OpenAI DevDay: Opening Keynote

OpenAI
6 Nov 202345:36

TLDROpenAI's DevDay event showcased significant advancements in AI technology. Sam Altman introduced GPT-4 Turbo, a new model with enhanced capabilities such as longer context length, improved control, better world knowledge, and new modalities like DALL-E 3 and text-to-speech. The event also highlighted the launch of GPTs, tailored versions of ChatGPT for specific purposes, and the Assistants API, simplifying the creation of assistive experiences within apps. The partnership with Microsoft was emphasized, and the future of AI agents was discussed, with a focus on gradual deployment and societal impact.

Takeaways

  • 🚀 OpenAI launched GPT-4 Turbo, a new model with significant improvements over GPT-4, including a 128,000 token context length and more accurate long-context responses.
  • 🔍 GPT-4 Turbo introduces JSON Mode for developer control, reproducible outputs for consistency, and logprobs for API access.
  • 🌐 The model's knowledge is updated to include information up to April 2023, and OpenAI aims to keep it current.
  • 📷 GPT-4 Turbo now supports new modalities, including DALL-E 3 for image generation, vision capabilities, and a text-to-speech model with six preset voices.
  • 🎨 OpenAI is releasing Whisper V3, an open-source speech recognition model with improved performance across many languages.
  • 🛠️ Customization options have been expanded, allowing for fine-tuning of the 16K version of the model and a new Custom Models program for tailored AI solutions.
  • 🚀 GPT-4 Turbo offers higher rate limits for established customers and introduces a Copyright Shield to protect against legal claims related to copyright infringement.
  • 💰 Pricing for GPT-4 Turbo has been significantly reduced, making it more accessible for developers.
  • 🤖 OpenAI introduced GPTs, tailored versions of ChatGPT for specific purposes, which can be programmed using natural language and shared with others.
  • 🛠️ The Assistants API simplifies the process of building assistive agents within apps, offering persistent threads, built-in retrieval, and a working Python interpreter.
  • 🤝 OpenAI's partnership with Microsoft is highlighted, emphasizing the collaboration on building infrastructure and products like GitHub Copilot.

Q & A

  • What is the main focus of OpenAI's first-ever DevDay event?

    -The main focus of OpenAI's DevDay event is to announce new developments, improvements, and future directions for their AI platform, including the introduction of GPT-4 Turbo and the concept of GPTs.

  • What are the key improvements in GPT-4 Turbo compared to the previous GPT-4 model?

    -GPT-4 Turbo offers improvements such as increased context length up to 128,000 tokens, more control over model responses with features like JSON Mode and reproducible outputs, better world knowledge with updated knowledge cutoff, new modalities like DALL-E 3 and text-to-speech, customization options, and higher rate limits.

  • How does OpenAI plan to address the issue of AI agent safety?

    -OpenAI believes in gradual iterative deployment as the best way to address AI safety issues. They aim to move carefully towards a future with more capable AI agents, ensuring that safety considerations are integrated from the start.

  • What is the significance of the partnership between OpenAI and Microsoft?

    -The partnership between OpenAI and Microsoft is significant as it involves collaboration on building infrastructure to support AI models, as well as Microsoft's commitment to using OpenAI's APIs to build products like GitHub Copilot, with a shared mission to empower developers and users.

  • What are GPTs and how do they work?

    -GPTs are tailored versions of ChatGPT designed for specific purposes. They combine instructions, expanded knowledge, and actions to provide more helpful and contextually relevant responses. Users can build, customize, and publish their own GPTs for others to use.

  • How will the new Assistants API change the way developers build AI experiences?

    -The new Assistants API simplifies the process of building AI experiences by providing persistent threads, built-in retrieval, a working Python interpreter, and improved function calling. This allows developers to create assistive agents that can manage state, leverage external tools, and invoke functions to perform actions.

  • What are the new modalities introduced in the API, and how do they enhance AI capabilities?

