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I spoke with Cat Posey, Sr. Technology Director, Machine Learning, at Capital One, about strategies for effective collaboration in machine learning, including the value of building relationships.
- Where are companies with AI deployments at this point? I’ve heard that only 4 percent of companies have successfully deployed AI. Why is it so challenging?
- If you’d give companies 2-3 recommendations for building out an AI team, what would they be?
- Let’s get a brief sense of the projects Capital One’s AI/ML teams are working – what’s a key project at this point?
- Looking to the future: How is the role of machine learning teams evolving, and what does the future looks like at large tech organizations amid a persistent skills shortage?
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