OpenAI's Greg Brockman: The Future of Large Language (LLMs) and Generative Models

Name: OpenAI's%20Greg%20Brockman:%20The%20Future%20of%20Large%20Language%20(LLMs)%20and%20Generative%20Models
Uploaded: 2022-10-20

Posted Oct 20, 2022 | Views 5.4K

# TransformX 2022

# Fireside Chat

# Natural Language Processing (NLP)

# Foundation Models

# Large Language Models (LLMs)

# Generative Models

speakers

Greg Brockman

President, Chairman, and Founder @ OpenAI

Greg Brockman is the President and Co-Founder of OpenAI, a research and deployment company whose mission is to ensure general-purpose artificial intelligence benefits all of humanity. Before OpenAI, he was the CTO of Stripe, which he helped build from 4 to 250 employees.

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Alexandr Wang

CEO & Founder @ Scale AI

Alexandr Wang is the founder and CEO of Scale AI, the data platform accelerating the development of artificial intelligence. Alex founded Scale as a student at MIT at the age of 19 to help companies build long-term AI strategies with the right data and infrastructure. Under Alex's leadership, Scale has grown to a $7bn valuation serving hundreds of customers across industries from finance to e-commerce to U.S. government agencies.

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SUMMARY

Greg Brockman, President and Co-Founder of OpenAI, joins Alexandr Wang, CEO and Founder of Scale, to discuss the role of foundation models like GPT-3 and DALL·E 2 in research and in the enterprise. Foundation models make it possible to replace task-specific models with those that are generalized in nature and can be used for different tasks with minimal fine-tuning.

In January 2021, OpenAI introduced DALL·E, a text-to-image generation program. One year later, it introduced DALL·E 2, which generates more realistic, accurate, lower-latency images with four times greater resolution than its predecessor. At the same time, it released InstructGPT, a large language model (LLM) explicitly designed to follow instructions. InstructGPT makes it practical to leverage the OpenAI API to revise existing content, such as rewriting a paragraph of text or refactoring code.

Before creating OpenAI, Brockman was the CTO of Stripe, which he helped build from four to 250 employees. Watch this talk to learn how foundation models can help businesses benefit from applications that they can create more quickly than with past generations of AI tools.

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