    -The new modalities introduced in the API include DALL-E 3 for image generation, a new text-to-speech model, and Whisper V3 for speech recognition. These enhance AI capabilities by allowing AI to understand, generate, and interact with various forms of data, such as text, images, and speech.

  • How does the pricing for GPT-4 Turbo compare to the previous GPT-4 model?

    -GPT-4 Turbo is significantly cheaper than GPT-4, with a price reduction by a factor of 3x for prompt tokens and 2x for completion tokens, making it more accessible for developers to build and innovate with AI.

  • What is the purpose of the GPT store mentioned in the script?

    -The GPT store is a platform where developers can list and share their custom GPTs, allowing others to discover and use them. It will feature the best and most popular GPTs, fostering a vibrant ecosystem of AI applications.

  • How does OpenAI plan to support developers who build useful GPTs?

    -OpenAI plans to support developers by offering revenue sharing for the most useful and widely used GPTs, incentivizing the creation of high-quality AI applications.

  • What is the role of the Code Interpreter in the new Assistants API?

    -The Code Interpreter in the new Assistants API allows the AI to write and execute code on the fly, enabling it to perform complex tasks that would typically require coding, such as financial calculations or data processing.

Outlines

00:00

🎤 Introduction and OpenAI DevDay Kickoff

Sam Altman welcomes the audience to the first-ever OpenAI DevDay in San Francisco, expressing excitement over the growth and adoption of OpenAI's AI platform. He highlights the launch of ChatGPT, GPT-4, and the integration of voice and vision capabilities. The introduction of DALL-E 3 and ChatGPT Enterprise is also mentioned, along with the platform's user base and developer community. Altman emphasizes the importance of how people use AI products and shares a video showcasing various personal and professional uses of AI.

05:01

🚀 New Announcements and GPT-4 Turbo Launch

Altman introduces GPT-4 Turbo, addressing developer feedback with six major improvements: increased context length, more control with JSON Mode and reproducible outputs, enhanced world knowledge, new modalities like DALL-E 3 and text-to-speech, customization with fine-tuning and Custom Models, and higher rate limits. He also announces a significant reduction in pricing for GPT-4 Turbo, making it more accessible to developers. The conversation with Satya Nadella, CEO of Microsoft, discusses the partnership between Microsoft and OpenAI and the future of AI infrastructure.

10:02

🤖 Introducing GPTs: Customizable AI Agents

OpenAI introduces GPTs, tailored versions of ChatGPT for specific purposes. These can be customized with instructions, expanded knowledge, and actions, and then published for others to use. The concept is demonstrated with examples from Code.org, Canva, and Zapier, showcasing how GPTs can assist in various contexts. The ease of programming GPTs through natural language conversation is emphasized, and plans for a GPT store and revenue sharing for creators are announced.

15:03

🔧 Building GPTs and the Future of AI Agents

Altman demonstrates how to build a GPT for startup founders, using the GPT builder and uploading transcripts of lectures. He explains the process of customizing a GPT, including setting instructions, style, and uploading content. The potential for GPTs to become more capable agents is discussed, with a focus on gradual iterative deployment and the importance of societal considerations for AI safety.

20:04

🌐 Assistants API and Enhancing Developer Experience

The new Assistants API is introduced, simplifying the creation of assistive agents with persistent threads, built-in retrieval, code interpreter, and improved function calling. A demo is provided, showing how the API can be used to build an app with an AI assistant that can interact with the app's features and take actions. The integration of voice input and text-to-speech capabilities is also demonstrated, along with the potential for agents to perform complex actions on behalf of users.

25:04

🎉 Closing Remarks and Future Vision

Altman thanks the team at OpenAI and the audience, reflecting on the potential of AI as a societal revolution. He emphasizes the belief in individual empowerment through AI and the goal of elevating humanity. The launch of GPTs and the Assistants API is highlighted as the first step towards AI agents, with plans to increase their capabilities over time. The partnership with Microsoft is acknowledged, and the importance of feedback-driven system updates is stressed.

