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Introduction to GPT-40 and its Capabilities

Jul 16, 2024

Lecture Notes: Introduction to GPT-40 and its Capabilities

Overview of GPT-40

  • Release: Recently released by OpenAI.
  • Name Meaning: "O" stands for Omni.
  • Capabilities: Can input and output text, audio, and images.
  • Specialty: Better at vision and audio understanding compared to previous models.

Demonstrations and Access

  • Demos: Recommended to watch all demos to see the full range of capabilities.
  • Access Testing: The speaker tested access to the model and confirmed the availability.

Vision Functionality Test

  • Initial Setup
    • Reference to a previous video involving a Python program for brokerage account and stock charts.
    • Program interacts with Interactive Brokers TWS API to pull stock data.
  • Features Tested
    • Chart Pulling: Examples include Taiwan Semiconductor, AMC, and GME.
    • Screenshot Functionality: Saves charts as screenshots to a directory.
    • Technical Analysis: GPT-40 provides markdown descriptions with technical analysis of the saved charts.

Python Code Implementation

  • Screenshot Function
    • Adds the ability to take chart screenshots and save them to a directory.
    • The path to the saved image is used for further analysis.
  • Analyze Chart Function
    • A new function (gp4_technical_analyst) created to analyze image charts using GPT-40.
    • Uses OpenAI's API with appropriate organization and API keys.
    • The chart image is base64 encoded and sent to GPT-40 for analysis.
    • Returns markdown text with detailed technical analysis.
    • Example: Analyzing trend lines and detecting support/resistance levels.

Integration and Outputs

  • Drawing Enhancements: Added ability to draw trend lines on charts before taking screenshots.
  • Analysis Quality: Noted improvement in analysis quality compared to GPT-4 vision.
  • Additional Contexts
    • Tested on various charts and heatmaps.
    • GPT-40 provided detailed analysis much faster than a human could.
  • Potential: Expect further integration into desktop applications for real-time analysis.

Implications and Future

  • Technical Analysts: Potential obsolescence of technical analysts due to GPT-40 capabilities.
  • Future Integration: Anticipate more AI integration into future tools and applications.
  • Programming Skills: Question raised about the future need for programming skills with advancing AI capabilities.
  • Sharing: Plans to share the code and more insights in future updates.

Conclusion

  • Excitement and Concerns: Excitement about future possibilities mixed with concerns about job displacement.
  • Final Note: Encouragement to explore the capabilities of GPT-40 and its applications.

Additional Resources: Watch demos and stay updated on further releases from OpenAI.


Speaker's Note: Code will be shared and further insights about GPT-40 will be provided in upcoming content.