GPT-4-0314

GPT-4 is an advanced artificial intelligence model developed by OpenAI that processes both text and image inputs to generate human-like text outputs. This multimodal system demonstrates exceptional performance across various professional and academic benchmarks, often matching or surpassing human-level capabilities in complex tasks.

Key features:
- Multimodal Input Processing: Accepts and analyzes both text and image inputs for versatile application across diverse fields.
- Human-Level Performance: Excels in professional and academic benchmarks, including the Uniform Bar Exam, LSAT, and GRE.
- Multilingual Proficiency: Performs well across multiple languages, including low-resource languages like Latvian, Welsh, and Swahili.
- Enhanced Reliability: Demonstrates improved reliability, creativity, and ability to handle nuanced instructions compared to previous models.
- Internal Application Support: Enhances support, sales, content moderation, and programming tasks within OpenAI.
- AI Evaluation Assistance: Contributes to OpenAI's alignment strategy by assisting in the evaluation of AI outputs.

How it works:
1. Users interact with GPT-4 through ChatGPT or an API (available via waitlist).
2. The system processes user input, which can be text or images.
3. GPT-4 generates a text response based on the input and its vast knowledge base.
4. The response is delivered to the user through the chosen interface.

Integrations:
Azure, OpenAI Evals

Use of AI:
GPT-4 utilizes generative AI to produce natural language text and code based on various inputs. It employs advanced techniques such as few-shot and chain-of-thought prompting to enhance performance on complex tasks.

AI foundation model:
GPT-4 is built on its namesake architecture, a large multimodal model designed to handle a variety of tasks with high accuracy and reliability.

Target users:
- Professionals in fields such as law, education, and research
- Developers and programmers
- Businesses seeking to enhance customer support, sales, and content moderation

How to access:
GPT-4 is accessible through the ChatGPT web application and via an API, which is currently available through a waitlist system.

Development and training:
OpenAI rebuilt its deep learning stack and collaborated with Azure to design a supercomputer specifically for training GPT-4. The model underwent iterative alignment using lessons from adversarial testing and ChatGPT, resulting in improved factuality, steerability, and adherence to safety guardrails.

Community involvement:
While GPT-4 is not open source, OpenAI has released OpenAI Evals, an open-sourced framework for automated evaluation of AI model performance. This allows for community feedback and continuous improvement of the system.