
Luis A. Sitiriche
Examiner (ID: 11695, Phone: (571)270-1316 , Office: P/2122 )
| Most Active Art Unit | 2122 |
| Art Unit(s) | 2129, 2122, 2126 |
| Total Applications | 526 |
| Issued Applications | 388 |
| Pending Applications | 48 |
| Abandoned Applications | 102 |
Applications
| Application number | Title of the application | Filing Date | Status |
|---|---|---|---|
Array
(
[id] => 20461342
[patent_doc_number] => 20260010771
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2026-01-08
[patent_title] => GENERATIVE ARTIFICIAL INTELLIGENCE MODEL SAFETY
[patent_app_type] => utility
[patent_app_number] => 19/329394
[patent_app_country] => US
[patent_app_date] => 2025-09-15
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 2457
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 82
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19329394
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/329394 | GENERATIVE ARTIFICIAL INTELLIGENCE MODEL SAFETY | Sep 14, 2025 | Pending |
Array
(
[id] => 20461373
[patent_doc_number] => 20260010802
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2026-01-08
[patent_title] => COMPUTATIONALLY EFFICIENT FRAMEWORK FOR SEQUENCE-TO-SEQUENCE MODELING AND REINFORCEMENT LEARNING WITH DEEP HISTORY
[patent_app_type] => utility
[patent_app_number] => 19/257909
[patent_app_country] => US
[patent_app_date] => 2025-07-02
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 14667
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 2
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19257909
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/257909 | Computationally efficient framework for sequence-to-sequence modeling and reinforcement learning with deep history | Jul 1, 2025 | Issued |
| 18/959354 | Training AI Models with Synthetic and Real-World Filmmaking Data | Nov 24, 2024 | Pending |
Array
(
[id] => 19726878
[patent_doc_number] => 20250029629
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-01-23
[patent_title] => PRE-TRAINED MACHINE LEARNING MODELS FOR REAL-TIME SPEECH FORM CONVERSION
[patent_app_type] => utility
[patent_app_number] => 18/775232
[patent_app_country] => US
[patent_app_date] => 2024-07-17
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 11153
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 2
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18775232
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/775232 | Pre-trained machine learning models for real- time speech form conversion | Jul 16, 2024 | Issued |
Array
(
[id] => 19740352
[patent_doc_number] => 12217188
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-02-04
[patent_title] => Method and device for user grouping and resource allocation in NOMA-MEC system based
[patent_app_type] => utility
[patent_app_number] => 18/637313
[patent_app_country] => US
[patent_app_date] => 2024-04-16
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 2
[patent_figures_cnt] => 2
[patent_no_of_words] => 5363
[patent_no_of_claims] => 2
[patent_no_of_ind_claims] => 1
[patent_words_short_claim] => 1758
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18637313
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/637313 | Method and device for user grouping and resource allocation in NOMA-MEC system based | Apr 15, 2024 | Issued |
Array
(
[id] => 20131397
[patent_doc_number] => 12373712
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-07-29
[patent_title] => Artificial intelligence model inference and tuning peer-to-peer network system
[patent_app_type] => utility
[patent_app_number] => 18/412698
[patent_app_country] => US
[patent_app_date] => 2024-01-15
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 14
[patent_figures_cnt] => 14
[patent_no_of_words] => 7617
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 215
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18412698
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/412698 | Artificial intelligence model inference and tuning peer-to-peer network system | Jan 14, 2024 | Issued |
Array
(
[id] => 19523236
[patent_doc_number] => 12124967
[patent_country] => US
[patent_kind] => B1
[patent_issue_date] => 2024-10-22
[patent_title] => Apparatus and method for generating a solution
[patent_app_type] => utility
[patent_app_number] => 18/402361
[patent_app_country] => US
[patent_app_date] => 2024-01-02
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 8
[patent_figures_cnt] => 8
[patent_no_of_words] => 22965
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 2
[patent_words_short_claim] => 224
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18402361
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/402361 | Apparatus and method for generating a solution | Jan 1, 2024 | Issued |
Array
(
[id] => 19950494
[patent_doc_number] => 12321860
[patent_country] => US
[patent_kind] => B1
[patent_issue_date] => 2025-06-03
[patent_title] => System, network and method for selective activation of a computing network involving super-imposable stochastic graphs
[patent_app_type] => utility
[patent_app_number] => 18/514467
[patent_app_country] => US
[patent_app_date] => 2023-11-20
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 7
[patent_figures_cnt] => 13
[patent_no_of_words] => 6027
[patent_no_of_claims] => 25
[patent_no_of_ind_claims] => 4
[patent_words_short_claim] => 229
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18514467
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/514467 | System, network and method for selective activation of a computing network involving super-imposable stochastic graphs | Nov 19, 2023 | Issued |
Array
(
[id] => 20144279
[patent_doc_number] => 12378610
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-08-05
[patent_title] => Systems and methods for preprocessing target data and generating predictions using a machine learning model
[patent_app_type] => utility
[patent_app_number] => 18/506690
[patent_app_country] => US
[patent_app_date] => 2023-11-10
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 7
[patent_figures_cnt] => 8
[patent_no_of_words] => 13360
[patent_no_of_claims] => 19
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 118
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18506690
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/506690 | Systems and methods for preprocessing target data and generating predictions using a machine learning model | Nov 9, 2023 | Issued |
Array
(
[id] => 19251554
[patent_doc_number] => 20240202545
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-06-20
[patent_title] => AN EAGER SAT-BASED SOLVER FOR A QUANTIFIER-FREE THEORY OF STRINGS AND BIT VECTORS
[patent_app_type] => utility
[patent_app_number] => 18/066881
[patent_app_country] => US
[patent_app_date] => 2022-12-15
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 13283
