What is GPT4 and How You Can Use OpenAI GPT 4

Adrian Twarog
15 Mar 202306:14

TLDRGPT-4, the latest iteration of OpenAI's language model, has been unveiled with groundbreaking capabilities. Unlike its predecessors, GPT-4 is multimodal, meaning it can process both text and images. Demonstrated through a live stream, GPT-4 showcased its ability to interpret a joke from a series of images and convert a hand-drawn website sketch into a functional web page complete with HTML, CSS, and JavaScript code. It has also been integrated into services like Khan Academy for personalized tutoring. With enhanced reasoning and creativity, GPT-4 can handle over 25,000 words of text and perform complex tasks with greater accuracy. It is safer, less prone to errors, and has been optimized to reduce the creation of disallowed content. Currently, GPT-4 is accessible through the paid version, Chat GPT Plus, and an API waitlist is available for developers. As the model continues to impress with its advanced capabilities, it's anticipated to redefine AI applications in various sectors.

Takeaways

  • 🚀 **GPT-4 Release**: GPT-4 has been released, offering capabilities that surpass previous versions, including text and image processing.
  • 🌐 **Multimodal Capabilities**: Unlike its predecessors, GPT-4 is multimodal, meaning it can process both text and images.
  • 🎨 **Image to Text Processing**: GPT-4 demonstrated the ability to interpret images and explain the context, such as identifying elements in a photo and explaining a joke.
  • 📚 **Functional Website Creation**: GPT-4 can convert a hand-drawn website sketch into a functional website by generating HTML, CSS, and JavaScript code.
  • 📈 **Performance Statistics**: GPT-4 outperforms other models in various benchmarks, including legal and bar exams, and is in the top quarter percentile.
  • 📝 **Increased Text Handling**: GPT-4 can produce and handle over 25,000 words of text, a significant increase from previous models.
  • 💡 **Enhanced Creativity**: It is more creative, capable of editing, modifying, and iterating over technical and writing tasks with higher accuracy.
  • 🔍 **Advanced Reasoning**: GPT-4 has superior reasoning capabilities, which allows it to perform complex tasks like scheduling appointments between different calendars.
  • 🔒 **Safety and Reliability**: OpenAI has focused on making GPT-4 safer, reducing the likelihood of generating disallowed content or producing fake news.
  • 📱 **Integration in Products**: Companies like Khan Academy are already integrating GPT-4 into their services, using it as a personalized tutor for educational content.
  • 📢 **Public Accessibility**: GPT-4 is available for testing on the paid version of Chat GPT and through an API waitlist for developers.

Q & A

  • What is GPT-4 and how does it differ from previous versions like GPT-3 and GPT-3.5?

    -GPT-4 is a multimodal AI developed by OpenAI that can accept and process both images and text, unlike previous versions which were only text-based. It has advanced capabilities such as converting a hand-drawn sketch into a functional website and explaining a joke from a series of images. It also has improved reasoning and creativity, and can handle over 25,000 words of text.

  • How did GPT-4 perform in the demonstration where it had to explain a joke based on a series of images?

    -GPT-4 accurately identified all the elements in the photo of an iPhone charging with a VGA cable and explained the context of the joke. This level of comprehension and explanation was almost unheard of in previous AI versions.

  • What was the outcome when a hand-drawn website sketch was sent to GPT-4?

    -GPT-4 was able to produce all the necessary HTML, CSS, and JavaScript code to recreate the website from the sketch within 10 to 20 seconds, showcasing its ability to convert visual input into functional code.

  • How is GPT-4 being used in educational services like Khan Academy?

    -Khan Academy has integrated GPT-4 as a personal tutor for people learning educational content, offering more customization than previous models to provide personalized assistance in learning.

  • What are some of the statistics that showcase GPT-4's performance over other models?

    -GPT-4 has been shown to perform better than any other model, including passing the LSAT and the bar exam, and ranking in the top quarter percentile. Previous versions of GPT-3 were in the lower quarter of that percentile.

  • How does GPT-4 handle complex tasks like summarizing a story with each sentence starting with the next letter of the alphabet?

    -GPT-4 can perform complex tasks such as summarizing a story like Cinderella where each sentence begins with the next letter of the alphabet, from A to Z, which is a task that previous models could not easily accomplish.

