67 pending office actions
| App # | Title | Examiner | Art Unit | Status | Filed |
|---|---|---|---|---|---|
| 19219883 | Dynamic Selection of Machine-Learning Large Language Models Based on Queries | SHAH, VAISHALI | 2156 | Non-Final OA | May 27, 2025 |
| 19208438 | CONTEXTUAL BANDIT MODEL FOR QUERY PROCESSING MODEL SELECTION | HARPER, ELIYAH STONE | 2166 | Non-Final OA | May 14, 2025 |
| 19207030 | DISTRIBUTED APPROXIMATE NEAREST NEIGHBOR SERVICE ARCHITECTURE FOR RETRIEVING ITEMS IN AN EMBEDDING SPACE | MINCEY, JERMAINE A | 2159 | Non-Final OA | May 13, 2025 |
| 19193828 | Dynamically Generating Descriptions Using a Multi-Modal Large-Language Model | MIAN, MUHAMMAD U | 2163 | Non-Final OA | Apr 29, 2025 |
| 19078265 | ACCOUNTING FOR ITEM ATTRIBUTES WHEN SELECTING ITEMS SATISFYING A QUERY BASED ON ITEM EMBEDDINGS AND AN EMBEDDING FOR THE QUERY | WILSON, KIMBERLY LOVEL | 2165 | Non-Final OA | Mar 12, 2025 |
| 19000108 | PROMPT ADAPTATION FOR MACHINE-LEARNING LARGE LANGUAGE MODELS (LLMS) | WILLIS, AMANDA LYNN | 2156 | Final Rejection | Dec 23, 2024 |
| 19000089 | PICKING SEQUENCE OPTIMIZATION WITHIN A WAREHOUSE FOR AN ITEM LIST | JEANTY, ROMAIN | 3624 | Non-Final OA | Dec 23, 2024 |
| 18990154 | GENERATING PERSONALIZED CONTENT CAROUSELS AND ITEMS USING MACHINE-LEARNING LARGE LANGUAGE MODELS AND EMBEDDINGS | ANSARI, AZAM A | 3621 | Non-Final OA | Dec 20, 2024 |
| 18972522 | USING MACHINE-LEARNING LARGE LANGUAGE MODELS TO PERFORM SMART ORDER UPDATES | SINGH, RUPANGINI | 3628 | Non-Final OA | Dec 06, 2024 |
| 18967681 | TRAINING A MODEL TO PREDICT LIKELIHOODS OF USERS PERFORMING AN ACTION AFTER BEING PRESENTED WITH A CONTENT ITEM | WAESCO, JOSEPH M | 3625 | Non-Final OA | Dec 04, 2024 |
| 18943691 | INTEGRATING FEATURED PRODUCT RECOMMENDATIONS IN APPLICATIONS WITH MACHINE-LEARNED LARGE LANGUAGE MODELS (LLMS) | UBALE, GAUTAM | 3689 | Non-Final OA | Nov 11, 2024 |
| 18906012 | Self-Checkout Anti-Theft Vehicle Systems And Methods | MUTSCHLER, JOSEPH M | 3627 | Non-Final OA | Oct 03, 2024 |
| 18898272 | SELECTING A LOCATION FOR ORDER FULFILLMENT BASED ON MACHINE LEARNING MODEL PREDICTION OF INCOMPLETE FULFILLMENT OF THE ORDER FOR DIFFERENT LOCATIONS | LEVINE, ADAM L | 3689 | Non-Final OA | Sep 26, 2024 |
| 18888607 | CUSTOMIZED PAIRING RECOMMENDATIONS BY MACHINE-LEARNING LANGUAGE LEARNING MODELS | AIRAPETIAN, MILA | 3688 | Non-Final OA | Sep 18, 2024 |
| 18827318 | LEVERAGING DATA FOR PLATFORM SUPPORT USING LARGE LANGUAGE MACHINE-LEARNED MODEL-BASED AGENTS | LEE, JENNIFER V | 3688 | Non-Final OA | Sep 06, 2024 |
