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Routine Notice Added Final

Ericsson Machine Learning Model Performance Reporting Patent

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Published March 25th, 2026
Detected April 2nd, 2026
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Summary

The European Patent Office published patent application EP4500816A1 filed by Telefonaktiebolaget LM Ericsson covering user equipment reporting of machine learning model performance. The application relates to ML model monitoring in wireless communications systems (H04W, H04L, G06N classifications). No regulatory obligations or compliance deadlines are established by this publication.

What changed

EPO published patent application EP4500816A1 titled 'User Equipment Report of Machine Learning Model Performance' filed by Ericsson. The invention covers methods and systems for reporting ML model performance metrics in telecommunications equipment, classified under H04W 24/08, H04L 41/147, G06N 20/00, and G06N 3/084. Designated states include all EPO member 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).

This is a routine patent publication notice with no compliance requirements. Technology companies and telecommunications firms developing ML-enabled wireless equipment should review the patent claims for potential licensing considerations or freedom-to-operate analysis. Inventors and applicants should monitor the patent prosecution timeline for后续 Office Actions.

Source document (simplified)

← EPO Patent Bulletin

USER EQUIPMENT REPORT OF MACHINE LEARNING MODEL PERFORMANCE

Publication EP4500816A1 Kind: A1 Mar 25, 2026

Applicants

Telefonaktiebolaget LM Ericsson (publ), Blankenship, Yufei

Inventors

LI, Jingya, SUNDBERG, Mårten, CHEN LARSSON, Daniel, GARCIA RODRIGUEZ, Adrian, RINGH, Emil, DA SILVA, Icaro Leonardo, BLANKENSHIP, Yufei

IPC Classifications

H04W 24/08 20090101AFI20260213BHEP H04W 24/10 20090101ALI20260213BHEP H04L 41/147 20220101ALI20260213BHEP H04L 41/16 20220101ALI20260213BHEP G06N 20/00 20190101ALI20260213BHEP G06N 3/084 20230101ALI20260213BHEP H04L 41/0803 20220101ALI20260213BHEP H04W 24/02 20090101ALN20260213BHEP G06N 3/048 20230101ALN20260213BHEP

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

View original document →

Classification

Agency
EPO
Published
March 25th, 2026
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
EP4500816A1

Who this affects

Applies to
Technology companies
Industry sector
5170 Telecommunications 5112 Software & Technology
Activity scope
Patent Filing ML Model Performance Reporting
Geographic scope
European Union EU

Taxonomy

Primary area
Intellectual Property
Operational domain
Legal
Topics
Artificial Intelligence Telecommunications

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