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EPO Patent EP4198836B1: Neural Network Explainability Method

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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.

Archived snapshot

Mar 23, 2026

GovPing 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.

← EPO Patent Bulletin

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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Named provisions

METHOD AND SYSTEM FOR LOCAL EXPLAINABILITY OF NEURAL NETWORK PREDICTION

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Last updated

Classification

Agency
EPO
Published
March 18th, 2026
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
EP4198836B1

Who this affects

Industry sector
5112 Software & Technology
Activity scope
AI Development
Geographic scope
European Union EU

Taxonomy

Primary area
Artificial Intelligence
Operational domain
IT Security
Topics
Intellectual Property Technology

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