Machine learning US 20,260,037,863 A1 Not in force

System, process, and method for gamifying physical assets, digital assets, and virtual assets through advertising and e-commerce employing personalized digital twin llm chatbot

This invention describes a method for creating a personalized digital version of a human user, called a digital twin. It works by taking an existing artificial intelligence model, specifically a large language model (LLM), and then training it further with data unique to that specific person, such as their past interactions and preferences. The provided claims focus exclusively on this process of generating the personalized digital twin.

Why it matters: The claims cover generating a personalized LLM digital twin. While the underlying technology was available in 2024, continuous advancements in efficient fine-tuning techniques and robust data processing tools have made the creation and deployment of such personalized AI models more practical and scalable.

Status: Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build: SpecializedLLM training, data pipelines, AI expertise

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