ChatGPT has gotten WORSE. Here's why and how to fix it

WesGPT
18 Dec 202316:07

TLDRThe video discusses the perceived decline in the performance of ChatGPT and offers potential reasons and solutions. The creator hypothesizes that the increasing length and complexity of the system prompts may be hindering the model's effectiveness. They suggest using the OpenAI developer platform for greater control over outputs and explore alternatives like ChatGPT Classic for text generation needs. The video aims to rekindle users' love for ChatGPT by providing practical advice on optimizing its use.

Takeaways

  • 📉 The creator of the video expresses dissatisfaction with the declining performance of ChatGPT.
  • 🤖 The video aims to diagnose issues with ChatGPT and offer solutions to improve its output quality.
  • 📈 The concept of 'order of importance' is introduced, suggesting that earlier instructions in the prompt may hold more weight in determining the output.
  • 📚 The video references multiple Reddit threads where users also report a decline in ChatGPT's performance over time.
  • 🔍 The video creator hypothesizes that the increasing length and complexity of the system prompts may be hindering the effectiveness of custom GPTs.
  • 🛠️ The OpenAI Developer Platform is presented as a tool to access ChatGPT with more control and fewer restrictions.
  • 💡 The video highlights the benefits of using the playground interface, including cost-effectiveness and lack of message limits.
  • 🚫 The playground interface lacks certain features available in the ChatGPT Plus subscription, such as image generation.
  • 📖 'ChatGPT Classic' is introduced as an alternative version of GPT-4 that does not have additional capabilities, potentially offering better text generation performance.
  • 🔧 The video concludes by encouraging viewers to explore the playground and assistant API for more control and customization over GPT-4.

Q & A

  • What is the main issue discussed in the video?

    -The main issue discussed in the video is the perceived decline in the quality and effectiveness of ChatGPT outputs and how to address this problem.

  • What is the 'order of importance' concept mentioned in the video?

    -The 'order of importance' refers to the idea that instructions earlier in the prompt are considered more significant when generating outputs, thus influencing the quality and relevance of the response.

  • How does the speaker attempt to improve the performance of a custom GPT model?

    -The speaker attempts to improve the performance of a custom GPT model by providing detailed instructions, examples, and a knowledge base to guide the model in generating content in the desired style and format.

  • What is the significance of the system prompt in ChatGPT's operation?

    -The system prompt is significant as it contains rules and guidelines that the model must follow, which can affect the model's ability to generate desired outputs and may become more restrictive over time.

  • What is the OpenAI Developer Platform and how can it be used to improve ChatGPT outputs?

    -The OpenAI Developer Platform is a service that allows users to access and use various OpenAI models, including ChatGPT, through an API. It provides more control over the outputs and can be a cost-effective alternative to the ChatGPT Plus subscription.

  • What are the benefits of using the playground interface over the ChatGPT Plus subscription for text generation?

    -The playground interface offers more control over the outputs, lacks a restrictive system prompt, and can be more cost-effective, as it charges based on usage rather than a flat monthly fee.

  • Why might users prefer ChatGPT Plus for certain tasks?

    -Users might prefer ChatGPT Plus for tasks that involve generating images with Dolly 3, as the subscription covers the cost of these images, which can be expensive through the API.

  • What is 'ChatGPT Classic' and how does it differ from other versions?

    -ChatGPT Classic is the latest version of GPT-4 without additional capabilities like Vision, browser, or Dolly 3. It is designed for users who primarily need text generation without the need for image creation or other advanced features.

  • How does the 'Assistance API' differ from custom GPTs?

    -The Assistance API is similar to custom GPTs but uses the user's own API key. It allows for the addition of functions, code interpreters, retrieval of a knowledge base, and file handling, offering almost the same capabilities as ChatGPT but with more control and customization.

  • What is the speaker's recommendation for users who want to get the most out of GPT-4 Turbo?

    -The speaker recommends using the playground interface and the Assistance API for users who want to get the most out of GPT-4 Turbo, as these provide greater control and customization options without the limitations of a system prompt.

Outlines

00:00

🤖 Introduction to Chat GPT Problems and Solutions

The speaker begins by discussing common issues users face with Chat GPT, such as unresponsiveness and poor output quality. They introduce a video aimed at addressing these problems, sharing a personal story about their experience with creating a custom GPT for newsletter content. The speaker explains the concept of 'order of importance' and promises to provide alternatives to improve Chat GPT outputs.

05:02

📚 Deep Dive into Custom GPT Limitations

The speaker delves into the complexities and restrictions of custom GPTs, highlighting the multiple layers of prompts that may hinder their effectiveness. They discuss the system prompts, custom GPT prompts, user instructions, and the potential existence of a secret prompt. The speaker suggests that the order in which instructions are given affects the importance and execution of tasks by the GPT.

