Search

Sonia L. Gay

Examiner (ID: 11614, Phone: (571)270-1951 , Office: P/2651 )

Most Active Art Unit
2657
Art Unit(s)
2651, 2657, 2614
Total Applications
937
Issued Applications
740
Pending Applications
84
Abandoned Applications
153

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20345165 [patent_doc_number] => 12468897 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-11-11 [patent_title] => Self-improving LLMs through consistency-based self-generated demonstrations [patent_app_type] => utility [patent_app_number] => 18/128450 [patent_app_country] => US [patent_app_date] => 2023-03-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 10 [patent_figures_cnt] => 10 [patent_no_of_words] => 2961 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 119 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18128450 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/128450
Self-improving LLMs through consistency-based self-generated demonstrations Mar 29, 2023 Issued
Array ( [id] => 19482048 [patent_doc_number] => 20240330090 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-03 [patent_title] => CLASSIFICATION OF INCIDENT AND ALERT DATA BASED ON PREDICTION MODELS GENERATED USING TRANSFORMED USER GENERATED CONTENT DATA [patent_app_type] => utility [patent_app_number] => 18/190532 [patent_app_country] => US [patent_app_date] => 2023-03-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 18494 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 104 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18190532 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/190532
CLASSIFICATION OF INCIDENT AND ALERT DATA BASED ON PREDICTION MODELS GENERATED USING TRANSFORMED USER GENERATED CONTENT DATA Mar 26, 2023 Pending
Array ( [id] => 18855717 [patent_doc_number] => 11853297 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-12-26 [patent_title] => Methods and apparatus for retrieving information via an intermediate representation [patent_app_type] => utility [patent_app_number] => 18/188650 [patent_app_country] => US [patent_app_date] => 2023-03-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 4013 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 92 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18188650 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/188650
Methods and apparatus for retrieving information via an intermediate representation Mar 22, 2023 Issued
Array ( [id] => 18788764 [patent_doc_number] => 20230377312 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-23 [patent_title] => SYSTEM AND METHOD FOR NEURAL NETWORK ORCHESTRATION [patent_app_type] => utility [patent_app_number] => 18/125388 [patent_app_country] => US [patent_app_date] => 2023-03-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11658 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 103 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18125388 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/125388
SYSTEM AND METHOD FOR NEURAL NETWORK ORCHESTRATION Mar 22, 2023 Abandoned
Array ( [id] => 20304443 [patent_doc_number] => 12450436 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-10-21 [patent_title] => Language processing for a vehicle [patent_app_type] => utility [patent_app_number] => 18/185753 [patent_app_country] => US [patent_app_date] => 2023-03-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 6 [patent_no_of_words] => 5364 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 165 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18185753 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/185753
Language processing for a vehicle Mar 16, 2023 Issued
Array ( [id] => 20304443 [patent_doc_number] => 12450436 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-10-21 [patent_title] => Language processing for a vehicle [patent_app_type] => utility [patent_app_number] => 18/185753 [patent_app_country] => US [patent_app_date] => 2023-03-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 6 [patent_no_of_words] => 5364 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 165 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18185753 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/185753
Language processing for a vehicle Mar 16, 2023 Issued
Array ( [id] => 19115043 [patent_doc_number] => 20240126793 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-18 [patent_title] => METHOD OF RECOMMENDING SIMILAR QUESTION, AND COMPUTING DEVICE FOR PERFORMING THE SAME [patent_app_type] => utility [patent_app_number] => 18/121741 [patent_app_country] => US [patent_app_date] => 2023-03-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7622 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 43 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18121741 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/121741
METHOD OF RECOMMENDING SIMILAR QUESTION, AND COMPUTING DEVICE FOR PERFORMING THE SAME Mar 14, 2023 Pending
Array ( [id] => 19434763 [patent_doc_number] => 20240303261 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-09-12 [patent_title] => METHOD OF USING ML AND AI TO GENERATE CODEX CONTENT [patent_app_type] => utility [patent_app_number] => 18/180780 [patent_app_country] => US [patent_app_date] => 2023-03-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4149 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 44 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18180780 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/180780
Method of using ML and AI to generate codex content Mar 7, 2023 Issued
Array ( [id] => 18881732 [patent_doc_number] => 20240005101 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-01-04 [patent_title] => INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM [patent_app_type] => utility [patent_app_number] => 18/179458 [patent_app_country] => US [patent_app_date] => 2023-03-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7398 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 58 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18179458 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/179458
INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM Mar 6, 2023 Pending
Array ( [id] => 19295307 [patent_doc_number] => 12034678 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-07-09 [patent_title] => Processing system performing dynamic training response output generation control [patent_app_type] => utility [patent_app_number] => 18/117677 [patent_app_country] => US [patent_app_date] => 2023-03-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 17 [patent_figures_cnt] => 18 [patent_no_of_words] => 10374 [patent_no_of_claims] => 13 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 182 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18117677 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/117677
