AI Forum 2023 | Bridging Disciplines: Exploring the Frontiers of New Computing Paradigms
Artificial Intelligence (AI) is revolutionizing our world at an unparalleled pace, transforming a diverse array of disciplines and sectors. Simultaneously, the intersection of AI with these disciplines has significantly advanced its development. This talk will…
AI Forum 2023 | Phase Transition in AI
Recent AI advances, such as ChatGPT and more powerful GPT-4, surprised the world with new capabilities and fueled concerns around societal impact. In this talk, I will present a view to these advances from the…
AI Forum 2023 | AI for Neurodiverse Society
Neurodiversity refers to the concept of recognizing cognitive differences originating from the brain and nervous system, including developmental disorders, as diversity rather than superiority or inferiority. It emphasizes mutual respect for these differences. Our research…
AI Forum 2023 | The Small Models Revolution
I will discuss a new method we are pioneering at Microsoft Research to build smaller language models that exhibit many of the properties of the largest language models such as ChatGPT. The focus will be…
AI Forum 2023 | The Emergence of General AI for Medicine
Large language models such as GPT-4 have emerged as powerful new tools for information work, including aspects of healthcare delivery, healthcare management, and advancing medical science. GPT-4 in particular shows impressive capabilities that go beyond…
The Power of Prompting
Microsoft Chief Scientific Officer Eric Horvitz explains how new prompting strategies can enable generalist large language models like GPT-4 to achieve exceptional expertise in specific domains, such as medicine, and outperform fine-tuned specialist models.