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 made significant strides in artificial intelligence 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 explain a joke from a series of images and convert a hand-drawn website sketch into functional code within seconds. It has also been integrated into services like Khan Academy for personalized tutoring. GPT-4 outperforms previous models in reasoning, handling over 25,000 words of text, and is more creative in technical and writing tasks. It is safer, with reduced likelihood of generating disallowed content or producing fake news. Currently accessible through the paid version of Chat GPT Plus, GPT-4's API is available on a waitlist. The model's reasoning and conciseness are high, though its speed is slightly lower due to current limitations. GPT-4 represents a major leap in AI, promising to enhance various applications and services.

Takeaways

  • 🚀 GPT-4 is a significant upgrade over previous models, being multimodal and capable of processing both text and images.
  • 🎨 GPT-4 can interpret images to explain a joke, showcasing its advanced understanding and context comprehension.
  • 🛠️ The AI can transform a hand-drawn website sketch into functional HTML, CSS, and JavaScript code within seconds.
  • 📈 GPT-4 has demonstrated superior performance in benchmarks, including passing legal and bar exams and ranking in the top quarter percentile.
  • 📚 It can handle over 25,000 words of text, a substantial increase from its predecessors, and is more creative in editing and modifying tasks.
  • 🔍 GPT-4 has enhanced advanced reasoning capabilities, making it better at tasks like scheduling appointments across different calendars.
  • 🔒 OpenAI has focused on safety, making GPT-4 82% less likely to generate disallowed content and less prone to producing inaccurate information.
  • 🌐 GPT-4 supports a wider range of languages more accurately, improving its utility as a language model.
  • 📱 Companies like Khan Academy are already integrating GPT-4 to offer personalized tutoring services.
  • 💡 GPT-4's API is not yet widely available but can be accessed by joining the API waitlist for potential future integration.
  • ⏱️ GPT-4, while highly capable, currently operates with a limit of 100 messages every four hours, which may impact its speed of response.

Q & A

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

    -GPT-4 is a multimodal AI developed by OpenAI that can accept and process both images and text, unlike previous versions which were text-based. It is more powerful, creative, and capable of handling over 25,000 words of text, which is significantly larger than its predecessors. It also has advanced reasoning capabilities and is safer with a reduced likelihood of creating disallowed content or producing factually inaccurate responses.

  • How did OpenAI demonstrate the capabilities of GPT-4?

    -OpenAI showcased GPT-4's capabilities through a developer live stream and a series of demos. They demonstrated its ability to explain a joke from a series of images and to convert a hand-drawn website sketch into a functional website with HTML, CSS, and JavaScript code.

  • What is an example of a practical application of GPT-4?

    -One practical application is in education, as demonstrated by Khan Academy, which has integrated GPT-4 as a personalized tutor for learning educational content. It can also be used to create games, like Pong, within a short time frame.

  • How does GPT-4 perform in terms of reasoning and text handling compared to GPT-3?

    -GPT-4 performs better than GPT-3 in reasoning and can handle over 25,000 words of text, which is more than previous models. It is also more creative and accurate in both technical and writing tasks.

  • What are some statistics that show GPT-4's superiority over other models?

    -GPT-4 has been shown to pass the LSAT and the bar exam, placing it in the top quarter percentile, whereas GPT-3 versions were in the lower quarter percentile. It is also 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 GPT-4 for use?

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

  • What is the difference between GPT-3.5 and GPT-4 in terms of reasoning, conciseness, and speed?

    -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, which could be due to it being a newer model and currently limited to 100 messages every four hours.

  • How did the presenter test GPT-4's comprehension and understanding?

    -The presenter asked GPT-4 to showcase three different things that it could do which GPT-3 couldn't. Despite GPT-4 technically being trained on the same data as GPT-3, it provided correct answers, demonstrating better comprehension and understanding.

  • What was the presenter's attempt to trick GPT-4 and what was the outcome?

    -The presenter tried to trick GPT-4 into believing that 9 plus 10 equals 20 instead of 19, a trick that had worked on GPT-3. However, GPT-4 did not fall for the trick and consistently provided the correct answer.

  • What is the current status of GPT-4's API and how can one hope to get access?

    -The API for GPT-4 is not yet widely available, but the presenter has applied for the waitlist with the hope of being accepted soon to showcase its use for business and potentially replacing GPT-3.5 in the future.

  • What is the potential future impact of GPT-4 on education?

    -GPT-4 has the potential to revolutionize education by serving as a personalized tutor, providing customized assistance to learners. In the future, it might play a significant role in teaching children, although in the short term, it appears to be a valuable tool for learning support.

  • How does GPT-4 handle complex language tasks?

    -GPT-4 can handle complex language tasks more effectively than its predecessors. For example, it can summarize a story like Cinderella not only in a straightforward manner but also perform more complex tasks such as summarizing it in a way where each sentence starts with the next letter of the alphabet, A to Z.

Outlines

00:00

🚀 Introduction to GPT-4: Multimodal AI Capabilities

The first paragraph introduces GPT-4 as a significant advancement over previous models, highlighting its multimodal capabilities that allow it to process both text and images. It discusses the AI's ability to explain jokes from images and convert hand-drawn sketches into functional websites. The paragraph also mentions the impact of GPT-4's release on the internet, particularly on Twitter, and the anticipation surrounding its capabilities. A live demo by OpenAI is referenced, which showcased GPT-4's image-to-text processing and its ability to create a website from a hand-drawn design. The paragraph concludes with the narrator's personal excitement as a developer and mentions other developers' achievements with GPT-4, such as creating the game Pong in under a minute.

