Rotman Management

Innovation Amidst a Pandemic

So much has changed in recent months. How is the pandemic affecting AI and machine learning innovation?

Most machine learning is used to make predictions about the future and to help business leaders make better decisions today. Fortunately, the type of AI that is used in a self-driving car — which recognizes that a pedestrian or a cyclist is crossing the road — still works as well as it ever did. But for the AI that has been used to determine the outcome of a credit application or to estimate the number of cars that a factory should produce, there are questions about how robust these models are now, given the unprecedented impact of the pandemic. Luckily, there are lots of people working on this issue, and there are new approaches emerging, like unsupervised learning for certain types of problems. But there are definitely plenty of conversations happening about

You’re reading a preview, subscribe to read more.

More from Rotman Management

Rotman Management7 min read
Q&A
We believe that every organization in this country has a responsibility to advance reconciliation. In June 2020, we released a Reconciliation Action Plan in response to the Truth and Reconciliation Commission’s Call to Action Number 92. It called on
Rotman Management4 min read
Coming Soon? The Four-Day Workweek
In February 2023, researchers made global headlines when they announced that their four-day workweek experiment had been a success. Over six months, they had asked about 30 companies that collectively employed 1,000 people to give their teams an extr
Rotman Management4 min read
Sustainability Tools: The Regenerative Compass
We are well into what climate experts are calling ‘the decisive decade’ for sustainability and Net Zero commitments. And yet, significant action and momentum are missing in most organizations. Even in companies that have made bold commitments for 203

Related Books & Audiobooks