Search

Ben M. Rifkin

Examiner (ID: 2236, Phone: (571)272-9768 , Office: P/2122 )

Most Active Art Unit
2122
Art Unit(s)
2198, 2123, 2124, 2129, 2122
Total Applications
541
Issued Applications
225
Pending Applications
89
Abandoned Applications
236

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20629721 [patent_doc_number] => 20260094009 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-04-02 [patent_title] => CENTRALIZED PLATFORM FOR ENHANCED AUTOMATED MACHINE LEARNING USING DISPARATE DATASETS [patent_app_type] => utility [patent_app_number] => 19/274396 [patent_app_country] => US [patent_app_date] => 2025-07-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9557 [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] => 19274396 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/274396
CENTRALIZED PLATFORM FOR ENHANCED AUTOMATED MACHINE LEARNING USING DISPARATE DATASETS Jul 17, 2025 Pending
Array ( [id] => 19726265 [patent_doc_number] => 20250029016 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-01-23 [patent_title] => LINEAR MACHINE LEARNING METHOD BASED ON DNA HYBRIDIZATION REACTION TECHNOLOGY [patent_app_type] => utility [patent_app_number] => 18/753150 [patent_app_country] => US [patent_app_date] => 2024-06-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11523 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -2 [patent_words_short_claim] => 4209 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18753150 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/753150
LINEAR MACHINE LEARNING METHOD BASED ON DNA HYBRIDIZATION REACTION TECHNOLOGY Jun 24, 2024 Abandoned
Array ( [id] => 19391337 [patent_doc_number] => 20240281207 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-22 [patent_title] => Intelligent Personal Agent Platform and System and Methods for Using Same [patent_app_type] => utility [patent_app_number] => 18/648421 [patent_app_country] => US [patent_app_date] => 2024-04-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14632 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 218 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18648421 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/648421
Intelligent Personal Agent Platform and System and Methods for Using Same Apr 27, 2024 Pending
Array ( [id] => 19236295 [patent_doc_number] => 20240193490 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-06-13 [patent_title] => MACHINE LEARNING MODEL GENERATOR [patent_app_type] => utility [patent_app_number] => 18/584259 [patent_app_country] => US [patent_app_date] => 2024-02-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9192 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 156 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18584259 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/584259
MACHINE LEARNING MODEL GENERATOR Feb 21, 2024 Pending
Array ( [id] => 19129821 [patent_doc_number] => 20240135174 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-25 [patent_title] => DATA PROCESSING METHOD, AND NEURAL NETWORK MODEL TRAINING METHOD AND APPARATUS [patent_app_type] => utility [patent_app_number] => 18/399715 [patent_app_country] => US [patent_app_date] => 2023-12-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 31465 [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] => 18399715 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/399715
DATA PROCESSING METHOD, AND NEURAL NETWORK MODEL TRAINING METHOD AND APPARATUS Dec 28, 2023 Pending
Array ( [id] => 20043688 [patent_doc_number] => 20250181910 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-06-05 [patent_title] => OVERCOMING MAXIMUM TOKEN LIMITATIONS OF LARGE LANGUAGE MODELS [patent_app_type] => utility [patent_app_number] => 18/526373 [patent_app_country] => US [patent_app_date] => 2023-12-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3597 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 128 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18526373 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/526373
OVERCOMING MAXIMUM TOKEN LIMITATIONS OF LARGE LANGUAGE MODELS Nov 30, 2023 Pending
Array ( [id] => 19892365 [patent_doc_number] => 20250117677 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-04-10 [patent_title] => APPLICATION ROBUSTNESS FOR FAULT-TOLERANT QUANTUM COMPUTERS [patent_app_type] => utility [patent_app_number] => 18/476968 [patent_app_country] => US [patent_app_date] => 2023-09-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9086 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [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] => 18476968 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/476968
APPLICATION ROBUSTNESS FOR FAULT-TOLERANT QUANTUM COMPUTERS Sep 27, 2023 Pending
Array ( [id] => 19865077 [patent_doc_number] => 20250103863 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-03-27 [patent_title] => NEURAL NETWORK SYSTEM WITH MULTIPLE INPUTS AND MULTIPLE OUTPUTS [patent_app_type] => utility [patent_app_number] => 18/471661 [patent_app_country] => US [patent_app_date] => 2023-09-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11762 [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] => 18471661 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/471661
NEURAL NETWORK SYSTEM WITH MULTIPLE INPUTS AND MULTIPLE OUTPUTS Sep 20, 2023 Pending
Array ( [id] => 19849506 [patent_doc_number] => 20250094857 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-03-20 [patent_title] => DETECTING TASK-RELATED PATTERNS USING ARTIFICIAL INTELLIGENCE TECHNIQUES [patent_app_type] => utility [patent_app_number] => 18/370619 [patent_app_country] => US [patent_app_date] => 2023-09-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8298 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 114 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18370619 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/370619
DETECTING TASK-RELATED PATTERNS USING ARTIFICIAL INTELLIGENCE TECHNIQUES Sep 19, 2023 Pending
Array ( [id] => 18905063 [patent_doc_number] => 20240020548 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-01-18 [patent_title] => Self-Enhancing Knowledge Model [patent_app_type] => utility [patent_app_number] => 18/351729 [patent_app_country] => US [patent_app_date] => 2023-07-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8174 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -11 [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] => 18351729 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/351729
Self-Enhancing Knowledge Model Jul 12, 2023 Pending
