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This invention describes a software system that automatically gathers real-time data, like signals and events, from various online sources. It organizes this information into a connected network of facts, called a knowledge graph, to identify evolving patterns and relationships. The system then uses these patterns to predict future trends and automatically generates updated reports in real-time to answer user questions.
Why it matters: In 2023, building a system to dynamically derive patterns and answer queries from crawled data was a significant AI challenge. The rapid advancements in large language models since then make the knowledge acquisition and pattern derivation aspects of this system much more feasible and powerful.
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