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#10

AI at the Margins: Power, Prediction, and Who Gets to Decide? with Avi Goldfarb

In this episode of Canada’s Economy, Explained, host Marwa Abdou sits down with Avi Goldfarb—Rotman Chair in Artificial Intelligence and Healthcare at the University of Toronto, and co-author of Prediction Machines and Power and Prediction. Goldfarb is one of the world’s leading economists on the business implications of AI. Together, they examine why Canada, despite its early leadership in AI research, is lagging in adoption. Goldfarb explains that AI’s real power isn’t automation—it’s prediction. And while Canada has outstanding academic talent and AI research hubs, it hasn’t yet translated that strength into broad commercial or public-sector impact. “We’re still figuring out what the organization of the future looks like,” he says in the episode, while cautioning that hesitation gives global competitors time to scale. They explore the economic promise of AI in healthcare, education, and public services, as well as the risks of overregulation, particularly with laws like Bill C-27. Goldfarb offers a clear message: Canada must act now or risk falling behind.Links:- Avi Goldfarb's Website- Creative Destruction Lab- Prediction Machines: The Simple Economics of Artificial Intelligence (2018)- Power and Prediction: The Disruptive Economics of Artificial Intelligence (2022)- Machine Intelligence and Human Judgment (IMF - June 2025) Other Resources: -  Four Battlegrounds: Power in the Age of Artificial Intelligence by Paul Scharre -  The Work of the Future: Building Better Jobs in an Age of Intelligent Machines by David Autor, David A. Mindell and Elisabeth B. Reynolds
#9

The Digital Balance: How Canada Can Develop a Sustainable Digital Future with Capgemini

In this episode of Canada’s Economy, Explained, host Marwa Abdou explores Canada’s pivotal role as G7 and B7 president in 2025 and the country’s opportunity to lead on AI adoption and sustainability. Joining her are Tom Mosseau and Franco Amalfi from Capgemini Canada—a global consulting and technology firm—who break down the challenges and possibilities facing Canadian businesses.Tom Mosseau points out that “legacy infrastructure, skills shortages, and investment hesitancy” continue to slow down digital transformation, especially for small and medium-sized businesses. While 61% of Canadian firms believe generative AI could reshape their business strategy, only 28% are actively integrating it into operations. Franco Amalfi raises a red flag: AI’s environmental impact is significant, with “high energy consumption, increased e-waste and water use,” yet only 12% of companies are tracking it.Capgemini calls for a “responsible by design” approach, emphasizing smaller AI models, renewable energy, and sustainable supply chains. The episode closes by highlighting how coordinated public-private collaboration and long-term digital investment can help Canada build a competitive, ethical, and environmentally responsible economy.Links:2025 B7 CommuniqueKey Takeaways from the B7 SummitCapgemini – Data & AICapgemini – Developing sustainable Gen AIPrompting Productivity Report
#8

The Case for Canada: A Matter of Trust?

In this episode of Canada’s Economy, Explained, host Marwa Abdou brings us insights from the inaugural Business Data Lab conference, The Case for Canada. Trust—once the invisible foundation of commerce and governance—is now fractured, with only 62% of Canadians expressing moderate or high trust in institutions, according to Edelman’s Trust Barometer. Former Statistics Canada Chief Anil Arora opened with a strong statement: “Good data...is an investment in building trust.”The episode features a range of voices from the conference: Economist Stephen Tapp unpacks how growing regulation has cut Canada’s GDP by nearly 2%, while Professor Meredith Lilly contrasts Canada’s emotionally charged trade strategy with Mexico’s pragmatic diplomacy. Dr. Chad Bown from the Peterson Institute (and former Chief Economist in the U.S. Department of State), explains the contradictions in U.S. tariff policy and its real implications for Canada.Andrew DiCapua, Economist at the Chamber of Commerce, offers a sobering reminder that inflation’s lasting impact continues to erode public trust in central banks, calling for more clarity and transparency in policy decisions.The thread tying it all together? Canada’s future prosperity hinges on restoring institutional trust—through better data, clear policy, and principled leadership.Resources:2025 Edelman Trust Barometer World Values SurveyRegulatory Accumulation, Business Dynamism and Economic Growth in CanadaThe Future of North America’s Economic RelationshipHow Canada Won at Home While America Came First in NAFTA Renegotiations
#4

Canada’s Biggest Missed Opportunity: Women Entrepreneurs with Isabelle Hudon

This episode explores Canada’s gender gap in entrepreneurship with Isabelle Hudon, President and CEO of the Business Development Bank of Canada, and tackles the systemic barriers women face—especially in accessing capital.  Drawing from BDL’s new report, Women Entrepreneurs: Canada’s Biggest Missed Business Opportunity, the discussion reveals why women still own just 18% of Canadian businesses despite a $2 billion government push to double that by 2025.  “Access to capital is probably one of the top three reasons why we don't see as many women picking entrepreneurship as a career versus men,” says Hudon in the episode. She goes on to share how initiatives like the BDC's $500 million Thrive Platform are driving change. The discussion emphasizes the need for bold ambition, policy support, and societal change to foster inclusive entrepreneurship and economic growth. Key takeaways:Canada has 100,000 fewer entrepreneurs than it did 20 years ago, according to a BDC study.Women remain significantly underrepresented in entrepreneurship.Economic cost of gender disparity in entrepreneurship estimated at $180 billion.Access to capital is more difficult for women entrepreneurs.Women-owned businesses concentrated in limited sectors like healthcare and retail.Lack of women representation in investment decision-making processes.Resources:BDL report Women Entrepreneurs: Canada’s Biggest Missed Business OpportunityBDL’s Business Conditions Terminal for Women in BusinessBDC article How Do Women Impact the Canadian Economy?BDC’s $500 Million Thrive Platform for WomenBDC’s hub for Women Entrepreneurs offering finance, advice & free resources 
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