Prosecution Insights
Last updated: May 29, 2026
Application No. 18/471,128

FRAMEWORKS FOR TRAINING OF FEDERATED LEARNING MODELS

Non-Final OA
Filed
Sep 20, 2023
Priority
Apr 21, 2023 — IN 202341029060
Examiner
ABOUD, ABDULLAH KHALED
Art Unit
Tech Center
Assignee
Intel Corporation
OA Round
1 (Non-Final)
Grant Probability
Favorable
1-2
OA Rounds

Examiner Intelligence

Grants only 0% of cases
0%
Career Allowance Rate
0 granted / 0 resolved
-60.0% vs TC avg
Minimal +0% lift
Without
With
+0.0%
Interview Lift
resolved cases with interview
Typical timeline
Avg Prosecution
7 currently pending
Career history
8
Total Applications
across all art units

Statute-Specific Performance

§103
100.0%
+60.0% vs TC avg
Black line = Tech Center average estimate • Based on career data from 0 resolved cases

Prosecution Timeline

Sep 20, 2023
Application Filed
Nov 01, 2023
Response after Non-Final Action
May 26, 2026
Non-Final Rejection mailed (current)

Strategy Recommendation AI-generated — please review before filing

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Prosecution Projections

1-2
Expected OA Rounds
Grant Probability
Low
PTA Risk
Based on 0 resolved cases by this examiner. Grant probability derived from career allowance rate.

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