GPT-4 Demo | GPT3 vs GPT4

codebasics
15 Mar 202310:22

TLDRThe video script discusses the release of GPT-4, the latest model by OpenAI, which boasts improved reasoning capabilities and a longer memory compared to its predecessor, GPT-3. The creator demonstrates GPT-4's advanced features, such as handling complex tasks, understanding images, and processing longer contexts. GPT-4 also performs well in various tests, outperforming GPT-3 in areas like the biology Olympiad and the Uniform Bar Exam. The script highlights the model's limitations, emphasizing that while it's a powerful tool, it's not infallible and should not be trusted blindly.

Takeaways

  • 🚀 OpenAI has released a new model, GPT-4, which is an upgrade from the current GPT-3 model.
  • 💡 Users with a Premium plan, like GPT Plus, have access to GPT-4, while free users can upgrade to access it.
  • 📝 GPT-4 demonstrates improved capabilities, such as generating a recipe for samosas with every word starting with 'A', which GPT-3.5 struggled with.
  • 🔍 GPT-4's reasoning capabilities are showcased by accurately identifying a common meeting time slot for three individuals based on their availability.
  • 📈 GPT-4 performed better in a biology Olympiad test, achieving a 99th percentile score compared to GPT-3's 31st percentile.
  • 📚 GPT-4 can understand and process images, suggesting recipes based on the ingredients visible in an image.
  • 🌐 GPT-4 is more multilingual, offering support in various languages.
  • 🧠 GPT-4 has a longer memory and can handle up to 25,000 words of text, enhancing its natural language processing performance.
  • 🔒 While GPT-4 is advanced, it is not infallible and can still provide incorrect results, so it should not be trusted blindly.
  • 🔗 The script mentions a TechCrunch article highlighting GPT-4's main capabilities, including its ability to understand images and its improved resistance to being tricked.
  • 🎥 The speaker plans to create another video once GPT-4 support for visual inputs is released.

Q & A

  • What is the latest model released by OpenAI, the company behind ChatGPT?

    -The latest model released by OpenAI is GPT-4.

  • What is the name of the premium plan for ChatGPT that allows access to GPT-4?

    -The premium plan for ChatGPT that allows access to GPT-4 is called GPT Plus.

  • How does GPT-4 perform when asked to write a recipe for samosas with each word starting with 'A'?

    -GPT-4 performs innovatively, using words in a way that the first letter of each word starts with 'A', and does a decent job at the task.

  • What was the common time slot found by GPT-3.5 for scheduling a meeting among three people with different availability?

    -GPT-3.5 incorrectly identified a common time slot, providing confusing and inaccurate answers.

  • How does GPT-4 handle the same meeting scheduling task as GPT-3.5?

    -GPT-4 correctly identifies the common time slot for the meeting as 12 to 12:30 PM, showing better reasoning capabilities.

  • What was the rhyming poem created by GPT-3 about the movie Avengers: Endgame?

    -GPT-3's rhyming poem was not as concise as requested, taking more sentences than necessary.

  • How did GPT-4 perform in creating a rhyming poem for Avengers: Endgame in four sentences?

    -GPT-4 performed better, creating a concise and rhyming poem in four sentences, showcasing improved performance.

  • What was the puzzle from the book 'Puzzles to Puzzle You' by Shakuntala Devi that GPT-3 and GPT-4 were asked to solve?

    -The puzzle involved calculating the time until 6 o'clock, and GPT-3 incorrectly answered 10 minutes, while GPT-4 provided a more accurate answer.

  • What are some of the main capabilities of GPT-4 that are highlighted in the TechCrunch article?

    -GPT-4 can see and understand images, is harder to trick, has a longer memory, and supports multiple languages.

  • How many words of text can GPT-4 process for natural language processing tasks?

    -GPT-4 can process up to 25,000 words of text for natural language processing tasks.

  • What is the expected future feature of GPT-4 that the speaker is looking forward to?

    -The speaker is looking forward to the release of support for visual inputs, which will allow GPT-4 to work with images.

Outlines

00:00

🚀 Introduction to GPT-4 and Comparison with GPT-3

The video script begins with an introduction to GPT-4, the latest model released by OpenAI, the company behind ChatGPT. The narrator explains that while the default model in ChatGPT is GPT-3, they have access to GPT-4 due to their Premium plan. They aim to demonstrate and compare the capabilities of GPT-3 and GPT-4 by giving them tasks such as creating a recipe for an Indian delicacy, the samosa, with each word starting with a specific letter. The narrator also discusses the upgrade options for users with a free plan and highlights the improvements made in GPT-4, showcasing its innovative approach to the tasks given.

05:02

📊 GPT-4's Enhanced Capabilities and Performance

The second paragraph delves into the enhanced capabilities of GPT-4 compared to GPT-3. The narrator discusses the increased number of parameters in GPT-4, although the exact number is not disclosed by OpenAI. They provide examples of GPT-4's improved performance, such as creating a rhyming poem about the movie Avengers: Endgame and solving a complex puzzle from a book. The narrator also mentions GPT-4's ability to handle longer contexts, process up to 25,000 words, and its impressive performance in various tests, including the Biology Olympiad and the Uniform Bar Exam. Additionally, they highlight GPT-4's ability to understand and work with images, which is a new feature not available in GPT-3.