10:05

🛠️ Exploring the Open AI Developer Platform

The speaker explores the Open AI Developer Platform as an alternative to standard Chat GPT interfaces, detailing its benefits such as reduced system prompts and greater control over outputs. They discuss pricing, output length adjustments, and the absence of message limits, suggesting that the platform can be more cost-effective for users who primarily generate text rather than images.

15:08

🌟 Alternative Options for Improved GPT Experience

The speaker presents additional alternatives for enhancing the GPT experience, such as Chat GPT Classic, which lacks additional capabilities and thus has a less restrictive system prompt. They mention an upcoming tutorial for using the playground and the Assistant API, which offers more functionalities and control. The speaker concludes by sharing their preference for using the playground and building custom tools for better GPT performance.

Mindmap

Keywords

💡Chat GPT

Chat GPT refers to an AI language model developed by OpenAI, designed to generate human-like text based on the prompts given to it. In the context of the video, the creator discusses perceived issues with the model's performance and offers potential solutions to improve its output quality.

💡Order of Importance

The concept of 'Order of Importance' suggests that the sequence in which instructions are given affects their significance. In the video, it is suggested that earlier instructions in the prompt are deemed more important by the AI, influencing the output accordingly.

💡Custom GPT

A 'Custom GPT' is a version of the AI model that has been tailored for specific tasks or use cases. The video creator discusses the challenges of getting Custom GPTs to perform as expected and explores methods to enhance their effectiveness.

💡OpenAI Developer Platform

The OpenAI Developer Platform is a service provided by OpenAI that allows developers to access and utilize various AI models, including Chat GPT, through an API. The video highlights the platform as a means to gain more control over the AI's outputs and potentially improve its performance.

💡System Prompt

A 'System Prompt' is the initial set of instructions given to the AI model, which sets the framework for how the AI understands and responds to subsequent user inputs. The video suggests that the length and complexity of the system prompt may be affecting the performance of Chat GPT.

💡API

An 'API' (Application Programming Interface) is a set of protocols and tools for building software applications. In the video, the creator discusses using the OpenAI API as a way to interact with Chat GPT models, offering more control and potentially better results compared to using the standard Chat GPT interface.

💡Output Quality

Referring to the standard or level of excellence of the text generated by the AI model, 'Output Quality' is a central concern in the video. The creator is seeking ways to enhance this quality by adjusting how they interact with Chat GPT.

💡User Input

In the context of the video, 'User Input' refers to the text or instructions provided by the person using the AI model. The effectiveness of the AI's response is influenced by the clarity and specificity of the user input, which is a point of focus for the creator as they attempt to improve the model's performance.

💡Dolly

Dolly is a tool used within the Chat GPT interface to generate images based on textual descriptions. The video discusses the limitations and costs associated with using Dolly, and how it compares to using the API for image generation.

💡Playground

The 'Playground' is a feature of the OpenAI Developer Platform where developers can interact with AI models in a more flexible environment. The video creator advocates for using the Playground as a means to achieve better results from Chat GPT and to gain more control over the AI's responses.

💡Chat GPT Classic

Chat GPT Classic is a version of the AI model that excludes additional capabilities such as vision and browser functionality. The video suggests that this stripped-down version may provide clearer and more focused outputs for text-based tasks, making it a preferable option for certain users.

Highlights

The video discusses the perceived decline in the quality of ChatGPT's outputs.

The creator shares a personal experience with a custom GPT designed for newsletter content.

The concept of 'order of importance' is introduced to explain the potential issue with custom GPTs.

The video presents a theory that the increasing length and complexity of the system prompts may be causing the decline in performance.

The creator attempts to understand why custom GPTs are underperforming by analyzing the system's instructions.

The video suggests that the OpenAI platform may have added more restrictions over time, reducing user control over outputs.

The creator provides an alternative method using the OpenAI developer platform for better control over GPT outputs.

The benefits of using the OpenAI playground for text generation are discussed, including cost-effectiveness and fewer restrictions.

The video compares the pricing models of using the playground versus ChatGPT Plus subscription.

The creator suggests that for text generation needs, the playground can be a more cost-effective and flexible option.

ChatGPT Classic is introduced as a lighter version of GPT 4 without additional capabilities, potentially offering better text generation.

The video promises a future tutorial on how to use the OpenAI playground and Assistant API effectively.

The creator expresses a preference for using the playground and building custom tools for greater control over GPT 4 Turbo.

The video concludes with a recommendation for users to try the playground and Assistant API for improved results with GPT 4.