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This invention describes an AI system that takes a user's daily schedule, expressed in natural language, and assesses how each activity impacts their health, particularly for chronic conditions like diabetes. It uses this information to calculate a 'quality score' for the schedule and then optimizes it by suggesting changes. A key part of this is the system's ability to automatically build a knowledge base about the user's activities and health.
Why it matters: Filed before the widespread adoption of advanced large language models. Modern LLMs can now significantly simplify the natural language processing and automatic ontology construction required for this system.
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