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Linkalong is an EPFL startup that leverages artificial intelligence to analyze open-source content, social media, and news, helping users discover hidden signals on the web efficiently. By combining human skills with AI automation, the team provides personalized solutions for content analysis, enabling quick access to a wide range of content sources and supporting domain-specific taxonomies. Their scalable platform offers high-performance detection of weak signals and early warnings, ensuring users receive individualized intelligent information tailored to their specific needs.