  • What are GPT-4's advanced reasoning capabilities?

    -GPT-4 has advanced reasoning capabilities that allow it to perform tasks such as booking an appointment between two people with different availabilities, finding a time that works for both.

  • How has OpenAI improved the safety and accuracy of GPT-4?

    -OpenAI spent six months ensuring that GPT-4 is 82 percent less likely to create requests for disallowed content and 40 percent less likely to produce fake news or factually inaccurate responses.

  • How can one access and use GPT-4 currently?

    -Currently, GPT-4 can be accessed through the paid version of Chat GPT called Chat GPT Plus. For API access, one needs to join the API waitlist.

  • What are the differences between GPT-3.5 and GPT-4 in terms of reasoning speed and conciseness?

    -GPT-3.5 has average reasoning and low conciseness but high speed. GPT-4, on the other hand, has very high reasoning and high conciseness, although its speed is a bit lower due to current limitations.

  • How did GPT-4 respond when the user tried to trick it with a false mathematical statement?

    -Unlike previous versions, GPT-4 did not fall for the trick and consistently provided the correct answer, demonstrating its improved comprehension and reasoning abilities.

  • What are the implications of GPT-4's release for the future of AI and its applications?

    -The release of GPT-4 implies a significant advancement in AI capabilities, suggesting that AI can increasingly perform complex tasks, improve in reasoning, and potentially replace or augment human roles in various sectors, including education and web development.

Outlines

00:00

🚀 Introduction to GPT-4: Multimodal AI Capabilities

The video script introduces GPT-4, a groundbreaking multimodal AI developed by OpenAI. Unlike its predecessors, GPT-4 can process both text and images, a feature demonstrated through a live stream where it explains a joke from a series of images. The script also discusses GPT-4's ability to convert a hand-drawn website design into functional code, showcasing its impressive capabilities in web development. The video will cover the differences between GPT-4 and earlier versions, its superior reasoning and creativity, and its enhanced safety measures to reduce the production of disallowed or inaccurate content. The script also mentions the integration of GPT-4 with companies like Khan Academy for personalized tutoring and highlights its performance in various benchmarks.

05:01

🔍 Comparing GPT-4 with GPT-3: Advanced Features and Limitations

The second paragraph delves into the specific advancements of GPT-4 over GPT-3, emphasizing its improved comprehension, reasoning, and language model capabilities. The script shares an anecdote where the presenter attempted to trick GPT-4 with a false arithmetic statement, which GPT-4 consistently corrected, demonstrating its robustness against manipulation. It also notes that GPT-4 is still trained on data up to September 2011, yet it performs better across various tasks. The presenter expresses anticipation for the API's availability and plans to showcase its application in business and potential replacement of GPT-3.5 in the future. The video concludes with a call to action for viewers to like and subscribe for more content.

Mindmap

Keywords

💡GPT4

GPT4 refers to the fourth generation of the Generative Pre-trained Transformer, an advanced AI model developed by OpenAI. It is a significant upgrade from its predecessors, offering multimodal capabilities, which means it can process both text and images. In the context of the video, GPT4 is showcased as a powerful tool that can convert a hand-drawn sketch into a functional website and understand the context of a joke from a series of images, demonstrating its enhanced comprehension and reasoning abilities.

💡Multimodal AI

Multimodal AI refers to artificial intelligence systems that can process and understand information from multiple types of input, such as text, images, and potentially audio. In the video, it is mentioned that GPT4 is multimodal, which is a key advancement over previous models that were limited to text-based interactions. This capability allows GPT4 to perform tasks like explaining a joke based on a series of images, which was not possible with earlier versions.

💡Image-to-Text Processing

Image-to-text processing is the ability of an AI system to analyze visual content and convert it into textual information. The video highlights a demonstration where GPT4 is given the task of explaining a joke from a series of images, showcasing its advanced image-to-text processing capabilities. This feature is a significant leap from GPT3, which was only text-based, and it allows GPT4 to interpret and understand visual elements within images.

💡Functional Website Generation

Functional website generation is the process of creating a working website from a design concept, which can be as simple as a hand-drawn sketch. In the video, it is demonstrated that GPT4 can take a photo of a hand-drawn website and produce the necessary HTML, CSS, and JavaScript code to create a functional website. This showcases GPT4's ability to understand complex visual inputs and translate them into a working digital product.

