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Machine learning US 12,555,008 B1 Not in force

Systems and methods for cognitive inferencing for large language models

This system gives a large language model (LLM) a memory of its past conversations without changing the core model itself. It does this by creating an unchangeable, chronological record of insights from user interactions, which the claims specify as an "immutable sequential listing." This record then serves as extra context for the LLM's future responses, allowing it to build on previous exchanges by providing "contextual prompts."

Why it matters: As LLM applications demand greater consistency and auditability, the method of augmenting a static LLM with an immutable, sequential log of inferences offers a robust solution for verifiable and personalized AI interactions.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedSoftware logic, data structures, Socratic engine implementation.

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