{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11270214","patent":{"patent_number":"US-11270214","title":"Providing the basis for ethical AI through explanations by coupling non-interpretable and interpretable systems","assignee":null,"inventors":[],"filing_date":"2021-03-29T00:00:00.000Z","publication_date":"2022-03-08T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N","G06N","G06N"],"num_claims":12,"abstract":"A method, a system, and a system of systems, that couples one or more non-interpretable systems to one or more interpretable systems by using the output results of the non-interpretable systems as the training targets for the interpretable systems. The method, the system, and the system of systems provide for non-interpretable complex nonlinear interactions among inputs by augmenting the set of in-sample and out-sample inputs. The result of the coupling is one or more resulting interpretable systems that allow for the development of explanations, justifications, and rationalizations for systems heretofore non-explainable or non-interpretable. The method, system and system of systems solve transparency and bias problems for non-interpretable systems and provides a basis for ethical systems, such as ethical artificial intelligent (AI) systems."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Providing the basis for ethical AI through explanations by coupling non-interpretable and interpretable systems","description":"A method, a system, and a system of systems, that couples one or more non-interpretable systems to one or more interpretable systems by using the output results of the non-interpretable systems as the","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11270214","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11270214","citation_suggestion":"Patentable. \"Providing the basis for ethical AI through explanations by coupling non-interpretable and interpretable systems\" (US-11270214). https://patentable.app/patents/US-11270214","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11270214","json":"https://patentable.app/api/llm-context/US-11270214","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T22:36:04.669Z"}