| 18785665 | GENERATING ARTIFICIAL INTELLIGENCE (AI)-BASED IMAGES USING LARGE LANGUAGE MACHINE-LEARNED MODELS | STATZ, BENJAMIN TOM | 2611 | Non-Final OA | Jul 26, 2024 |
| 18776104 | CUSTOMIZING RECIPES GENERATED FROM ONLINE SEARCH HISTORY USING MACHINE-LEARNED MODELS | MACKES, KRIS E | 2153 | Non-Final OA | Jul 17, 2024 |
| 18772774 | USER EMBEDDING GENERATION USING LLM-GENERATED CONTENT EMBEDDINGS | SULLIVAN, THOMAS J | 3689 | Non-Final OA | Jul 15, 2024 |
| 18771748 | MEAL PLANNING USER INTERFACE WITH LARGE LANGUAGE MODELS | SEIBERT, CHRISTOPHER B | 3688 | Non-Final OA | Jul 12, 2024 |
| 18769202 | Personalized Ranking of Search Query Results Using Engagement-Independent Machine Learning Model for Cold-Start Items | PRESTON, ASHLEY DAWN | 3688 | Non-Final OA | Jul 10, 2024 |
| 18762323 | Using a Trained Machine-Learning Model to Facilitate Picking Items in a Warehouse | PALAVECINO, KATHLEEN GAGE | 3688 | Non-Final OA | Jul 02, 2024 |
| 18760578 | MULTI-STEP LANGUAGE MODEL ENSEMBLE METHOD FOR ITEM ATTRIBUTE EXTRACTION | GIBSON-WYNN, KENNEDY ANNA | 3688 | Non-Final OA | Jul 01, 2024 |
| 18753903 | USING DIFFERENT TRAINED MODELS TO SELECT SUGGESTED FULFILLMENT SOURCES FOR DIFFERENT SLOTS OF A USER INTERFACE OF AN ONLINE SYSTEM | ADE, OGER GARCIA | 3627 | Non-Final OA | Jun 25, 2024 |
| 18678993 | Computer Model for Determining Optimal Value for an Item Based on a Predicted Elasticity of Demand | HEFLIN, BRIAN ADAMS | 3628 | Final Rejection | May 30, 2024 |
| 18677770 | PREDICTING USER LOCATION DURING AN ATTENDED DELIVERY USING A MACHINE LEARNED MODEL | WALSH, EMMETT K | 3628 | Final Rejection | May 29, 2024 |
| 18677183 | Machine-Learning Detection of Seasonal Items from a Catalog Database Maintained by an Online System | SMITH, LINDSEY B | 3688 | Final Rejection | May 29, 2024 |
| 18672693 | CHAT INTERFACE WITH CHATBOT AGENT SUPPORTED BY LANGUAGE MODELS FOR PLACING GROUP ORDERS | WEAVER, ADAM MICHAEL | 2658 | Non-Final OA | May 23, 2024 |
| 18657781 | SELECTING AN ITEM FOR INCLUSION IN AN ORDER FROM A USER OF AN ONLINE CONCIERGE SYSTEM FROM A GENERIC ITEM DESCRIPTION RECEIVED FROM THE USER | PRESTON, ASHLEY DAWN | 3688 | Final Rejection | May 08, 2024 |
| 18651533 | FINE-TUNING LANGUAGE MODELS TO ASSOCIATE SCANNED TEXT LABELS AND ITEM NAMES | RACIC, MILENA | 3627 | Non-Final OA | Apr 30, 2024 |
| 18649676 | ONLINE SHOPPING SYSTEM AND METHOD FOR SELECTING A WAREHOUSE FOR INVENTORY BASED ON PREDICTED AVAILABILITY AND PREDICTED REPLACEMENT MACHINE LEARNING MODELS | JARRETT, SCOTT L | 3625 | Final Rejection | Apr 29, 2024 |