💡Personal Tutor

A personal tutor is an individual who provides customized educational instruction to a student. In the context of the video, it is mentioned that Khan Academy has integrated GPT4 to serve as a personal tutor for learners, offering a more customized and personalized learning experience. This application of GPT4 indicates its potential to revolutionize the educational sector by providing tailored assistance to students.

💡Advanced Reasoning Capabilities

Advanced reasoning capabilities refer to the AI's ability to think logically and solve complex problems. GPT4 is said to have superior reasoning capabilities compared to its predecessors, allowing it to perform tasks such as scheduling appointments between individuals with different availabilities. This is a significant improvement, as it demonstrates the AI's ability to understand and manipulate abstract concepts to find solutions.

💡Text Handling

Text handling is the ability of an AI system to process, understand, and generate text. The video emphasizes that GPT4 can handle over 25,000 words of text, which is a substantial increase from previous models. This enhanced capability allows GPT4 to perform more complex text-related tasks, such as summarizing a story with each sentence starting with the next letter of the alphabet, which is a task of high complexity.

💡Safety and Error Reduction

Safety and error reduction are critical aspects when developing AI systems, especially those that interact with users or perform tasks that could have significant consequences. The video mentions that OpenAI spent six months ensuring that GPT4 is less likely to generate disallowed content or produce factually inaccurate responses. This focus on safety and accuracy is crucial for building trust in AI systems and ensuring they are reliable and responsible.

💡API Access

API, or Application Programming Interface, access refers to the ability for developers to use a software or system's functionalities within their own applications. The video states that to use GPT4, one would need to join the API waitlist, indicating that direct access to the AI's capabilities is controlled and likely to be provided on a subscription or permission basis. This access model is common for advanced AI systems to manage usage and ensure the service's sustainability.

💡Chat GPT Plus

Chat GPT Plus is the paid version of the Chat GPT service, which likely offers additional features or capabilities compared to the free version. In the video, it is mentioned as a way to access GPT4, suggesting that the advanced features of GPT4 may be available to paying customers. This indicates a potential business model where users pay for access to more advanced AI capabilities.

💡Technical Tasks

Technical tasks refer to operations that require specialized knowledge or skills, often in fields like programming, engineering, or data analysis. The video highlights that GPT4 is more adept at editing, modifying, and iterating over technical tasks with greater accuracy than previous models. This suggests that GPT4 can be a valuable asset for professionals in technical fields, assisting in complex problem-solving and development processes.

Highlights

GPT4 is a multimodal AI that can process both text and images, unlike previous text-based versions.

GPT4 demonstrated the ability to explain a joke from a series of images, showcasing advanced comprehension.

OpenAI showcased GPT4's capability to convert a hand-drawn website sketch into functional HTML, CSS, and JavaScript code.

GPT4 produced a fully functional website in 10 to 20 seconds, a task considered complex for previous AI models.

Khan Academy has integrated GPT4 as a personalized tutor for educational content.

GPT4 has shown better performance in statistics, including passing the LSAT and being in the top quarter percentile.

GPT4 can handle over 25,000 words of text, a significant increase from previous models.

The new model is more creative and accurate in editing and modifying technical and writing tasks.

GPT4 can perform complex summarization tasks, such as summarizing a story with each sentence starting with the next letter of the alphabet.

GPT4 has advanced reasoning capabilities, such as booking appointments between different calendars with varying availabilities.

OpenAI has made GPT4 safer with 82% less likelihood of creating disallowed content and 40% less likelihood of producing fake news.

GPT4 is available for testing on the paid version of Chat GPT, known as Chat GPT Plus.

Access to GPT4's API requires joining a waitlist due to high demand.

GPT4 has higher reasoning and conciseness compared to GPT3.5, although its speed is slightly lower due to current limitations.

GPT4 is limited to 100 messages every four hours, a restriction that may change as the model becomes more widely available.

GPT4 is more comprehensive and understanding than GPT3, providing correct answers consistently even when presented with misleading information.

GPT4 supports more languages more accurately, enhancing its utility as a language model.

The future integration of GPT4 in businesses and its potential to replace GPT3.5 is anticipated, given its superior capabilities.

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