The drug development process involves multiple steps, each of which requires a complex and protracted experiment that often fails. At the same time, it is becoming consistently more challenging and more expensive to develop new therapeutics. Modern medicine has provided effective tools to treat some of humanity’s most significant and burdensome diseases. Under his leadership, Scale has grown to be valued as a $7 billion company serving hundreds of customers across industries from finance to e-commerce to U.S. Wang founded Scale while a 19-year-old student to help companies build long-term AI strategies with the right data and infrastructure. He will explain why foundation models are the most exciting advancement happening in AI, and how Scale can help advance foundation models, especially as it applies to tuning these models to make them useful for specific tasks and industries including insurance, defense, logistics and many others. Wang will also share how the latest advancements in AI allow next-generation models to be more versatile and attuned to specific business needs that weren’t possible before. This is where pre-trained models create an opportunity for organizations without the resources and expertise build their own AI.Īlexandr Wang, Scale’s CEO and Co-Founder, will outline how Scale’s product investments are helping all types of organizations and teams apply and create their own AI. Many of these companies are looking for established use cases to supercharge their products, operations, and business lines. Organizations applying AI don't necessarily have AI expertise, but they are prepared to leverage AI as a strategic asset for their innovation and product strategies. Leading organizations across every industry also need to be technology leaders, and today that means leveraging AI. Throughout his career, he has demonstrated a unique capability to align the latest technological developments, including machine learning, with real business problems to provide practical solutions to customers. Kurian and Wang will also discuss the future of machine learning and what it will take to get there.īefore Google, Kurian spent 22 years at Oracle his nearly 30 years of experience have given him a deep knowledge of engineering, enterprise relationships, and leadership of large organizations. He will detail practical use cases for retail, logistics, manufacturing, and healthcare. He will also discuss that, with the advent of foundation models, now is the time for all industries to more broadly adopt AI or risk falling behind the competition. Kurian will advise how to best roll out machine learning capabilities to many customers and ensure they are widely adopted. Google also has succeeded with the widespread adoption of machine learning capabilities in its consumer and business products, including Gmail smart replies and predictive search. With platforms like Vertex AI and TensorFlow, Google boasts the most popular machine learning platforms adopted by over 3 million developers globally. Google Cloud is well-known for developer adoption, helping machine learning teams to create production-grade machine learning models. Thomas Kurian, the CEO of Google Cloud, will join Alexandr Wang, CEO and Founder of Scale, to discuss how AI helps businesses across various industries and use cases. 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. InstructGPT makes it practical to leverage the OpenAI API to revise existing content, such as rewriting a paragraph of text or refactoring code.īefore creating OpenAI, Brockman was the CTO of Stripe, which he helped build from four to 250 employees. At the same time, it released InstructGPT, a large language model (LLM) explicitly designed to follow instructions. One year later, it introduced DALL♾ 2, which generates more realistic, accurate, lower-latency images with four times greater resolution than its predecessor. In January 2021, OpenAI introduced DALL♾, a text-to-image generation program. 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. Greg Brockman, President and Co-Founder of OpenAI, will join Alexandr Wang, CEO and Founder of Scale, to discuss the role of foundation models like GPT-3 and DALL♾ 2 in research and in the enterprise.
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