Embark on a Quantum Leap Release in July: ChatGPT's Code Interpreter and Custom Interactions

Introduction

In the midst of remarkable AI progress, ChatGPT took a significant step forward in July. The introduction of "Code Interpreter" and "Custom Interactions" features marked a pivotal moment in language models. These features have made AI+X commercialization increasingly accessible with its cutting-edge capabilities.

Code Interpreter

While people think of ChatGPT as a pure chatbot with language capabilities, it is much more than that. It now turns out that ChatGPT pushes these boundaries even further by not just assisting in code writing, but also executing commands and presenting results. This feature enables GPT-4 to analyze given datasets and generate python function codes to match. It's not merely suggesting the next line of code; it's understanding the task at hand, generating a suitable code, executing it, and outputting the result.

Basic Functionality with AAPL stock history

Intrigued by the capabilities of Code Interpreter, I decided to put it to the test with AAPL stock history data. To my amazement, ChatGPT effortlessly delved into chart drawing and data analysis, proving itself as a versatile tool. Even when I sought its insights into stock prediction modeling, it provided a proficient basic statistical analysis model. Having previously experimented with machine learning approaches, I encountered computational constraints that hindered progress. However, Code Interpreter's ability to overcome resource limitations offered a breath of fresh air, opening up new possibilities for innovative exploration.

Wondering Why? SHOW WORK

An enthralling aspect of Code Interpreter is its "Show Work" feature, which offers users an exceptional opportunity to explore the mechanics of code execution. By clicking the "Show Work" button, the underlying Python code used for program execution is revealed. This transparency grants users valuable insights into each step of the process, aiding comprehension of the code's logic and decision-making. From beginners to seasoned developers, "Show Work" fosters a community of learners passionate about code implementation. It empowers users to experiment, optimize their algorithms, and embrace the spirit of exploration and discovery.

Custom Interactions

The Custom Interactions feature takes its conversational abilities to a new level. This feature allows the AI to gauge what type of response the user is seeking, enabling it to customize its replies accordingly.

Tell Chat GPT WHO you are and WHAT you want

Custom Interactions revolutionize the way we interact with ChatGPT, allowing us to introduce ourselves and specify our intentions.

By simply introducing ourselves, we are coming up with a more tailored dialogue. Whether you're a software engineer like me, a data scientist, a curious learner, or a professional from any domain, Custom Interactions cater to your unique needs and interests. This level of personalization sets the stage for a more productive and fulfilling interaction, where ChatGPT can truly understand and address your specific queries. Below is the result of me being a software engineer and expecting ChatGPT to interact with me as a colleague.