Prosecution Insights
Last updated: July 17, 2026
Application No. 18/885,507

DETECTION AND HANDLING OF ERRORS IN INPUT AND OUTPUT TO AND FROM A LARGE LANGUAGE MODEL

Non-Final OA
Filed
Sep 13, 2024
Priority
Sep 15, 2023 — provisional 63/583,164 +2 more
Examiner
REN, ZHUBING
Art Unit
2483
Tech Center
2400 — Computer Networks
Assignee
ORACLE INTERNATIONAL Corporation
OA Round
1 (Non-Final)
72%
Grant Probability
Favorable
1-2
OA Rounds
1y 2m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 72% — above average
72%
Career Allowance Rate
287 granted / 401 resolved
+13.6% vs TC avg
Strong +42% interview lift
Without
With
+42.3%
Interview Lift
resolved cases with interview
Typical timeline
3y 0m
Avg Prosecution
21 currently pending
Career history
410
Total Applications
across all art units

Statute-Specific Performance

§101
0.5%
-39.5% vs TC avg
§103
95.6%
+55.6% vs TC avg
§102
1.8%
-38.2% vs TC avg
§112
0.4%
-39.6% vs TC avg
Black line = Tech Center average estimate • Based on career data from 401 resolved cases

Prosecution Timeline

Sep 13, 2024
Application Filed
May 05, 2026
Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12659490
IN-LOOP FILTERING METHOD AND APPARATUS FOR SAME
1y 5m to grant Granted Jun 16, 2026
Patent 12651499
USER ACCOUNTABILITY RESTROOM
2y 7m to grant Granted Jun 09, 2026
Patent 12647308
METHOD FOR TRANSMITTING ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING SIGNAL ON BASIS OF RIS IN WIRELESS COMMUNICATION SYSTEM, AND DEVICE THEREFOR
2y 4m to grant Granted Jun 02, 2026
Patent 12647598
APPARATUS AND METHOD FOR ENCODING MOTION VECTOR BY USING BASIC MOTION VECTOR, AND DECODING APPARATUS AND METHOD
1y 8m to grant Granted Jun 02, 2026
Patent 12641236
STATE MACHINE-BASED QUANTIZATION SHIFTING OFFSET FOR VIDEO AND IMAGE COMPRESSION
1y 7m to grant Granted May 26, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

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Prosecution Projections

1-2
Expected OA Rounds
72%
Grant Probability
99%
With Interview (+42.3%)
3y 0m (~1y 2m remaining)
Median Time to Grant
Low
PTA Risk
Based on 401 resolved cases by this examiner. Grant probability derived from career allowance rate.

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