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Pinterest Labs is the research and innovation division of Pinterest, dedicated to advancing machine learning and AI to enhance visual discovery and product development across the platform. As a premier research lab, it drives breakthroughs in areas such as computer vision, natural language processing, recommendation systems, generative AI, and multimodal learning. The lab's contributions include state-of-the-art models for visual search, image understanding, and personalized content recommendation, which directly improve user experience and business outcomes for advertisers and creators. Pinterest Labs actively publishes research papers, open-sources datasets and tools, and collaborates with the broader academic community to push AI boundaries. Its work powers features like similar product recommendations, automatic organization of pins, and visual search that lets users find products from photos. Moreover, the lab focuses on developing AI responsibly by addressing biases, ensuring privacy, and enhancing transparency. Through innovation in product development, Pinterest Labs aims to make discovery more intuitive, inclusive, and helpful for millions of users worldwide. It also provides resources for developers and researchers to build on top of its findings, fostering an ecosystem of innovation in visual AI.
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