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 169
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18066881
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/066881 | AN EAGER SAT-BASED SOLVER FOR A QUANTIFIER-FREE THEORY OF STRINGS AND BIT VECTORS | Dec 14, 2022 | Pending |
Array
(
[id] => 19129888
[patent_doc_number] => 20240135241
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-04-25
[patent_title] => INTELLIGENT DEVICE DATA FILTER FOR MACHINE LEARNING
[patent_app_type] => utility
[patent_app_number] => 18/048610
[patent_app_country] => US
[patent_app_date] => 2022-10-20
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 10854
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 157
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18048610
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/048610 | INTELLIGENT DEVICE DATA FILTER FOR MACHINE LEARNING | Oct 20, 2022 | Pending |
Array
(
[id] => 19129888
[patent_doc_number] => 20240135241
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-04-25
[patent_title] => INTELLIGENT DEVICE DATA FILTER FOR MACHINE LEARNING
[patent_app_type] => utility
[patent_app_number] => 18/048610
[patent_app_country] => US
[patent_app_date] => 2022-10-20
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 10854
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 157
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18048610
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/048610 | INTELLIGENT DEVICE DATA FILTER FOR MACHINE LEARNING | Oct 19, 2022 | Pending |
Array
(
[id] => 18284793
[patent_doc_number] => 20230100265
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-03-30
[patent_title] => METHODS AND SYSTEMS FOR INTEGRATION OF EXTERNAL CALCULATIONS TO CORE HEURISTIC ALGORITHMS
[patent_app_type] => utility
[patent_app_number] => 17/952698
[patent_app_country] => US
[patent_app_date] => 2022-09-26
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 9857
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -15
[patent_words_short_claim] => 172
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17952698
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/952698 | METHODS AND SYSTEMS FOR INTEGRATION OF EXTERNAL CALCULATIONS TO CORE HEURISTIC ALGORITHMS | Sep 25, 2022 | Pending |
Array
(
[id] => 18294805
[patent_doc_number] => 20230104491
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-04-06
[patent_title] => SMALL AND FAST TRANSFORMER WITH SHARED DICTIONARY
[patent_app_type] => utility
[patent_app_number] => 17/934445
[patent_app_country] => US
[patent_app_date] => 2022-09-22
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 10509
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 53
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17934445
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/934445 | SMALL AND FAST TRANSFORMER WITH SHARED DICTIONARY | Sep 21, 2022 | Pending |
Array
(
[id] => 19006404
[patent_doc_number] => 20240070475
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-02-29
[patent_title] => MACHINE LEARNING MODEL BASED ON CONSTRAINED DECISION TREES USING A JUDGMENTAL SAMPLE AND FEATURE RANKING
[patent_app_type] => utility
[patent_app_number] => 17/899504
[patent_app_country] => US
[patent_app_date] => 2022-08-30
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 22154
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 220
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17899504
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/899504 | MACHINE LEARNING MODEL BASED ON CONSTRAINED DECISION TREES USING A JUDGMENTAL SAMPLE AND FEATURE RANKING | Aug 29, 2022 | Pending |
Array
(
[id] => 18817027
[patent_doc_number] => 20230391367
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-12-07
[patent_title] => INFERRING AUTONOMOUS DRIVING RULES FROM DATA
[patent_app_type] => utility
[patent_app_number] => 17/818861
[patent_app_country] => US
[patent_app_date] => 2022-08-10
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 21771
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 101
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17818861
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/818861 | INFERRING AUTONOMOUS DRIVING RULES FROM DATA | Aug 9, 2022 | Pending |
Array
(
[id] => 18922414
[patent_doc_number] => 20240025418
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-01-25
[patent_title] => PROFILE MODELING
[patent_app_type] => utility
[patent_app_number] => 17/869426
[patent_app_country] => US
[patent_app_date] => 2022-07-20
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 7777
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 143
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17869426
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/869426 | PROFILE MODELING | Jul 19, 2022 | Pending |
Array
(
[id] => 18942277
[patent_doc_number] => 20240037416
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-02-01
[patent_title] => SYSTEM AND METHOD FOR TEST-TIME ADAPTATION VIA CONJUGATE PSEUDOLABELS
[patent_app_type] => utility
[patent_app_number] => 17/868267
[patent_app_country] => US
[patent_app_date] => 2022-07-19
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 8769
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 127
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17868267
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/868267 | SYSTEM AND METHOD FOR TEST-TIME ADAPTATION VIA CONJUGATE PSEUDOLABELS | Jul 18, 2022 | Pending |
Array
(
[id] => 18864665
[patent_doc_number] => 20230419102
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-12-28
[patent_title] => TOKEN SYNTHESIS FOR MACHINE LEARNING MODELS
[patent_app_type] => utility
[patent_app_number] => 17/849391
[patent_app_country] => US
[patent_app_date] => 2022-06-24
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 12910
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 229
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17849391
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/849391 | Token synthesis for machine learning models | Jun 23, 2022 | Issued |
Array
(
[id] => 17916285
[patent_doc_number] => 20220318681
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-10-06
[patent_title] => SYSTEM AND METHOD FOR SCALABLE, INTERACTIVE, COLLABORATIVE TOPIC IDENTIFICATION AND TRACKING
[patent_app_type] => utility
[patent_app_number] => 17/842662
[patent_app_country] => US
[patent_app_date] => 2022-06-16
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 8618
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 2
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17842662
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/842662 | SYSTEM AND METHOD FOR SCALABLE, INTERACTIVE, COLLABORATIVE TOPIC IDENTIFICATION AND TRACKING | Jun 15, 2022 | Pending |