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Liquid Labs gives that work a formal home; an internal research accelerator driving fundamental breakthroughs in the science of building intelligent, personalized, and adaptive machines. Our origins trace back to MIT CSAIL, where the foundational work on Liquid Neural Networks defined a new class of dynamical, efficient sequence-processing architectures. That research became the basis for Liquid Foundation Models (LFMs). Scalable, multimodal models built for real-world deployment in resource-constrained environments. At Liquid Labs, we extend that lineage - pushing forward the frontier of efficient, adaptive intelligence through both fundamental research and practical engineering. We work hand-in-hand with Liquid's core foundation model and systems teams to translate theory into deployed capability - defining a new generation of intelligent systems that are both powerful and efficient. 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We exist to build an advertising ecosystem that respects and adapts to consumers' choices around their privacy, and in doing so unlocks enormous uplifts in scale and outcomes for publishers and advertisers alike. Trusted by 60% of Enterprise Media Companies across the US, EMEA, and LATAM, we work with leaders such as News Corp, Warner Bros Discovery, Hearst, Conde Nast, dmg media, BuzzFeed, and The Guardian. Our technology enables them to drive >$1B in advertising spend across hundreds of millions of users without compromising user privacy. Permutive works with many of the largest Advertisers, enabling them to collaborate with Publishers to triple their audience reach and drive a doubling in incremental sales, including with advertisers such as Sky, Dentsu and Apple. We leverage patented edge technology, AI and cloud collaboration to safely process data where it is, and our platform combines privacy-safe DMP, data clean room, and curation capabilities to unlock unmatched scale and precision for publishers, advertisers, agencies, and retail media networks. At Permutive, You'll Help Our Customers: - Achieve Better Outcomes: Leverage our unique position in the ad tech ecosystem to access broader audiences and improve outcomes. - Boost Sales Significantly: Capitalize on 100% addressability to connect with the 70% of audiences beyond traditional cookies. - Transform Collaboration Efficiency: Move from lengthy processes to seamless collaboration in minutes. 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