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Patent drawing for Automated machine learning model explanation generation
US 12,481,899 B2
Machine learning US 12,481,899 B2 Not in force

Automated machine learning model explanation generation

A computer system automatically creates explanations for how a first AI model works. It gathers details about the first AI model, including interpretation data it generates itself, and then uses a second AI model to write a text explanation based on those details and specific criteria.

Why it matters: In 2021, generating nuanced explanation text via a second ML model was a significant challenge. The rapid advancements in large language models since then make the text generation component significantly more feasible and powerful today.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedMachine learning models, software logic

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