
Abdelali Serrou
Examiner (ID: 5685, Phone: (571)272-7638 , Office: P/2659 )
| Most Active Art Unit | 2659 |
| Art Unit(s) | 2654, 2659, 2626 |
| Total Applications | 724 |
| Issued Applications | 484 |
| Pending Applications | 60 |
| Abandoned Applications | 198 |
Applications
| Application number | Title of the application | Filing Date | Status |
|---|---|---|---|
Array
(
[id] => 20570822
[patent_doc_number] => 20260064747
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2026-03-05
[patent_title] => System and Method for Persistent Cognitive Machines Using a Digital Thought Architecture
[patent_app_type] => utility
[patent_app_number] => 19/382207
[patent_app_country] => US
[patent_app_date] => 2025-11-06
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 19500
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -10
[patent_words_short_claim] => 166
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19382207
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/382207 | System and Method for Persistent Cognitive Machines Using a Digital Thought Architecture | Nov 5, 2025 | Pending |
Array
(
[id] => 20043799
[patent_doc_number] => 20250182021
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-06-05
[patent_title] => SYSTEMS AND METHODS FOR GENERATING AND CURATING TASKS
[patent_app_type] => utility
[patent_app_number] => 19/044373
[patent_app_country] => US
[patent_app_date] => 2025-02-03
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 34646
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 207
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19044373
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/044373 | SYSTEMS AND METHODS FOR GENERATING AND CURATING TASKS | Feb 2, 2025 | Pending |
Array
(
[id] => 20018412
[patent_doc_number] => 20250156634
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-05-15
[patent_title] => SYSTEM AND METHOD FOR GENERATING AND EXTRACTING DATA FROM MACHINE LEARNING MODEL OUTPUTS
[patent_app_type] => utility
[patent_app_number] => 18/925261
[patent_app_country] => US
[patent_app_date] => 2024-10-24
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 10086
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 91
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18925261
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/925261 | System and method for generating and extracting data from machine learning model outputs | Oct 23, 2024 | Issued |
Array
(
[id] => 19633604
[patent_doc_number] => 20240412053
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-12-12
[patent_title] => SYSTEMS AND METHODS FOR PRE-PROCESSING FOR A MULTI-MODEL MESSAGE GENERATION ARCHITECTURE
[patent_app_type] => utility
[patent_app_number] => 18/810148
[patent_app_country] => US
[patent_app_date] => 2024-08-20
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 23672
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 160
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18810148
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/810148 | Systems and methods for pre-processing for a multi-model message generation architecture | Aug 19, 2024 | Issued |
Array
(
[id] => 19788347
[patent_doc_number] => 20250062026
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-02-20
[patent_title] => SYSTEMS AND METHODS FOR RESPONDING TO USER INPUTS
[patent_app_type] => utility
[patent_app_number] => 18/807547
[patent_app_country] => US
[patent_app_date] => 2024-08-16
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 8056
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -24
[patent_words_short_claim] => 96
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18807547
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/807547 | SYSTEMS AND METHODS FOR RESPONDING TO USER INPUTS | Aug 15, 2024 | Pending |
Array
(
[id] => 19574800
[patent_doc_number] => 20240379092
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-11-14
[patent_title] => AUTOMATIC LEARNING OF ENTITIES, WORDS, PRONUNCIATIONS, AND PARTS OF SPEECH
[patent_app_type] => utility
[patent_app_number] => 18/783423
[patent_app_country] => US
[patent_app_date] => 2024-07-25
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 7233
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 90
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18783423
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/783423 | AUTOMATIC LEARNING OF ENTITIES, WORDS, PRONUNCIATIONS, AND PARTS OF SPEECH | Jul 24, 2024 | Pending |
Array
(
[id] => 20500983
[patent_doc_number] => 20260030444
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2026-01-29
[patent_title] => DYNAMICALLY ADJUSTING RESPONSE PARAMETERS OF A LARGE LANGUAGE MODEL DURING AN INTERACTION WITH A USER
[patent_app_type] => utility
[patent_app_number] => 18/783023
[patent_app_country] => US
[patent_app_date] => 2024-07-24
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 0
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -16
[patent_words_short_claim] => 199
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18783023
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/783023 | DYNAMICALLY ADJUSTING RESPONSE PARAMETERS OF A LARGE LANGUAGE MODEL DURING AN INTERACTION WITH A USER | Jul 23, 2024 | Pending |
Array
(
[id] => 19482557
[patent_doc_number] => 20240330599
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-10-03
[patent_title] => CONTEXT-BASED NATURAL LANGUAGE PROCESSING
[patent_app_type] => utility
[patent_app_number] => 18/738974
[patent_app_country] => US
[patent_app_date] => 2024-06-10
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 12775
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 131
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18738974
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/738974 | CONTEXT-BASED NATURAL LANGUAGE PROCESSING | Jun 9, 2024 | Pending |
Array
(
[id] => 19617887
[patent_doc_number] => 20240403567
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-12-05
[patent_title] => DATABASE SYSTEMS AND METHODS FOR PERSONALIZED AGENT AUTOMATIONS
[patent_app_type] => utility
[patent_app_number] => 18/734932
[patent_app_country] => US
[patent_app_date] => 2024-06-05
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 18763
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 193
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18734932
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/734932 | DATABASE SYSTEMS AND METHODS FOR PERSONALIZED AGENT AUTOMATIONS | Jun 4, 2024 | Pending |
Array
(
[id] => 20395788
[patent_doc_number] => 20250371263
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-12-04
[patent_title] => LARGE LANGUAGE MODEL PROMPT GENERATION AND STRUCTURING
[patent_app_type] => utility
[patent_app_number] => 18/732822
[patent_app_country] => US
[patent_app_date] => 2024-06-04
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6582
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 108
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18732822
