OpenAI Model Applications and Insights

Sep 22, 2024

Lecture on OpenAI's New Model Release

Overview

  • The new OpenAI model is highly advanced in reasoning.
  • It is designed to solve complex problems and can outperform humans in certain areas like competitive programming.
  • Many users are unsure how to utilize this model effectively due to its advanced capabilities.

Real-World Use Cases

  • The lecture focuses on five main categories of use cases.

Coding

  • Competent Coder: The model excels in writing coherent code.
    • Example: Creating a 3D FPS game in HTML by someone with zero coding skills.
    • Potential: Build applications with step-by-step guidance from the model.
    • Demonstration: Example of combining OpenAI with AI applications to create a weather app quickly.
  • Future Potential: Understanding coding with AI now prepares for future developments with more advanced models.

Business/Management Advice

  • The model can assist with strategic business decisions by analyzing complex scenarios.
    • Example: Crisis management for a company facing supply chain issues.
  • Personal Application: Use the model for personalized business advice or starting a side hustle.

Healthcare

  • The model performs well in making medical diagnoses by reasoning over multiple factors.
    • Comparison with previous models shows improved accuracy and reasoning.
    • Applications: Could assist with personalized health plans or preliminary suggestions before professional medical consultation.

Legal Work

  • Document Revision: The model significantly improves the process of revising legal documents by ensuring consistency and accuracy.
  • Numerical Accuracy: Enhanced ability to handle numerical data within legal texts, preventing costly errors.

Research

  • The model can aid in academic research by quickly generating code and providing insights.
    • Example: Replicating a year's worth of PhD project work within an hour.

Conclusion

  • The model's reasoning capabilities allow it to offer extensive insights across various fields.
  • Users are encouraged to experiment with the model and share ideas for further applications.