10:03

🌟 GPT-4's Limitations and Future Visual Input Support

The final paragraph addresses the limitations of GPT-4 and the importance of not blindly trusting AI models. The narrator mentions that despite GPT-4's advanced capabilities, it can still provide incorrect results with high confidence. They also express excitement about the future release of visual input support for GPT-4 and encourage viewers to like and share the video to stay updated with the latest AI developments. The narrator concludes with a promise to create another video once visual input support is available for GPT-4.

Mindmap

Keywords

💡GPT-4

GPT-4, or Generative Pre-trained Transformer 4, is the latest model released by OpenAI, succeeding GPT-3. It is designed to have improved capabilities in natural language processing and reasoning. In the video, the presenter demonstrates GPT-4's advanced features, such as handling more complex tasks and understanding images, which sets it apart from its predecessor, GPT-3.

💡Chat GPT

Chat GPT refers to the conversational interface of the GPT models, where users can interact with the AI through text-based dialogue. The video discusses the upgrade from the default GPT-3 model to the premium GPT-4 model, which is available to users with a GPT Plus plan. This upgrade provides access to more advanced AI capabilities.

💡Premium Plan

A Premium Plan, in the context of the video, is a subscription service that grants users access to the GPT-4 model. This plan is contrasted with the non-paid free plan, which does not include access to the latest model. The presenter highlights the benefits of the Premium Plan, such as improved AI performance and additional features.

💡Natural Language Processing (NLP)

Natural Language Processing is a subfield of linguistics and artificial intelligence concerned with the interaction between computers and humans through natural language. In the video, GPT-4's NLP capabilities are showcased, including its ability to understand and generate human-like text, as well as its enhanced context handling with up to 25,000 words of text.

💡Reasoning Capabilities

Reasoning capabilities refer to the AI's ability to draw logical conclusions from given information. The video demonstrates GPT-4's superior reasoning by comparing its performance on tasks like scheduling a meeting between three people, where it accurately identifies the common available time slot, unlike GPT-3 which provided confusing answers.

💡Image Understanding

Image understanding is the AI's ability to interpret and analyze visual content. GPT-4 is highlighted for its new capability to work with images, which GPT-3 cannot do. This feature allows the AI to provide suggestions based on visual inputs, such as identifying ingredients in a fridge and suggesting recipes.

💡Rhyming Poem

A rhyming poem is a form of poetry where words at the end of each line rhyme with each other. The video script includes a task where GPT-4 is asked to create a rhyming poem summarizing the plot of the movie 'Avengers: Endgame'. This task showcases the AI's creativity and its ability to compress complex information into a concise, poetic format.

💡Puzzle Solving

Puzzle solving is the process of finding a solution to a problem or question that requires logical thinking. In the video, GPT-4's puzzle-solving skills are tested with a time-based puzzle from a book. The AI's ability to provide the correct answer demonstrates its advanced problem-solving capabilities compared to GPT-3.

💡Multilingual Support

Multilingual support refers to the AI's ability to understand and generate text in multiple languages. GPT-4 is noted for its improved multilingual capabilities, which enhance its utility for users who speak different languages, making it more inclusive and versatile.

💡Longer Context

Longer context refers to the AI's capacity to process and remember a larger amount of text information. GPT-4 can handle up to 25,000 words of text, which is a significant increase from GPT-3. This allows for more nuanced and detailed responses in tasks that require understanding extensive text, such as summarizing lengthy documents or engaging in long conversations.

💡AI Limitations

AI limitations refer to the inherent constraints and errors that can occur when using artificial intelligence. The video script emphasizes that despite GPT-4's advancements, it is not a 'silver bullet' and can still produce incorrect results. This serves as a reminder that AI models, while powerful, are not infallible and should be used with an understanding of their potential shortcomings.

Highlights

OpenAI has released the latest model called GPT-4.

GPT-4 is accessible to users with a Premium plan for ChatGPT, known as GPT Plus.

GPT-4 demonstrates improved capabilities compared to GPT-3, including better reasoning and handling of complex tasks.

GPT-4 can generate a recipe for Samosas with each word starting with 'A', showcasing its creativity.

GPT-4 can identify a common time slot for scheduling a meeting among three people based on their availability.

GPT-4 performed well in a biology Olympiad test, achieving a 99th percentile score.

GPT-4 can work with visual images, suggesting recipes based on ingredients in a provided image.

GPT-4 can process up to 25,000 words of text, enhancing its natural language processing capabilities.

GPT-4 is more multilingual and has support for different languages.

GPT-4 is harder to trick compared to GPT-3.

GPT-4 has a longer memory, which contributes to its improved performance.

GPT-4's website showcases its ability to handle complex prompts, such as generating a plot of Cinderella with each word starting from A to Z.

GPT-4's performance in various tests indicates its potential as a top performer across different domains.

GPT-4's ability to understand images is a significant advancement over GPT-3, which cannot understand images.

The video provides a demo of GPT-4's capabilities and compares them with GPT-3's performance.

The video encourages viewers to stay updated with the latest developments in AI by liking and sharing the content.

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