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Examiner Paulinho E Smith

TECH CENTER 2100 · 5 ART UNITS · 620 DECIDED APPLICATIONS · LAST ACTION JUN 2026
ALLOWANCE RATE = SHARE OF DECIDED APPLICATIONS (ALLOWED + ABANDONED); PENDING EXCLUDED
OVERALL ALLOWANCE RATE · POOLED ACROSS 5 ART UNITS
83%vs 67% weighted peer average+16 pts

Examiner Paulinho E Smith has allowed 512 of 620 decided applications in Computer Architecture, Software, and Information Security.

allowed512abandoned108pending43· pending excluded from the rate
The weighted peer average (67%) is each art unit's average below, weighted by this examiner's applications in it (5 art units).
DATA UPDATED JULY 14, 2026
AU 2127 · 80%AU 2129 · 81%AU 2125 · 92%AU 2124 · 85%AU 2123 · 75%
// READING THIS EXAMINER

What the data says.

Paulinho E Smith maintains an allowance rate of 83% across hundreds of decided applications in Technology Center 2100 (Computer Architecture, Software, and Information Security). The examiner's record spans five art units within this technology center. The allowance rate across these art units ranges from 80% to 92%, reflecting variation in the decided application outcomes across the different subject-matter areas the examiner handles. This pooled figure represents the share of applications that received allowance or abandonment decisions, and does not include pending applications.

// HOW TO READ THESE NUMBERS

How to read these numbers.

This record aggregates outcomes across multiple art units in TC 2100, presenting a pooled allowance rate rather than unit-specific figures. The 83% figure describes past decided applications and is a historical observation, not a prediction about any particular application's outcome. Pooled rates reflect the mix of different subject areas and application types the examiner has handled. Individual art-unit records, available separately, show the range of variation underlying this overall figure.

These are aggregate statistics from this examiner's past public record — not predictions about any specific application. The per-art-unit figures below show how the record varies across art units. Our approach to patent prosecution →

// BY ART UNIT

The record, art unit by art unit.

Each section benchmarks this examiner against that art unit's average. Figures are this examiner's own public record within the art unit; the overall rate above pools them.

◈ PRIMARY · ART UNIT 2127
254 APPS · 80% ALLOWANCE

Primarily examines neural-network / biological-model computing, and machine learning.

80% allowance (of decided)▏ art-unit average 67%
DISPOSITION168 / 43 / 43allowed / abandoned / pending
FIRST ACTION29.6 moart unit avg 28.5 mo
TOTAL PENDENCY44.2 moart unit avg 41.8 mo
// REJECTION PROFILE
REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

Grounds can co-occur, so the four don't sum to 100%. The art-unit figure is the unweighted mean across examiners in the art unit; §102 and §112 carry no art-unit benchmark.

§101 — Subject-matter eligibility49%art unit 53%4 pts
§102 — Anticipation (novelty)85%no art-unit benchmark
§103 — Obviousness83%art unit 78%+5 pts
§112 — Written description & definiteness55%no art-unit benchmark
// INTERVIEW SPLIT

Allowance rate for applications with an examiner interview versus without one.

WITH INTERVIEW80%allowance share
WITHOUT INTERVIEW79%+1 pt difference

A correlation, not proof that interviews cause allowances. Based on 80 decided applications with an interview and 131 without.

ART UNIT 2129
253 APPS · 81% ALLOWANCE

Primarily examines neural-network / biological-model computing, and machine learning.

81% allowance (of decided)▏ art-unit average 65%
DISPOSITION204 / 49 / 0allowed / abandoned / pending
FIRST ACTION24.1 moart unit avg 28.5 mo
TOTAL PENDENCY36.8 moart unit avg 42.3 mo
// REJECTION PROFILE
REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

Grounds can co-occur, so the four don't sum to 100%. The art-unit figure is the unweighted mean across examiners in the art unit; §102 and §112 carry no art-unit benchmark.

§101 — Subject-matter eligibility53%art unit 62%9 pts
§102 — Anticipation (novelty)58%no art-unit benchmark
§103 — Obviousness76%art unit 76%±0 pts
§112 — Written description & definiteness36%no art-unit benchmark
// INTERVIEW SPLIT

Allowance rate for applications with an examiner interview versus without one.

WITH INTERVIEW94%allowance share
WITHOUT INTERVIEW78%+16 pt difference

A correlation, not proof that interviews cause allowances. Based on 48 decided applications with an interview and 205 without.

ART UNIT 2125
131 APPS · 92% ALLOWANCE

Primarily examines neural-network / biological-model computing, and machine learning.

92% allowance (of decided)▏ art-unit average 75%
DISPOSITION120 / 11 / 0allowed / abandoned / pending
FIRST ACTION29.2 moart unit avg 26.4 mo
TOTAL PENDENCY38.1 moart unit avg 39 mo
// REJECTION PROFILE
REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

Grounds can co-occur, so the four don't sum to 100%. The art-unit figure is the unweighted mean across examiners in the art unit; §102 and §112 carry no art-unit benchmark.

