Dr. Michael Housman has over 15 years of experience leading technology teams at early-stage technology companies and architecting artificial intelligence platforms that have transformed the way we hire, communicate with customers, and detect fraud, and transact real estate. His research has been published in a variety of peer-reviewed journals, presented at dozens of academic and practitioner-oriented conferences, and profiled by such media outlets as The New York Times, Wall Street Journal, The Economist, and The Atlantic. Dr. Housman received his A.M. and Ph.D. in Applied Economics and Managerial Science from The Wharton School of the University of Pennsylvania and his A.B. from Harvard University. Learn more about Dr. Michael Housman on his website: www.michaelhousman.com.
In the 1990s, we saw the rise of the consumer web completely change the way we produce and consume digital content. In the 2000s, we saw social media transform the way we share digitized links, images, and videos. And now, in the 2020's, we're in the middle of a third wave of digital disruption as generative artificial intelligence is transforming the way that content is created: images created by DALL-E 2 are photo realistic, ChatGPT can converse intelligently with users about any topic, and Stable Diffusion is creating user avatars. Given the exponential pace of these advances, you may be asking yourself: Where is generative AI headed? How can I help the companies I engage with to leverage these advances and stay competitive within an constantly evolving landscape? Where do I even begin?
With 15 years of experience helping organizations to transform through the intelligent design of artificial intelligence applications, Dr. Michael Housman offers up some insight into how these algorithms work, why the explosion in generative artificial intelligence is occurring now, how you can best position your organization(s) to harness the power of these advances, and what the future looks like for creation of digital art, movies, pictures, books, articles, and other media. He will also lay out a simple framework for identifying problems that can be fixed with these new tools and offer up several examples of organizations that are already making the leap. He will conclude by leading a working session to help participants “unpack the black box” to identify immediate opportunities for organizations to leverage generative artificial intelligence and walk them through the process of executing against that roadmap.
Advances in machine learning and artificial intelligence have the potential to completely transform virtually every industry. Given the exponential pace of these advances, there are a number of questions that naturally emerge: how can leverage these advances to improve business outcomes? Where do I even begin? With 15 years of experience helping organizations to transform through the application of intelligent design of artificial inteligence applications, Dr. Housman lays out a simple framework for identifying problems can be fixed with data science, offers up several examples from his own career of organizations that successfully made the leap, and then leads a working session to help participants "think about the black box" to identify immediate opportunities for data science to make an impact and walk them through the process of doing so.
We are living in the midst of an explosion of artificial intelligence that is disrupting entire industries and completely transforming the way we live: new cars now have autopilot for highway driving, email and text messaging applications anticipate our next sentence, our phones recognize our faces and voices, and robots are learning to move and manipulate objects on their own.But if the algorithms behind many of these advances were developed decades ago, why are we only now starting to appreciate the full impact of this disruptive technology? The truth is that the convergence and exponential growth in several foundational building blocks is what’s enabled data scientists to unlock its massive potential. Understanding these unlocks is key to predicting where we should expect to see the biggest transformations in the future.Drawing real-world examples from a variety of different companies and industries, Dr. Michael Housman offers up some insight into why the explosion in artificial intelligence is occurring now, how you can best position your organization to harness the power of these advances, and what the future looks like for the fields of computer vision, natural language understanding and generation, reinforcement learning, and cognitive computing.