Prosecution Insights
Last updated: July 17, 2026
Application No. 18/373,033

CONTEXTUAL THOMPSON SAMPLING WITH CORRUPTED AND MISSING CONTEXT

Non-Final OA
Filed
Sep 26, 2023
Examiner
YESILDAG, MEHMET
Art Unit
3624
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
International Business Machines Corporation
OA Round
1 (Non-Final)
34%
Grant Probability
At Risk
1-2
OA Rounds
1y 2m
Est. Remaining
62%
With Interview

Examiner Intelligence

Grants only 34% of cases
34%
Career Allowance Rate
101 granted / 299 resolved
-18.2% vs TC avg
Strong +28% interview lift
Without
With
+28.1%
Interview Lift
resolved cases with interview
Typical timeline
4y 0m
Avg Prosecution
34 currently pending
Career history
326
Total Applications
across all art units

Statute-Specific Performance

§101
20.3%
-19.7% vs TC avg
§103
61.2%
+21.2% vs TC avg
§102
14.7%
-25.3% vs TC avg
§112
2.9%
-37.1% vs TC avg
Black line = Tech Center average estimate • Based on career data from 299 resolved cases

Prosecution Timeline

Sep 26, 2023
Application Filed
Apr 08, 2026
Non-Final Rejection mailed
Jun 01, 2026
Interview Requested
Jun 10, 2026
Applicant Interview (Telephonic)
Jun 23, 2026
Examiner Interview Summary
Jul 07, 2026
Response Filed

Precedent Cases

Applications granted by this same examiner with similar technology

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2y 1m to grant Granted Jun 30, 2026
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4y 1m to grant Granted Jun 23, 2026
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3y 1m to grant Granted Jun 23, 2026
Patent 12658301
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4y 1m to grant Granted Jun 16, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
34%
Grant Probability
62%
With Interview (+28.1%)
4y 0m (~1y 2m remaining)
Median Time to Grant
Low
PTA Risk
Based on 299 resolved cases by this examiner. Grant probability derived from career allowance rate.

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