Mindmap

Keywords

💡OpenAI DevDay

OpenAI DevDay is the event where the transcript takes place, showcasing new developments and updates from OpenAI. It's a gathering for developers and tech enthusiasts to learn about the latest advancements in AI technology.

💡GPT-4 Turbo

GPT-4 Turbo is a new model introduced by OpenAI that offers significant improvements over the previous GPT-4 model. It has a longer context length, more control features, better world knowledge, and new modalities, making it more powerful and versatile for various applications.

💡DALL-E 3

DALL-E 3 is an advanced image model developed by OpenAI that can generate images from textual descriptions. It represents a leap in AI's ability to understand and create visual content, offering new possibilities for designers and artists.

💡ChatGPT Enterprise

ChatGPT Enterprise is a version of ChatGPT tailored for enterprise use, offering enhanced security, privacy, and higher speed access to GPT-4. It's designed to meet the needs of large organizations and businesses looking to integrate AI into their operations.

💡API

API, or Application Programming Interface, is a set of rules and protocols that allow different software applications to communicate with each other. In the context of the video, OpenAI's API enables developers to build applications that leverage the capabilities of OpenAI's AI models.

💡Custom Models

Custom Models is a program by OpenAI where researchers work closely with companies to create tailored AI models that are optimized for specific use cases and proprietary data. This service allows businesses to leverage AI in a way that is deeply integrated with their unique needs.

💡Pricing

In the context of the video, pricing refers to the cost structure for using OpenAI's AI models and services. OpenAI has made efforts to reduce these costs to make their technology more accessible to a wider range of developers and businesses.

💡AI Agents

AI Agents are AI systems designed to perform tasks or services on behalf of users. They are more advanced than simple chatbots, capable of understanding context, learning from interactions, and executing complex tasks. The video discusses the development and deployment of such agents as part of OpenAI's vision for the future.

💡GPTs

GPTs, or tailored versions of ChatGPT, are customized AI models created for specific purposes. They combine instructions, expanded knowledge, and actions to provide more helpful and contextually relevant responses. Users can build and share their own GPTs, contributing to a diverse ecosystem of AI applications.

💡Assistants API

The Assistants API is a tool provided by OpenAI that allows developers to create assistive agents within their applications. These agents can maintain conversation state, retrieve information, interpret code, and perform actions, enhancing the user experience by providing a more interactive and dynamic interface.

Highlights

OpenAI DevDay event hosted by Sam Altman.

Announcement of ChatGPT's success since its release a year ago.

Launch of GPT-4, the most capable model in the world.

Introduction of voice and vision capabilities for ChatGPT.

Launch of DALL-E 3, the world's most advanced image model.

ChatGPT Enterprise for enterprise-grade security and privacy.

2 million developers building on OpenAI's API and over 92% of Fortune 500 companies using OpenAI products.

Launch of GPT-4 Turbo with significant improvements.

GPT-4 Turbo supports up to 128,000 tokens of context.

New features for developers: JSON Mode, reproducible outputs, and logprobs in the API.

GPT-4 Turbo has knowledge about the world up to April 2023.

Integration of DALL-E 3, GPT-4 Turbo with vision, and new text-to-speech model into the API.

Introduction of Custom Models for tailored AI experiences.

Doubling the tokens per minute for GPT-4 customers and introducing Copyright Shield.

Significant reduction in pricing for GPT-4 Turbo and GPT-3.5 Turbo 16K.

Introduction of GPTs, tailored versions of ChatGPT for specific purposes.

Launch of the GPT store for sharing and discovering GPTs.

New Assistants API with persistent threads, retrieval, and code interpreter.

Demonstration of Assistants API capabilities, including function calling and retrieval.

OpenAI's commitment to individual empowerment and agency through AI.