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Tomi Poutanen

Cofounder, Vector Institute

Search every verified Tomi Poutanen interview, podcast appearance, and on-the-record quote — each transcript cross-checked by AI and human review to confirm speaker identity. Tomi Poutanen, co-founder of the Vector Institute and CEO of Signal 1 AI, discussed the evolution of machine learning from academic research to real-world applications in a May 2023 talk. He described his career trajectory from founding technology companies to co-founding Layer 6, which was acquired by TD Bank Group, where he served as Chief AI Officer. Poutanen recounted efforts to build Canada's AI ecosystem, including pitching the Vector Institute to the provincial government and University of Toronto, and noted that the country's tech economy was historically weak, with startups often relocating to the U.S. after acquisition. He highlighted his current work at Signal 1, which applies AI to healthcare, mentioning a model for real-time risk prediction in hospital patients that he said is "saving lives." In earlier appearances, Poutanen addressed topics such as selecting machine learning projects for commercial use, the importance of data harvesting for training models, and the potential socio-economic impact of AI. He described suitable ML use cases as production systems that improve over time, and contrasted his team's approach at TD with the work of 1,800 data scientists building traditional models like credit scoring. He also discussed the competitive positioning of AI, stating that jurisdictions leading in AI could see GDP growth, and emphasized the role of researchers like Geoff Hinton in attracting talent to Canada. Poutanen noted that recommendation systems often underuse available data, and that deep learning can leverage broader customer and product insights.

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