§101 — Subject-matter eligibility36%art unit 51%15 pts
§102 — Anticipation (novelty)74%no art-unit benchmark
§103 — Obviousness65%art unit 88%23 pts
§112 — Written description & definiteness45%no art-unit benchmark
// INTERVIEW SPLIT

Allowance rate for applications with an examiner interview versus without one.

WITH INTERVIEW97%allowance share
WITHOUT INTERVIEW90%+7 pt difference

A correlation, not proof that interviews cause allowances. Based on 31 decided applications with an interview and 100 without.

ART UNIT 2124
13 APPS · 85% ALLOWANCE · LIMITED DATA

Primarily examines neural-network / biological-model computing, and machine learning.

85% allowance (of decided)▏ art-unit average 64%
DISPOSITION11 / 2 / 0allowed / abandoned / pending
FIRST ACTION24.9 moart unit avg 28.5 mo
TOTAL PENDENCY35.3 moart unit avg 41.8 mo
// REJECTION PROFILE
REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

Grounds can co-occur, so the four don't sum to 100%. The art-unit figure is the unweighted mean across examiners in the art unit; §102 and §112 carry no art-unit benchmark.

§101 — Subject-matter eligibility91%art unit 61%+30 pts
§102 — Anticipation (novelty)73%no art-unit benchmark
§103 — Obviousness64%art unit 88%24 pts
§112 — Written description & definiteness64%no art-unit benchmark

Based on 13 applications — too small a sample to characterize the rejection mix reliably; shown for completeness.

ART UNIT 2123
12 APPS · 75% ALLOWANCE · LIMITED DATA

Primarily examines neural-network / biological-model computing, and machine learning.

75% allowance (of decided)▏ art-unit average 51%
DISPOSITION9 / 3 / 0allowed / abandoned / pending
FIRST ACTION29.5 moart unit avg 29.3 mo
TOTAL PENDENCY38.6 moart unit avg 43.8 mo
// REJECTION PROFILE
REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

Grounds can co-occur, so the four don't sum to 100%. The art-unit figure is the unweighted mean across examiners in the art unit; §102 and §112 carry no art-unit benchmark.

§101 — Subject-matter eligibility45%art unit 61%16 pts
§102 — Anticipation (novelty)91%no art-unit benchmark
§103 — Obviousness91%art unit 85%+6 pts
§112 — Written description & definiteness27%no art-unit benchmark

Based on 12 applications — too small a sample to characterize the rejection mix reliably; shown for completeness.

// FAQ

Questions about Examiner Paulinho E Smith

  • What is Paulinho E Smith's overall allowance rate?
    The examiner's allowance rate is 83% across hundreds of decided applications, pooled across all art units in TC 2100.
  • How many art units does this examiner cover?
    Paulinho E Smith has a public record spanning five art units in Technology Center 2100.
  • What is the range of allowance rates across the examiner's art units?
    The allowance rate ranges from 80% to 92% across these art units, reflecting variation in outcomes by subject-matter area.
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METHODOLOGY & DISCLOSURES

Methodology. This page pools every art unit in which Examiner Paulinho E Smith has a public record within Technology Center 2100. Statistics are computed from publicly available USPTO records, refreshed on a recurring schedule. This page's data was last updated July 14, 2026. The overall allowance rate is total allowed divided by total decided applications (allowed plus abandoned) across all art units — not an average of the per-art-unit rates; pending applications are excluded. Figures are rounded for display. Pooled sample: 663 applications.

Rejection rates. Each §-rate is the share of this examiner's applications that drew at least one office-action rejection in which that statutory ground appears; applications with no rejection on record are excluded, and because grounds can co-occur the four do not sum to 100%. The art-unit figure beside each is the unweighted mean of the per-examiner rates across the art unit, published for §101 and §103 only. Beside the overall allowance rate we show a benchmark: for a single-art-unit examiner it is exactly that art unit's average, labeled “art-unit average”; for an examiner spanning several art units it is the “weighted peer average” — the per-art-unit averages, weighted by this examiner's application count in each — labeled distinctly because it is a blended figure, not any single art unit's average. Both are built from the same per-art-unit averages the panels show.

Lynch LLP is not affiliated with, endorsed by, or sponsored by the United States Patent and Trademark Office. Examiner statistics are derived from publicly available USPTO data.

These statistics describe past examiner behavior and do not predict the outcome of any particular application. Past results do not guarantee future outcomes. Where this page compares an examiner's allowance rate to an art-unit average, that comparison is a factual description of the public record, not a characterization of any individual examiner's conduct or competence.

This page is for general informational purposes and is not legal advice. No attorney-client relationship is formed by viewing it. Full disclaimers →

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