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Quick disclaimer: I used prompts to generate the below summary of OpenAI Devday.
Alternatively you can watch the entire thing here, or read the summary below to get a quick understanding of the future of AI.
New models and developer products
TL;DR: OpenAI DevDay introduced GPT-4 Turbo, Assistants API, multimodal features, DALL·E 3 API, model customization, higher dev rate limits, and Copyright Shield.
Enhanced Interaction and Cost Efficiency
- GPT-4 Turbo: This is an advanced version of the GPT-4 model that allows for longer conversations with users by supporting a context window of 128K tokens. It's designed to be more cost-effective, reducing the price for processing input and generating output, making it more accessible for extensive use.
- Updated GPT-3.5 Turbo: An updated iteration of the GPT-3.5 model featuring a 16K token context window, which strikes a balance between the extended capabilities of GPT-4 and the affordability for developers and businesses.
Developer-Friendly APIs and Tools
- Assistants API: A new API that streamlines the development of AI-powered applications, enabling tasks such as running code, retrieving information, and calling specific functions within the AI's capabilities.
- Improved Instruction Following and JSON Mode: GPT-4 Turbo now has enhanced abilities to follow complex instructions more accurately and supports a JSON mode, which allows developers to work with structured data more efficiently.
Multimodal and Customization Capabilities
- Multimodal Capabilities: OpenAI has expanded the AI's abilities to include not just text but also vision and audio, such as analyzing images, generating images with DALL·E 3, and converting text to speech with various voice options.
- Model Customization: Developers and organizations can now fine-tune the GPT-4 model or create entirely custom models using their own datasets, which is particularly useful for specialized applications.
Advanced Functionality and Accessibility
- Function Calling Updates: The AI's function-calling feature has been improved to allow multiple functions to be called in a single message, and the returns of function parameters are now more accurate.
- Reproducible Outputs and Log Probabilities: OpenAI has introduced features that enable the AI to produce consistent outputs for the same inputs and to provide log probabilities for each token it generates, aiding in the analysis of the AI's decision-making process.
Visual and Audio Integration
- GPT-4 Turbo with Vision: This feature allows GPT-4 to process images as inputs, enabling it to perform tasks like detailed image analysis and reading text from documents.
- DALL·E 3 API: Developers can integrate the DALL·E 3 image generation model into their applications, allowing for the creation of unique images based on textual descriptions.
- Text-to-Speech API: This API provides the ability to generate human-like speech from text, offering a range of voice types for various applications.
- Whisper v3 and Consistency Decoder: An improved automatic speech recognition model and a new decoder that enhances the quality of generated images, improving the AI's ability to understand spoken language and create visual content.
Cost Management and Legal Protection
- Lower Prices and Higher Rate Limits: OpenAI has reduced the prices for using its models and increased the rate at which tokens can be processed, making it more affordable and scalable for users.
- Copyright Shield: A new initiative to provide legal support and cover costs for customers who face copyright infringement claims related to the content generated by the AI, adding a layer of protection for businesses.
Introducing GPTs
TL;DR: OpenAI's GPTs are customizable AIs for various tasks, monetizable via the GPT Store, with strong privacy and API integration. ChatGPT Plus is updated for simplicity and current information.
Customization and Community Innovation
- Tailored AI Tools: GPTs (customizable ChatGPTs) are designed to allow individuals to create their own AI that can assist with specific tasks. This could range from helping to learn new games, assisting with educational activities, or aiding in creative processes like design. The process is made simple and accessible, requiring no programming skills, which opens up AI customization to a broader audience.
- Community Contributions: OpenAI is leveraging the creativity and expertise of the wider community by enabling users to contribute their own GPTs. This initiative is expected to result in a rich variety of GPTs that cater to different niches and interests, all built by users from diverse backgrounds.
Monetization and Marketplace
- GPT Store Launch: OpenAI is introducing a GPT Store, a platform where individuals can share their custom GPTs with the public. This marketplace not only serves as a hub for discovering GPTs but also as a venue for creators to potentially earn revenue based on the popularity and usage of their GPTs.
Privacy, Safety, and Real-World Application
- Data Privacy and User Safety: With the introduction of GPTs, OpenAI emphasizes the importance of user privacy and safety. Users have control over their data, and there are measures in place to ensure that interactions with GPTs are secure. Additionally, OpenAI has systems to review GPTs against usage policies to prevent the distribution of harmful content.
- API Integration and Actions: Developers can enhance the functionality of GPTs by connecting them with external data sources or services through APIs. This allows GPTs to perform tasks that have tangible impacts in the real world, such as managing databases, integrating with email systems, or supporting e-commerce activities.
Enterprise Solutions and Enhanced User Experience
- Enterprise Custom GPTs: For businesses, GPTs offer a new level of customization. Companies can create GPTs for specific departments or functions, which can assist with tasks like drafting documents in a particular brand voice or providing support for customer service inquiries.
- Improved ChatGPT Plus: The updated ChatGPT Plus service now provides users with more current information, up to April 2023, and a more user-friendly experience by consolidating all model interactions into a single interface, eliminating the need to switch between different AI models.
Moved to the existing thread.