OpenAI’s GPT-4 with Code Interpreter is a tool that allows the AI to upload and download information, write and execute programs in a persistent workspace. This tool is especially useful for those who do not code, as it can solve problems, work with large memory, and integrate into the AI in ways that play to the strengths of Large Language Models. Code Interpreter allows the AI to perform complex mathematical calculations and more accurate work with words, reducing hallucination and confabulation rates. It also makes the AI more versatile, as it can solve a remarkable number of problems with code. The AI can write code, debug it, and provide the output, making it easier for people who are not familiar with Python. It also provides more AI Moments, where it feels like there is a ghost in the machine, providing glimpses of possible futures with smarter AIs. The article provides a guide on how to use Code Interpreter with data, demonstrating its capabilities as a data scientist. It can handle data merging and cleaning, perform analyses, and reason about data in ways that seem very human. The author concludes by emphasizing the importance of expert human oversight in using the AI, as it can sometimes make decisions that a human expert might disagree with.
Source Article Link: https://www.oneusefulthing.org/p/what-ai-can-do-with-a-toolbox-getting
What does the Code Interpreter tool allow the AI to do?
A) Write and execute programs
B) Upload and download information
C) Work with large memory
D) All of the above
How does Code Interpreter reduce hallucination and confabulation rates in AI?
A) By using Python code that generates errors if incorrect
B) By allowing the AI to manipulate data directly
C) By preventing the AI from inserting errors into the data
D) All of the above
What is the role of expert human oversight in using the AI with Code Interpreter?
A) To correct the AI’s errors
B) To guide the AI in performing analyses
C) To make decisions that the AI might not make correctly
D) All of the above
The Bottom Line for Marketers:
Marketers should note that Code Interpreter can automate a lot of the complexity of quantitative analysis, making it a powerful tool for data-driven decision making. However, it’s important to have expert human oversight to guide the AI and make decisions that the AI might not make correctly.
Answers to the Multiple Choice Questions:
D) All of the above
D) All of the above
D) All of the above