Here’s a competition outline for evaluating students on their ability to create a Custom GPT effectively.

Custom GPT Creation Competition

Objective:
Students will design and develop their own Custom GPT based on a given theme. The goal is to test their ability to create a focused and intelligent AI model that remains within scope, answers all relevant questions, and demonstrates a structured approach.

Competition Format

• Phase 1: Topic Selection (1 Day)
  Each participant/team selects a topic from the given list or proposes their own (with approval).
• Phase 2: Custom GPT Development (3-5 Days)
  • Participants train and refine their GPT model using OpenAI’s Custom GPT framework.
  • They must define system instructions, capabilities, and limitations.
• Phase 3: Performance Testing & Refinement (2 Days)
  • Students test the model with sample queries.
  • They refine responses to ensure accuracy, completeness, and relevance.
• Phase 4: Final Evaluation & Presentation (1 Day)
  • Each team presents their GPT.
  • Judges test the model with real queries.
  • Feedback is given, and winners are announced.

Suggested Topics

Students can choose from the following categories:

1. Educational GPTs

• Math Solver GPT – Helps solve math problems with step-by-step explanations.
• History Explainer GPT – Provides historical facts, timelines, and analysis.
• Science Tutor GPT – Answers questions about physics, chemistry, and biology.

2. Industry-Specific GPTs

• Legal Advisor GPT – Provides legal insights for students and startups.
• Health & Fitness GPT – Gives fitness routines, diet plans, and health tips.
• Stock Market Analyst GPT – Explains stock market trends and investment strategies.

3. Creative GPTs

• Story Generator GPT – Writes short stories based on prompts.
• Music Composer GPT – Suggests melodies, lyrics, and compositions.
• Poetry Writing GPT – Creates poems based on themes and emotions.

4. Tech & Business GPTs

• Coding Helper GPT – Provides coding solutions and debugging assistance.
• Startup Mentor GPT – Advises on business ideas, funding, and marketing.
• Digital Marketing GPT – Assists in SEO, content creation, and ad strategies.

5. Fun & Entertainment GPTs

• Travel Planner GPT – Suggests destinations, itineraries, and budgeting tips.
• Movie & Book Recommendation GPT – Recommends books and movies based on preferences.
• Mythology GPT – Answers queries about mythology and folklore.

Guidelines for Creating a High-Quality Custom GPT

To make an effective Custom GPT, students should follow these best practices:

1. Defining a Clear Purpose

• Clearly state what the GPT is designed for.
• Specify its capabilities and limitations to avoid unnecessary queries.
• Example: A “Stock Market Analyst GPT” should not answer questions about cooking.

2. Structuring Responses

• Ensure answers are concise, accurate, and informative.
• Use bullet points, numbered lists, or structured responses where applicable.
• Example: If making a “Coding Helper GPT,” provide code snippets with explanations.

3. Handling Edge Cases

• Predict misinterpretations and irrelevant questions and handle them gracefully.
• Example: If someone asks a “Science Tutor GPT” about celebrity gossip, it should redirect or politely decline.

4. Testing & Optimization

• Use diverse test cases to refine answers.
• Make sure the GPT stays on-topic and avoids hallucinating responses.
• Fine-tune based on common user queries.

Evaluation Criteria

Each submission will be judged on the following:

Total: 100 Points

Final Presentation & Testing

• Each participant will demo their GPT live in front of a panel.
• Judges will ask real-world queries to test its performance.
• The best GPTs will be awarded certificates & prizes based on scores.

Outcome & Learning

By participating, students will: ✅ Learn to define system instructions effectively.
✅ Understand AI model limitations and how to refine them.
✅ Gain practical experience in AI customization.
✅ Improve problem-solving skills in AI-based development.

Ready to Build Your Custom GPT? 🚀 Let’s Begin!

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Here are some great business case study topics for a presentation, covering a range of industries, strategies, and business challenges:

1. Successful Business Turnarounds

• Apple’s Comeback (1997-Present) – How Steve Jobs revived Apple from near bankruptcy.
• Netflix’s Evolution – From DVD rentals to global streaming dominance.
• Starbucks’ Reinvention – How the brand bounced back from a decline in the 2000s.

2. Market Disruptors & Innovations

• Tesla’s Disruption of the Auto Industry – How electric cars went mainstream.
• Amazon’s E-Commerce Revolution – Customer obsession and logistics mastery.
• Uber’s Ride-Sharing Model – Transforming the taxi industry globally.

3. Failures & Business Mistakes

• Nokia’s Downfall – How they lost the smartphone race to Apple and Android.
• WeWork’s IPO Disaster – The rise and fall of a tech unicorn.
• Blockbuster vs. Netflix – A classic case of failing to adapt to change.

4. Marketing & Branding Strategies

• Coca-Cola vs. Pepsi Wars – The battle of the cola giants.
• Nike’s Endorsement Strategy – How athlete partnerships shaped its brand.
• Dove’s Real Beauty Campaign – How it changed beauty marketing forever.

5. Business Model Innovations

• Airbnb’s Sharing Economy Success – Disrupting the hospitality industry.
• Spotify’s Freemium Model – Reinventing the music business.
• Zara’s Fast Fashion Strategy – Speed and agility in retail.

6. Crisis Management & PR Disasters

• Johnson & Johnson’s Tylenol Crisis (1982) – A textbook case of crisis management.
• Facebook & Cambridge Analytica – Data privacy and public trust issues.
• Toyota’s Recall Crisis – How they handled a major safety scandal.

7. Ethical Business Practices & Corporate Social Responsibility (CSR)

• Patagonia’s Sustainability Strategy – Profits with a purpose.
• TOMS Shoes’ “One for One” Model – Can social good and business mix?
• Unilever’s Sustainable Living Plan – Balancing profitability and responsibility.

8. Business Expansion & Globalization

• McDonald’s Global Strategy – How they adapted to different cultures.
• IKEA’s Entry into India – Navigating regulations and local preferences.
• Tesla’s Entry into China – Breaking into the world’s biggest EV market.

9. Mergers & Acquisitions

• Disney’s Acquisition of Marvel & Star Wars – A storytelling empire.
• Facebook Buying Instagram & WhatsApp – A strategy to dominate social media.
• Microsoft’s Acquisition of LinkedIn – A smart business networking move.

10. Future Business Trends & Innovations

• The Rise of AI in Business – How companies are leveraging AI for growth.
• The Future of Retail – E-commerce vs. Brick & Mortar
• Sustainable Business Practices & the Green Economy

Would you like me to create a slide-by-slide breakdown for any of these topics? 🚀