EPO Patent EP4198836B1: Neural Network Explainability Method
Summary
The European Patent Office has granted patent EP4198836B1 for a method and system for local explainability of neural network predictions. The patent, effective March 18, 2026, covers innovations in AI and machine learning interpretability.
What changed
The European Patent Office (EPO) has granted patent EP4198836B1, titled 'METHOD AND SYSTEM FOR LOCAL EXPLAINABILITY OF NEURAL NETWORK PREDICTION'. This patent, effective March 18, 2026, relates to advancements in artificial intelligence, specifically methods for making neural network predictions more understandable and transparent.
This is a patent grant, not a regulatory rule or enforcement action. As such, it does not impose direct compliance obligations on regulated entities. However, it signifies intellectual property protection for a specific AI technology, which may influence future development and licensing in the AI sector. Companies developing or utilizing neural network explainability tools should be aware of this granted patent.
Source document (simplified)
METHOD AND SYSTEM FOR LOCAL EXPLAINABILITY OF NEURAL NETWORK PREDICTION FIELD
Grant EP4198836B1 Kind: B1 Mar 18, 2026
Inventors
Farooqi, Waqas Ahmad, Schmidt, Eckehard, Grill, Jonas
IPC Classifications
G06N 5/045 20230101AFI20230511BHEP G06N 3/04 20230101ALI20230511BHEP
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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