Introducing GPT-4: ChatGPT-4 Full Review (Insane New Prompts)

AI Foundations
14 Mar 202307:13

TLDRGPT-4, the latest update from OpenAI, has been released and is receiving positive reviews for its significant improvements over its predecessor, GPT-3.5. The new model offers enhanced reasoning, creativity, and conciseness, with the ability to generate and iterate on creative and technical writing tasks. A standout feature is GPT-4's capability to accept visual input, allowing it to analyze images and generate relevant responses. Additionally, it can handle longer contexts, up to 25,000 words, which is a boon for long-form content creation. Performance benchmarks show GPT-4 outperforming GPT-3.5 by a significant margin, with a notable increase in factual accuracy and a decrease in the likelihood of generating disallowed content. Collaborations with organizations like Duolingo, Be My Eyes, Stripe, Morgan Stanley, Khan Academy, and even the government of Iceland highlight the model's potential for innovation across various sectors. The review concludes with a recommendation to try GPT-4 for those seeking more factual and creative responses, despite a slight trade-off in speed.

Takeaways

  • 🚀 GPT-4 is now live and offers significant improvements over GPT-3.5, providing a more advanced reasoning model with enhanced creativity and concise responses.
  • 🔍 GPT-4 has a reasoning score of 5, speed of 2, and conciseness of 4, indicating a trade-off between speed and advanced reasoning capabilities.
  • 🎨 GPT-4 has become more creative, capable of generating, editing, and iterating on creative and technical writing tasks with adaptability to user writing styles.
  • 🖼️ A groundbreaking feature of GPT-4 is the ability to accept visual input, analyze images, and generate captions, classifications, and analyses based on them.
  • 📚 GPT-4 can handle longer contexts, with the capability to process over 25,000 words of text, making it ideal for long-form writing like blog posts.
  • 📈 GPT-4 has shown a substantial increase in performance on standardized tests, outperforming GPT-3.5 by a significant margin in various fields.
  • 🔗 GPT-4 is safer, with 82% less likelihood to respond to disallowed content and 40% more likely to produce factual responses compared to GPT-3.5.
  • 🌐 OpenAI has collaborated with various organizations to build innovative products using GPT-4, such as Duolingo, Be My Eyes, Stripe, Morgan Stanley, Khan Academy, and even the government of Iceland.
  • 📈 GPT-4's visual accessibility features are particularly beneficial for applications that require image analysis or assistance for visually impaired users.
  • ✅ The improved accuracy and advanced capabilities of GPT-4 make it a strong recommendation for users who found GPT-3.5 lacking in factual responses.
  • 🔜 The future of GPT-4 looks promising, with expectations of continuous improvement and broader applications in various fields.

Q & A

  • What was the initial expectation of the reviewer regarding GPT-4?

    -The reviewer was expecting the GPT-4 update to be very underwhelming.

  • How does GPT-4 differ from GPT-3 in terms of reasoning, speed, and conciseness?

    -GPT-4 has a higher reasoning score of five but a lower speed score of two compared to GPT-3, which has a reasoning score of three, a speed score of five, and a conciseness score of two.

  • What new creative abilities does GPT-4 possess according to the transcript?

    -GPT-4 has become more creative, capable of generating, editing, and iterating on creative and technical writing tasks such as composing songs, writing screenplays, or learning a user's writing style.

  • What is the most surprising feature of GPT-4 mentioned in the transcript?

    -The most surprising feature mentioned is GPT-4's ability to accept images as inputs and generate captions, classifications, and analyses based on those images.

  • How has GPT-4 improved in handling long-form content?

    -GPT-4 allows for longer context and is capable of handling over 25,000 words of text, making it easier to write blog posts and long-form content.

  • What is the performance difference between GPT-3.5 and GPT-4 in terms of factual responses and safety?

    -GPT-4 is 82% less likely to respond to requests for disallowed content and 40% more likely to produce factual responses than GPT-3.5.

  • How did GPT-4 perform on standardized tests compared to GPT-3?

    -GPT-4 showed significant improvements, placing in the 90th percentile on the uniform bar exam and in the 99th percentile on the Biology Olympiad with vision, compared to GPT-3's 10th and 31st percentiles respectively.

  • Which organizations have collaborated with OpenAI to build innovative products using GPT-4?

    -Some of the organizations that have collaborated with OpenAI include Duolingo, Be My Eyes, Stripe, Morgan Stanley, Khan Academy, and the government of Iceland.

  • What are the trade-offs when choosing to use GPT-4 over GPT-3.5?

    -While using GPT-4, users may experience a decrease in speed but gain benefits such as visual accessibility, increased creativity, and the ability to handle longer contexts of up to 25,000 words.

  • What kind of prompt example was used to demonstrate the creativity difference between GPT-3.5 and GPT-4?

    -The prompt example involved explaining the plot of Cinderella in a single sentence where each word begins with the next letter of the alphabet from A to Z without repeating any letters.

  • How did GPT-4 perform on the complex prompt example compared to GPT-3.5?

    -GPT-4 successfully followed the instructions and completed the sentence using the entire alphabet without repeating any words, whereas GPT-3.5 failed to follow the instructions after the word 'Cinderella'.

  • What recommendation does the reviewer give for users who found GPT-3.5 lacking in factual responses?

    -The reviewer recommends trying out GPT-4 to see if it can now answer those questions more accurately, despite the trade-off of a bit less speed.

