Siemens AI Framework Explains Detected Anomalies, Apr 15
Summary
Siemens Aktiengesellschaft filed European patent application EP4557179A1 on April 15, 2026, covering an AI framework that generates human-comprehensible explanations of detected anomalies. The system receives detected anomalies and produces explanatory outputs describing those anomalies to users. The application is classified under G06N 5/045 (knowledge engineering) and G06N 20/00 (machine learning).
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GovPing monitors EPO Patent Bulletin - AI & Computing (G06N) for new telecom & technology regulatory changes. Every update since tracking began is archived, classified, and available as free RSS or email alerts — 86 changes logged to date.
What changed
The EPO published patent application EP4557179A1 for Siemens AG's AI framework that explains detected anomalies to users in a human-comprehensible manner. The system receives detected anomalies as input and generates explanatory outputs. The application covers machine learning and knowledge engineering methods for AI-based anomaly explanation.
Affected parties include AI developers and technology companies working on anomaly detection systems who may wish to review this published application for prior art purposes or to understand the scope of Siemens' claims in this technical area. The patent application provides public notice of the technical approach being claimed.
Archived snapshot
Apr 25, 2026GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.
FRAMEWORK FOR HUMAN-COMPREHENSIBLE EXPLANATION OF DETECTED ANOMALIES
Publication EP4557179A1 Kind: A1 Apr 15, 2026
Applicants
Siemens Aktiengesellschaft
Inventors
DECKER, Thomas, BUSCH, Julian, LEBACHER, Michael
IPC Classifications
G06N 5/045 20230101AFI20240524BHEP G06N 20/00 20190101ALI20240524BHEP
Designated States
AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, ME, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR
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