Seminars & Colloquia
Co-founder & CTO, Diveplane
"What Can We Learn About Innovation From the Theories That Drive Artificial Intelligence?"
Tuesday January 28, 2020 06:30 PM
Location: 1231, EB2
(Visitor parking instructions)
This talk is part of the Fidelity Investment Speaker Series
Simply put, an artificial intelligence is a computer program that observes, generalizes previous observations, optimizes outcomes, explores the unknown, and subsequently performs actions. This same framework can be used to characterize many human activities, from controlling vehicles to translating spoken languages to making business decisions, which may mean many complex tasks can become automated. Nearly two hundred years worth of mathematics have contributed to our current understanding of this computational process. But more rarely are they used to examine the process of innovation. In this talk, Dr. Hazard will look through the lens of AI and mathematics to interpret the dynamics of innovations, including observations throughout history and from his career.
Can creativity be measured? How does information theory explain why both the Han Dynasty and Roman Empire had such difficulty innovating effective strategies against nomadic tribes? How does the curse of dimensionality relate to the invention of the light bulb? What can intertemporal discounting tell us about why TCP is the dominant web protocol for reliable traffic? And how do the answers to these and many other questions fit into the building blocks of AI? This talk will further provide a framework for how to think about building AI systems that innovate as well as tools to think about innovations... maybe even your own!
Host: Corporate Relations, CSC