Array ( [id] => 19284109 [patent_doc_number] => 20240220585 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-07-04 [patent_title] => SYSTEMS AND METHODS FOR DETERMINING CLASSIFICATION PROBABILITY [patent_app_type] => utility [patent_app_number] => 18/147262 [patent_app_country] => US [patent_app_date] => 2022-12-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 24052 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -21 [patent_words_short_claim] => 70 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18147262 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/147262
SYSTEMS AND METHODS FOR DETERMINING CLASSIFICATION PROBABILITY Dec 27, 2022 Pending
Array ( [id] => 18311797 [patent_doc_number] => 20230115697 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-04-13 [patent_title] => NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM FOR STORING PREDICTION PROGRAM, PREDICTION METHOD, AND PREDICTION APPARATUS [patent_app_type] => utility [patent_app_number] => 18/065217 [patent_app_country] => US [patent_app_date] => 2022-12-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12765 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 73 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18065217 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/065217
NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM FOR STORING PREDICTION PROGRAM, PREDICTION METHOD, AND PREDICTION APPARATUS Dec 12, 2022 Pending
Array ( [id] => 18309520 [patent_doc_number] => 20230113420 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-04-13 [patent_title] => PREDICTING ACCURACY OF SUBMITTED DATA [patent_app_type] => utility [patent_app_number] => 18/064657 [patent_app_country] => US [patent_app_date] => 2022-12-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7770 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 158 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18064657 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/064657
PREDICTING ACCURACY OF SUBMITTED DATA Dec 11, 2022 Pending
Array ( [id] => 18323362 [patent_doc_number] => 20230121490 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-04-20 [patent_title] => CROSS-GEOGRAPHICAL PREDICTIVE DATA ANALYSIS [patent_app_type] => utility [patent_app_number] => 18/059731 [patent_app_country] => US [patent_app_date] => 2022-11-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13184 [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] => 18059731 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/059731
CROSS-GEOGRAPHICAL PREDICTIVE DATA ANALYSIS Nov 28, 2022 Pending
Array ( [id] => 19205151 [patent_doc_number] => 20240177050 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-05-30 [patent_title] => NEURAL NETWORK-BASED LOAD BALANCING IN DISTRIBUTED STORAGE SYSTEMS [patent_app_type] => utility [patent_app_number] => 18/059218 [patent_app_country] => US [patent_app_date] => 2022-11-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5941 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 97 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18059218 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/059218
NEURAL NETWORK-BASED LOAD BALANCING IN DISTRIBUTED STORAGE SYSTEMS Nov 27, 2022 Pending
Array ( [id] => 18180166 [patent_doc_number] => 20230040895 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-09 [patent_title] => SYSTEM AND METHOD FOR DEVELOPING A RISK PROFILE FOR AN INTERNET SERVICE [patent_app_type] => utility [patent_app_number] => 17/961960 [patent_app_country] => US [patent_app_date] => 2022-10-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8388 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 123 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17961960 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/961960
SYSTEM AND METHOD FOR DEVELOPING A RISK PROFILE FOR AN INTERNET SERVICE Oct 6, 2022 Pending
Array ( [id] => 19391768 [patent_doc_number] => 20240281638 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-22 [patent_title] => DATA SERVICE METHOD AND DEVICE, AND RELATED PRODUCT [patent_app_type] => utility [patent_app_number] => 18/571131 [patent_app_country] => US [patent_app_date] => 2022-09-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9760 [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] => 18571131 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/571131
DATA SERVICE METHOD AND DEVICE, AND RELATED PRODUCT Sep 20, 2022 Pending
Array ( [id] => 17947837 [patent_doc_number] => 20220334856 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-10-20 [patent_title] => AUTOMATED POP-UP DISPLAY ALTERING A USER OF A MACHINE DETERMINED MEDICAL BEST PRACTICE RECOMMENDATION [patent_app_type] => utility [patent_app_number] => 17/852323 [patent_app_country] => US [patent_app_date] => 2022-06-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8068 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -9 [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] => 17852323 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/852323
AUTOMATED POP-UP DISPLAY ALTERING A USER OF A MACHINE DETERMINED MEDICAL BEST PRACTICE RECOMMENDATION Jun 27, 2022 Abandoned
Array ( [id] => 17931847 [patent_doc_number] => 20220326972 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-10-13 [patent_title] => SERVER-BASED MACHINE LEARNING CLASSIFIER AND RULES ENGINE FOR PROVIDING A MEDICAL BEST PRACTICE RECOMMENDATION BASED ON A USER-ENTERED MEDICAL OBSERVATION OF A PATIENT [patent_app_type] => utility [patent_app_number] => 17/852336 [patent_app_country] => US [patent_app_date] => 2022-06-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8068 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [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] => 17852336 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/852336
SERVER-BASED MACHINE LEARNING CLASSIFIER AND RULES ENGINE FOR PROVIDING A MEDICAL BEST PRACTICE RECOMMENDATION BASED ON A USER-ENTERED MEDICAL OBSERVATION OF A PATIENT Jun 27, 2022 Abandoned
Array ( [id] => 17931846 [patent_doc_number] => 20220326971 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-10-13 [patent_title] => USER INTERFACE FOR RECOMMENDING INSERTION OF AN UPDATED MEDICAL BEST PRACTICE RECOMMENDATION IN RESPONSE TO USER ENTRY OF UPDATED MEDICAL OBSERVATION INFORMATON FOR A PATIENT [patent_app_type] => utility [patent_app_number] => 17/852328 [patent_app_country] => US [patent_app_date] => 2022-06-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8068 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -6 [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] => 17852328 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/852328
USER INTERFACE FOR RECOMMENDING INSERTION OF AN UPDATED MEDICAL BEST PRACTICE RECOMMENDATION IN RESPONSE TO USER ENTRY OF UPDATED MEDICAL OBSERVATION INFORMATON FOR A PATIENT Jun 27, 2022 Abandoned
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