Methods and systems for automated generation of personalized messages

This invention describes a system that automatically creates personalized messages for individuals. It works by constantly gathering information from the internet, organizing it into a smart database called a knowledge graph, and using artificial intelligence to identify important details and decide who should receive a message. The system then generates a message tailored to that person based on how relevant the information is to them, specifically focusing on how the smart database is kept up-to-date with new information.

Why it matters: Filed just as generative AI was emerging, the content generation and machine learning aspects are now significantly more powerful and accessible with current LLMs. This makes the system's core function of personalized message creation much more sophisticated than in 2022.

Status: Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build: SpecializedHeavy software system, machine learning, knowledge graph

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