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/732822 | LARGE LANGUAGE MODEL PROMPT GENERATION AND STRUCTURING | Jun 3, 2024 | Pending |
Array
(
[id] => 20636013
[patent_doc_number] => 12596889
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2026-04-07
[patent_title] => Generation of natural language (NL) based summaries using a large language model (LLM) and subsequent modification thereof for attribution
[patent_app_type] => utility
[patent_app_number] => 18/675840
[patent_app_country] => US
[patent_app_date] => 2024-05-28
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 11
[patent_figures_cnt] => 11
[patent_no_of_words] => 19733
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 294
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18675840
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/675840 | Generation of natural language (NL) based summaries using a large language model (LLM) and subsequent modification thereof for attribution | May 27, 2024 | Issued |
Array
(
[id] => 20351824
[patent_doc_number] => 20250348676
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-11-13
[patent_title] => CODE ENCAPSULATION MODEL FOR UNSTRUCTURED DATA ANALYSIS
[patent_app_type] => utility
[patent_app_number] => 18/660110
[patent_app_country] => US
[patent_app_date] => 2024-05-09
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 7682
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 118
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18660110
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/660110 | CODE ENCAPSULATION MODEL FOR UNSTRUCTURED DATA ANALYSIS | May 8, 2024 | Pending |
Array
(
[id] => 19406805
[patent_doc_number] => 20240290316
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-08-29
[patent_title] => Generating Expressive Speech Audio From Text Data
[patent_app_type] => utility
[patent_app_number] => 18/656983
[patent_app_country] => US
[patent_app_date] => 2024-05-07
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6391
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 108
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18656983
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/656983 | Generating expressive speech audio from text data | May 6, 2024 | Issued |
Array
(
[id] => 19406806
[patent_doc_number] => 20240290317
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-08-29
[patent_title] => ON-DEVICE SPEECH SYNTHESIS OF TEXTUAL SEGMENTS FOR TRAINING OF ON-DEVICE SPEECH RECOGNITION MODEL
[patent_app_type] => utility
[patent_app_number] => 18/656197
[patent_app_country] => US
[patent_app_date] => 2024-05-06
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 13155
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -16
[patent_words_short_claim] => 119
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18656197
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/656197 | On-device speech synthesis of textual segments for training of on-device speech recognition model | May 5, 2024 | Issued |
Array
(
[id] => 20338703
[patent_doc_number] => 20250342823
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-11-06
[patent_title] => REAL-TIME MULTILINGUAL TRANSCRIPTION SYSTEM AND METHOD
[patent_app_type] => utility
[patent_app_number] => 18/643158
[patent_app_country] => US
[patent_app_date] => 2024-04-23
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 32230
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 83
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18643158
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/643158 | REAL-TIME MULTILINGUAL TRANSCRIPTION SYSTEM AND METHOD | Apr 22, 2024 | Pending |
Array
(
[id] => 19237006
[patent_doc_number] => 20240194201
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-06-13
[patent_title] => ELECTRONIC DEVICE AND CONTROLLING METHOD THEREOF
[patent_app_type] => utility
[patent_app_number] => 18/581974
[patent_app_country] => US
[patent_app_date] => 2024-02-20
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 19385
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 79
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18581974
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/581974 | Electronic device and controlling method thereof | Feb 19, 2024 | Issued |
Array
(
[id] => 19406036
[patent_doc_number] => 20240289547
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-08-29
[patent_title] => INFORMATION PROCESSING APPARATUS, OPERATION METHOD, AND RECORDING MEDIUM
[patent_app_type] => utility
[patent_app_number] => 18/438923
[patent_app_country] => US
[patent_app_date] => 2024-02-12
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 5964
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -9
[patent_words_short_claim] => 87
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18438923
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/438923 | INFORMATION PROCESSING APPARATUS, OPERATION METHOD, AND RECORDING MEDIUM | Feb 11, 2024 | Issued |
Array
(
[id] => 20123581
[patent_doc_number] => 20250238612
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-07-24
[patent_title] => Systems and Methods for Domain-Agnostic Context Extraction in Natural Language Processing
[patent_app_type] => utility
[patent_app_number] => 18/421283
[patent_app_country] => US
[patent_app_date] => 2024-01-24
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 3334
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 87
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18421283
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/421283 | Systems and Methods for Domain-Agnostic Context Extraction in Natural Language Processing | Jan 23, 2024 | Pending |
Array
(
[id] => 19267503
[patent_doc_number] => 20240211206
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-06-27
[patent_title] => SYSTEM COMMAND PROCESSING
[patent_app_type] => utility
[patent_app_number] => 18/402878
[patent_app_country] => US
[patent_app_date] => 2024-01-03
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 11827
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[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] => 18402878
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/402878 | System command processing | Jan 2, 2024 | Issued |
Array
(
[id] => 19574090
[patent_doc_number] => 20240378382
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-11-14
[patent_title] => Method for Detecting AI-Generated Text by Measuring the Asserted Author's Understanding of Selected Words and/or Phrases in the Text
[patent_app_type] => utility
[patent_app_number] => 18/393175
[patent_app_country] => US
[patent_app_date] => 2023-12-21
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 25866
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -1
[patent_words_short_claim] => 91
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18393175
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/393175 | Method for Detecting AI-Generated Text by Measuring the Asserted Author's Understanding of Selected Words and/or Phrases in the Text | Dec 20, 2023 | Pending |