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EP 118: Will Gaybrick (President of Product and Business, Stripe) on Capital Allocation, Org Design, AI, and Global Growth

The Logan Bartlett Show

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Centralize to Optimize: Harnessing Collective Intelligence in AI

Organizations can enhance their innovation strategies by allowing teams to propose and work on projects for extended periods, such as six months, which fosters experimentation and resource allocation towards emerging technologies like machine learning (ML). Successful initiatives, such as the AI-driven Docs.ai, illustrate the potential for transformative ideas to arise from such freedom. Additionally, centralizing operations in ML allows for the consolidation of efforts, preventing duplication of work and inconsistent results from disparate models. Establishing a center of excellence not only streamlines processes but also enhances capabilities through the recruitment of specialized researchers, positioning the organization to engage deeply in innovative avenues within AI.

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