (Professional, Modern, High-Contrast Business style – fitting for a Military/Engineering Project).

COLOR_PALETTE: Deep Navy, Professional Green (Sustainability), and White.

Slide List:

1 Title Slide: AI-Enabled Waste Management & Biogas Generation.

2 Sustainability: Resource Recovery & Oman Vision 2040.

3 Risk Management: Technical & Operational Mitigation.

4 Safety & Security: Physical Safety & Data Privacy.

5 Ethical Considerations: AI Integrity & Standards.

6 EDI: Inclusive Design & Accessibility.

7 Q&A Slide.

-You can take the information through the PDF file as well as from the Internet.

At its core, Artificial Intelligence (AI) is a branch of computer science dedicated to creating systems capable of performing tasks that typically require human intelligence.

*1. What is AI?*

– AI is the study of making computers think like humans in decision making, problem solving, and learning using databases.

*2. Key Uses of AI in Daily Life*

– *Healthcare*: Diagnoses diseases, develops drugs, monitors patients. Apps like Shim, Woebot, Wysa track emotions and suggest exercises.

– *Education*: Personalizes learning, auto-grading, adapts to student pace. Content Technologies customizes textbooks.

– *Smartphones*: Face recognition uses Computer Vision. Voice assistants like Google Assistant, Siri use Natural Language Processing.

– *E-Commerce*: Predicts customer behavior, personalizes shopping, powers cashless stores.

– *Autonomous Vehicles*: Self-driving cars use cameras, sensors, AI to travel without human input. Argo AI builds this tech.

– *Navigation*: Google Maps uses Machine Learning to predict traffic and give real-time updates.

– *Security & Surveillance*: Computer Vision analyzes images/audio to detect people, objects, unusual activities. DroneSense helps emergency teams.

– *Banking & Finance*: Detects fraud, predicts trends, gives personalized financial advice. Chatbots provide instant customer service.

– *Social Media*: Serves personalized content, detects graphic violence, understands user psychology.

*3. Popular AI Apps & Their Use*

– *Google Assistant*: Voice/text commands for search, reminders, device control. Launched 2016.

– *Siri*: Apples virtual assistant for hands-free tasks on iPhone/iPad.

– *Alexa*: Amazons voice assistant for smart home automation.

– *Cortana*: Microsofts assistant for reminders, notes, calendar management.

– *ELSA Speak*: Helps learn English pronunciation with instant feedback using speech recognition.

– *Socratic*: Googles homework app. Uses camera + AI to give visual explanations.

– *Fyle*: Expense management app for workflows and policy checks.

– *Youper*: AI mental health assistant to track mood and emotional health.

– *Uber/Ola*: Use AI for surge pricing, route optimization, and rating systems.

*4. Other AI Fields*

– *Entertainment*: Netflix, YouTube use AI for recommendations.

– *Video Games*: Like Far Cry use AI for characters and gameplay.

– *CRM*: Chatbots handle customer service.

*5. Core Idea*

AI is now part of almost every field from smartphones to smart cities making tasks faster, personalized, and automated.

*1. What is AI?*

– *Definition*: Artificial Intelligence is making machines/computers think like humans.

– *Key processes*: Decision making, problem solving, and learning through available databases.

– *Core idea*: Study of how to make computers think like humans in fields like decision making and logical thinking.

*2. Learning Objectives of the Chapter*

– *Foundations*: What is AI, Evolution of AI, Why AI Matters

– *Working*: Tasks Performed by AI, Terms Associated with AI

– *Categories*: Types of AI, Domains of AI, Different Dimensions in AI

– *Comparison*: Differences between Human Intelligence and AI

– *Interaction*: Human-Machine Interaction (HMI)

*3. Key Example from Chapter: Nancy & Robo*

– *Robo’s tasks*: Arranges closet by season, mood, last worn. Brings Nancy’s favorite chocolate shake.

– *How Robo knows*: Nancy’s father programmed her likes/dislikes into Robo’s system.

– *Point*: Shows AI uses data + programming to personalize and assist humans.

*4. Human Intelligence vs AI*

FeatureHuman IntelligenceArtificial Intelligence

**Learning**Learns from experience, emotionsLearns from data/database

**Decision**Can handle ambiguity, common senseFollows logic, needs clear data

**Creativity**Original ideas, imaginationBased on existing patterns

**Speed**Slower for large calculationsVery fast for computations

Want me to expand any section into detailed notes or make Q&A for revision?

A computer network is a collection of computers or other devices that are connected to each other in order to share data as well as hardware and software resources. Advantages of computer networking-1. File sharing,2. Resource sharing, 3. Ease of communication,and 4. centralised software.

USLO 6.1 Identify best practices for responsible internet and AI use. (CSLO 1)

Artificial intelligence is becoming more integrated into our daily lives, from writing tools to recommendation algorithms.

Think about how you currently use AI tools (like ChatGPT, Grammarly, or voice assistants) in your academic, personal, or professional life. What do you believe are the best practices for using AI responsibly? Consider topics like transparency, accuracy, academic integrity, and privacy. Can you think of a situation where using AI might cross an ethical line? How would you handle it?

I want you to rewrite a 12,000-word report and sound natural or academic enough. The report needs to be humanized, written in simple and clear language.

I also want you to properly use the many references I will provide for the report with correct citations. In addition, I want relevant graphs, statistics, and supporting data to be added to make the report stronger, more credible, and more professional.