Prosecution Insights
Last updated: August 18, 2026

Examiner: GIULIANI, GIUSEPPI J

Tech Center 2100 • Art Units: 2153 2157 2161 2165

This examiner grants 58% of resolved cases

Performance Statistics

57.8%
Allow Rate
+2.8% vs TC avg
314
Total Applications
+6.6%
Interview Lift
1245
Avg Prosecution Days
Based on 289 resolved cases, 2023–2026

Rejection Statute Breakdown

13.0%
§101 Eligibility
11.7%
§102 Novelty
54.8%
§103 Obviousness
14.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18921579 CONFLICT MANAGEMENT FOR CONSISTENT CONTENT UPDATING USING A GENERATIVE NEURAL NETWORK Final Rejection Google LLC
18985817 IMAGE RETRIEVAL SYSTEM AND IMAGE RETRIEVAL METHOD Non-Final OA SEMICONDUCTOR ENERGY LABORATORY CO., LTD.
19022551 Visualization Tool For Building Nested Queries Non-Final OA Oracle International Corporation
18876761 COMPUTING DEVICE CONFIGURATION BASED ON LATENT SPACE SEARCH Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
18477239 COMPUTER-IMPLEMENTED METHOD AND SYSTEM TO PROVIDE ALTERNATIVE FLAVOR COMPOSITIONS Final Rejection Firmenich SA
18938587 DOCUMENT RETRIEVAL USING INTRA-IMAGE RELATIONSHIPS Final Rejection Georgetown University

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