05:01

📈 GPT-4's Enhancements and Future Implications

The second paragraph delves into GPT-4's improvements over its predecessors, emphasizing its enhanced comprehension, reasoning, and language support. It notes that GPT-4 is still trained on data up to September 2011 but has demonstrated better performance across various tasks. The narrator shares an anecdote about tricking an earlier version of GPT into incorrect math, which did not work with GPT-4, showcasing its consistency and accuracy. The paragraph also touches on the potential future integration of GPT-4 in businesses and its possible replacement of GPT 3.5. It concludes with the narrator's application to the GPT-4 API waitlist and a teaser for future demonstrations of GPT-4's capabilities.

Mindmap

Keywords

GPT4

GPT4 refers to the fourth generation of the GPT (Generative Pre-trained Transformer) model developed by OpenAI. It is a significant leap from its predecessors, as it introduces multimodal capabilities, allowing it to process both text and images. This advancement is pivotal in the video's narrative, demonstrating the model's ability to understand and explain a joke from a series of images and to convert a hand-drawn website design into functional code. It signifies a step towards more sophisticated AI applications and is a central theme of the video.

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 context of the video, GPT4's multimodal capability is a key innovation, as it enables the model to accept and process images in addition to text, which was not possible with previous GPT versions. This feature is exemplified by GPT4's ability to interpret a joke from an image of an iPhone charging with a VGA cable.

Image-to-Text Processing

Image-to-text processing is the AI's ability to analyze visual content and convert it into a textual description or explanation. The video highlights this feature when demonstrating GPT4's task of explaining a joke based on a series of images. This showcases the model's advanced comprehension and is a significant upgrade from earlier models that were limited to text-based interactions.

Functional Website

A functional website is a web-based application that serves a specific purpose and is fully operational. In the video, it is mentioned that GPT4 can take a hand-drawn design of a website and transform it into a functional website by generating the necessary HTML, CSS, and JavaScript code. This showcases the model's advanced capabilities in understanding visual data and its ability to execute complex tasks that were not feasible with previous AI models.

HTML, CSS, and JavaScript

HTML (Hypertext Markup Language), CSS (Cascading Style Sheets), and JavaScript are the core technologies used for creating and designing web pages and web applications. In the video, GPT4 is shown to generate these code components to create a functional website from a hand-drawn design. This demonstrates the model's advanced technical capabilities and its potential to assist in web development tasks.

Khan Academy

Khan Academy is a non-profit educational organization that provides free online courses, lessons, and practice exercises. In the video, it is mentioned that Khan Academy has integrated GPT4 to serve as a personalized tutor for learners. This application of GPT4 highlights its potential to revolutionize the educational sector by providing customized learning experiences through AI.

Advanced Reasoning Capabilities

Advanced reasoning capabilities refer to the AI's ability to process complex information and make logical decisions. The video discusses how GPT4 can perform tasks such as scheduling appointments between two people with different availabilities, which requires advanced reasoning. This feature is a significant improvement over previous models and is demonstrated as a key strength of GPT4.

25,000 Words of Text

The ability to produce and handle over 25,000 words of text is a feature of GPT4 that allows it to manage larger text inputs and outputs compared to previous models. This capability is important for handling extensive data and is highlighted in the video as a major upgrade that enables more complex and nuanced tasks, such as summarizing a story with each sentence starting with the next letter of the alphabet.

Chat GPT Plus

Chat GPT Plus is the paid version of the Chat GPT service, which is mentioned in the video as a platform where users can currently access GPT4. This indicates a business model where advanced features of the AI are made available through a subscription service, allowing users to leverage the latest AI capabilities for a fee.

API Waitlist

An API (Application Programming Interface) waitlist refers to a queue of users waiting for access to a particular service's API. In the context of the video, the API waitlist is for GPT4, which means that interested developers and users must join the waitlist to gain access to the API and integrate GPT4 into their applications or services.

Disallowed Content

Disallowed content refers to material that is not permitted by the guidelines or rules of a platform or service. The video mentions that OpenAI has worked to ensure that GPT4 is less likely to generate requests for disallowed content, indicating a focus on safety and ethical considerations in AI development. This is an important aspect as it shows the efforts made to prevent the AI from producing harmful or inappropriate content.

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.

The AI can convert a hand-drawn website sketch into functional HTML, CSS, and JavaScript code.

GPT4 produced a fully functional website in 10 to 20 seconds, including coding and pasting into an editor.

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

GPT4 outperforms other models in passing legal and logical reasoning tests, being in the top quarter percentile.

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

GPT4 is more creative, capable of editing and iterating over technical and writing tasks more accurately.

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

The AI has advanced reasoning capabilities, useful for tasks like scheduling appointments across different calendars.

GPT4 is safer, with 82% less likelihood of creating disallowed content and 40% less likely to produce fake news.

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

To access GPT4's API, one must join the API waitlist.

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 due to its newness and demand.

GPT4 is better at comprehension, understanding, and reasoning, and supports more languages more accurately.

GPT4 consistently provides correct answers and is not easily misled, as demonstrated by its resistance to trickery.

The future of GPT3.5 is uncertain with the advent of GPT4's superior capabilities.

GPT4's integration and applications are expected to evolve, impacting various industries and tasks.