Outlines

00:00

🚀 Introduction to GPT-4: Enhanced Capabilities and Creative Leaps

The speaker expresses initial skepticism about GPT-4 but is pleasantly surprised by its capabilities. GPT-4 is noted for its advanced reasoning, speed, and conciseness, offering a significant upgrade over GPT-3. It is particularly praised for its creativity, ability to adapt to a user's writing style, and its new feature of visual input, allowing it to analyze images and generate responses based on them. GPT-4 also handles longer contexts, with the capacity to process over 25,000 words, which is a boon for long-form writing. A comparison between GPT-3.5 and GPT-4 using a complex prompt illustrates the latter's superior performance in following instructions and generating creative content. The speaker also references OpenAI's data showing GPT-4's significant improvement over GPT-3 in various tests, highlighting its enhanced reasoning and factual accuracy.

05:03

📈 GPT-4's Impact on Industry and Collaborations

The speaker discusses the improvements in factual responses and safety with GPT-4, noting that it is less likely to generate disallowed content and more likely to produce factual responses. The video then explores various organizations that have collaborated with OpenAI to integrate GPT-4 into their products. Duolingo, an app for language learning, is expected to benefit from GPT-4's capabilities, potentially accelerating language acquisition. Be My Eyes, an app that uses GPT-4's visual accessibility features, and Stripe, a payment processor that the speaker personally uses, are also highlighted. The integration of GPT-4 with these platforms is seen as beneficial, enhancing user experience and reducing financial loss. Other notable collaborations include work with Morgan Stanley, Khan Academy, and even the government of Iceland. The speaker concludes by expressing excitement for the future of GPT-4 technology and encourages viewers to try GPT-4 if they found GPT-3.5 lacking in accuracy, emphasizing the trade-off between speed and the new capabilities of GPT-4.

Mindmap

Keywords

💡GPT-4

GPT-4 refers to the fourth generation of the Generative Pre-trained Transformer, an AI language model developed by OpenAI. It is noted for its advanced capabilities in reasoning, creativity, and handling complex instructions. In the video, GPT-4 is presented as a significant upgrade from its predecessor, GPT-3.5, offering improved performance in various tasks such as creative writing, analyzing visual inputs, and processing longer text contexts.

💡Reasoning

Reasoning is the ability to draw logical conclusions based on known information. In the context of the video, GPT-4's high reasoning score indicates its enhanced capacity to understand and process intricate data and complex instructions. This is demonstrated when GPT-4 successfully completes a complex prompt that GPT-3.5 fails to execute properly.

💡Conciseness

Conciseness refers to the quality of being brief and to the point. In the video, it is mentioned as a parameter that can be adjusted in the AI model. GPT-4 has a higher conciseness score than the previous models, which means it can provide more precise and less verbose responses.

💡Creative Writing

Creative writing is any writing that goes beyond simple communication and aims to tell a story, express emotions, or create a unique piece of art with words. The video highlights GPT-4's improved ability to engage in creative writing tasks, such as composing songs or screenplays, and even adapt to a user's specific writing style.

💡Visual Input

Visual input refers to the ability of a system to process and understand images. GPT-4's capability to accept images as inputs and generate responses based on them, such as captions, classifications, and analyses, is a groundbreaking feature discussed in the video. This allows the model to analyze ingredients in a picture and suggest recipes, which was not possible in previous versions.

💡Longer Context

Longer context is the ability to handle and process large amounts of text. GPT-4 can manage over 25,000 words of text, which is a significant improvement over GPT-3.5. This feature is particularly beneficial for tasks like writing blog posts and long-form content, as mentioned in the video.

💡Disallowed Content

Disallowed content refers to material that is not permitted, typically due to ethical, legal, or safety concerns. The video states that GPT-4 is 82 percent less likely to respond to requests for disallowed content, indicating a safer and more responsible AI model.

💡Factual Responses

Factual responses are answers that are based on facts or reality. GPT-4's increased ability to produce factual responses is highlighted, with a 40 percent improvement over GPT-3.5. This makes GPT-4 more reliable for providing accurate information.

💡Collaboration

Collaboration in the video refers to the partnerships between OpenAI and various organizations to create innovative products using GPT-4. Examples given include Duolingo, Be My Eyes, Stripe, Morgan Stanley, Khan Academy, and the government of Iceland, showcasing the wide-ranging applications of GPT-4.

💡Productivity

Productivity, in the context of the video, relates to the efficiency and effectiveness with which GPT-4 can perform tasks. The improvements in reasoning, creativity, and handling longer contexts contribute to increased productivity for users, especially in writing and content creation.

💡User Adaptability

User adaptability is the model's ability to adjust to the specific preferences and styles of individual users. GPT-4's enhanced user adaptability is showcased through its capability to learn and mimic a user's writing style on the spot, which is particularly useful for personalized content creation.

Highlights

GPT-4 is now live and offers a significant improvement over previous models.

GPT-4 provides different levels of speed, reasoning, and conciseness.

GPT-4 excels in advanced reasoning and complex instructions.

GPT-4 is more creative and can adapt to user writing styles.

GPT-4 can accept images as inputs and generate captions, classifications, and analyses.

GPT-4 can handle over 25,000 words of text, making long-form content creation easier.

GPT-4 has shown a significant increase in creativity compared to GPT-3.5.

GPT-4 has improved performance in factual responses and is safer to use.

GPT-4 has achieved higher percentiles in tests such as the bar exam and the Biology Olympiad.

GPT-4 has been integrated with various organizations for innovative products.

Duolingo is using GPT-4 to enhance language learning.

Be My Eyes is leveraging GPT-4's visual accessibility features.

Stripe is integrating GPT-4 to improve user experience and reduce financial loss.

Morgan Stanley and Khan Academy are among the organizations collaborating with GPT-4.

The government of Iceland has also worked with GPT-4.

GPT-4 is expected to improve further over time.

The reviewer is excited about the future of GPT-4 technology.

GPT-4 offers visual accessibility, more creativity, and longer context for users.

The reviewer recommends trying GPT-4 for those who found GPT-3.5 lacking in factual responses.