Processing system performing dynamic training response output generation control Mar 5, 2023 Issued
Array ( [id] => 19420063 [patent_doc_number] => 20240296186 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-09-05 [patent_title] => LANGUAGE MODELS AND MACHINE LEARNING FRAMEWORKS FOR FACILITATING INTERACTIONS BETWEEN END-USERS AND MULTIPLE SERVICE PROVIDER PLATFORMS [patent_app_type] => utility [patent_app_number] => 18/116709 [patent_app_country] => US [patent_app_date] => 2023-03-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15266 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 150 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18116709 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/116709
LANGUAGE MODELS AND MACHINE LEARNING FRAMEWORKS FOR FACILITATING INTERACTIONS BETWEEN END-USERS AND MULTIPLE SERVICE PROVIDER PLATFORMS Mar 1, 2023 Pending
Array ( [id] => 19328541 [patent_doc_number] => 12046230 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-07-23 [patent_title] => Methods for natural language model training in natural language understanding (NLU) systems [patent_app_type] => utility [patent_app_number] => 18/113984 [patent_app_country] => US [patent_app_date] => 2023-02-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 11 [patent_figures_cnt] => 11 [patent_no_of_words] => 13699 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 175 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18113984 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/113984
Methods for natural language model training in natural language understanding (NLU) systems Feb 23, 2023 Issued
Array ( [id] => 18585655 [patent_doc_number] => 20230267919 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-24 [patent_title] => METHOD FOR HUMAN SPEECH PROCESSING [patent_app_type] => utility [patent_app_number] => 18/173699 [patent_app_country] => US [patent_app_date] => 2023-02-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7634 [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] => 18173699 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/173699
METHOD FOR HUMAN SPEECH PROCESSING Feb 22, 2023 Pending
Array ( [id] => 18918376 [patent_doc_number] => 11880656 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-01-23 [patent_title] => Interpreting meaning of content [patent_app_type] => utility [patent_app_number] => 18/103772 [patent_app_country] => US [patent_app_date] => 2023-01-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 47 [patent_figures_cnt] => 48 [patent_no_of_words] => 29938 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 370 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18103772 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/103772
Interpreting meaning of content Jan 30, 2023 Issued
Array ( [id] => 19917536 [patent_doc_number] => 12292906 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-05-06 [patent_title] => Systems and methods for real-time document recommendation [patent_app_type] => utility [patent_app_number] => 18/160449 [patent_app_country] => US [patent_app_date] => 2023-01-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 3300 [patent_no_of_claims] => 21 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 181 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18160449 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/160449
Systems and methods for real-time document recommendation Jan 26, 2023 Issued
Array ( [id] => 19029721 [patent_doc_number] => 11929084 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-03-12 [patent_title] => Audio encoder and decoder using a frequency domain processor with full-band gap filling and a time domain processor [patent_app_type] => utility [patent_app_number] => 18/158035 [patent_app_country] => US [patent_app_date] => 2023-01-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 22 [patent_figures_cnt] => 25 [patent_no_of_words] => 20876 [patent_no_of_claims] => 29 [patent_no_of_ind_claims] => 12 [patent_words_short_claim] => 193 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18158035 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/158035
Audio encoder and decoder using a frequency domain processor with full-band gap filling and a time domain processor Jan 22, 2023 Issued
Array ( [id] => 18554988 [patent_doc_number] => 20230253004 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-10 [patent_title] => APPARATUS AND A SYSTEM FOR SPEECH AND/OR HEARING THERAPY AND/OR STIMULATION [patent_app_type] => utility [patent_app_number] => 18/087543 [patent_app_country] => US [patent_app_date] => 2022-12-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5970 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 132 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18087543 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/087543
APPARATUS AND A SYSTEM FOR SPEECH AND/OR HEARING THERAPY AND/OR STIMULATION Dec 21, 2022 Pending
Array ( [id] => 18454503 [patent_doc_number] => 20230195783 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-22 [patent_title] => Speech Enhancement Based on Metadata Associated with Audio Content [patent_app_type] => utility [patent_app_number] => 18/068494 [patent_app_country] => US [patent_app_date] => 2022-12-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 28112 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -29 [patent_words_short_claim] => 145 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18068494 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/068494
Speech Enhancement Based on Metadata Associated with Audio Content Dec 18, 2022 Pending
Array ( [id] => 18471197 [patent_doc_number] => 20230205483 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-29 [patent_title] => Synchronized Audio Mixing [patent_app_type] => utility [patent_app_number] => 18/066926 [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] => 10993 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 289 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18066926 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/066926
Synchronized Audio Mixing Dec 14, 2022 Pending
Array ( [id] => 18471197 [patent_doc_number] => 20230205483 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-29 [patent_title] => Synchronized Audio Mixing [patent_app_type] => utility [patent_app_number] => 18/066926 [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] => 10993 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 289 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18066926 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/066926
Synchronized Audio Mixing Dec 14, 2022 Pending
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