{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11961397","patent":{"patent_number":"US-11961397","title":"Processing system having a machine learning engine for providing a customized driving assistance output","assignee":null,"inventors":[],"filing_date":"2021-03-26T00:00:00.000Z","publication_date":"2024-04-16T00:00:00.000Z","cpc_codes":["G06V","G06V","G06V","G06V","G06V","G08G","G08G","G08G","G08G","G08G","G08G","G08G","G08G","G08G"],"num_claims":20,"abstract":"Systems and apparatuses for generating customized driving assistance outputs are provided. The system may collect initial sensor data from a rotating mobile device. The system may analyze the initial sensor data to determine whether to collect additional sensor data. Based on analysis of the initial sensor data and the additional sensor data, the system may determine a customized driving assistance output. The system may determine one or more notification outputs and one or more instruction outputs for the driver based on the customized driving assistance output. The system may update an aggregate driving output based on whether or not the instruction output was completed, as determined from subsequent sensor data."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Processing system having a machine learning engine for providing a customized driving assistance output","description":"Systems and apparatuses for generating customized driving assistance outputs are provided. The system may collect initial sensor data from a rotating mobile device. The system may analyze the initial ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11961397","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-11961397","citation_suggestion":"Patentable. \"Processing system having a machine learning engine for providing a customized driving assistance output\" (US-11961397). https://patentable.app/patents/US-11961397","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11961397","json":"https://patentable.app/api/llm-context/US-11961397","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T10:11:05.225Z"}