| 18643890 | GENERATING ITEM REPLACEMENTS USING MACHINE LEARNING BASED LANGUAGE MODELS | KANG, TIMOTHY J | 3689 | Final Rejection | Apr 23, 2024 |
| 18643900 | USING A MODEL OF AN ONLINE SYSTEM TO SELECT LAYOUT TEMPLATE FOR SEARCH RESULTS USER INTERFACE | MARI VALCARCEL, FERNANDO MARIANO | 2159 | Final Rejection | Apr 23, 2024 |
| 18641198 | SHARED CACHING SYSTEM FOR UNIFIED EXPERIMENTATIONS USING MACHINE-LEARNED MODELS | LOHARIKAR, ANAND R | 3689 | Final Rejection | Apr 19, 2024 |
| 18634757 | MACHINE LEARNED MODEL FOR DETERMINING SEGMENTING OPTIONS TO FULFILL BULK ORDERS | WEINER, ARIELLE E | 3689 | Final Rejection | Apr 12, 2024 |
| 18634766 | MODEL TRAINED TO MAP TEXTUAL DATA FROM SCANNED RECEIPTS TO ITEMS FROM AN ORDER | WEINER, ARIELLE E | 3689 | Final Rejection | Apr 12, 2024 |
| 18634762 | MACHINE LEARNED MODEL FOR SELECTING ACTIONS FOR FULFILLING ORDER WITH OUT-OF-STOCK ITEMS | CIVAN, ETHAN D | 3688 | Non-Final OA | Apr 12, 2024 |
| 18632540 | EARLY INTERCEPTION AND CORRECTION IN ONLINE CONVERSATIONS USING LARGE LANGUAGE MACHINE-LEARNED MODELS | ORTIZ ROMAN, DENISSE Y | 3627 | Non-Final OA | Apr 11, 2024 |
| 18630672 | AUTOMATED IDENTIFICATION OF ITEMS PLACED IN A CART AND RECOMMENDATIONS BASED ON SAME | AIRAPETIAN, MILA | 3688 | Final Rejection | Apr 09, 2024 |
| 18626801 | USER INTERFACE FOR DISPLAYING MODEL-BASED PREDICTION OF ORDER FEATURES | CRAWLEY, TALIA F | 3627 | Non-Final OA | Apr 04, 2024 |
| 18616620 | Matching Images of Current Inventory with Machine Learning Predictions of User Preferences to Customize User Interface | ASHRAF, WASEEM | 3621 | Final Rejection | Mar 26, 2024 |
| 18614563 | USING A TRAINED MODEL TO PREDICT AND PREVENT FAILED DELIVERIES | CLARE, MARK C | 3628 | Non-Final OA | Mar 22, 2024 |
| 18587655 | GENERATING QUERIES FOR USERS OF AN ONLINE SYSTEM USING LARGE LANGUAGE MACHINE-LEARNED MODELS AND PRESENTING THE QUERIES ON A USER INTERFACE | KANG, TIMOTHY J | 3689 | Final Rejection | Feb 26, 2024 |
| 18444573 | Triggering Expert Assistance for Item Collection Based on User Preference and Fulfillment Expertise Predicted by a Machine-Learning Model | RINES, ROBERT D | 3625 | Final Rejection | Feb 16, 2024 |
| 18444498 | SELECTING REPLACEMENT ITEMS FOR AN ORDER BASED ON MACHINE-LEARNED PREDICTIONS OF POSITIVE AND NEGATIVE EVENTS | GARG, YOGESH C | 3688 | Final Rejection | Feb 16, 2024 |
| 18443853 | USE OF MACHINE-LEARNED PRESENT AND FUTURE MODELS FOR DELIVERY PREDICTIONS AND DELIVERY BATCHING | GOODMAN, MATTHEW PARKER | 3628 | Non-Final OA | Feb 16, 2024 |
| 18442878 | Predictive Model for Key Item Classification and Fulfillment | ALLEN, WILLIAM J | 3619 | Final Rejection | Feb 15, 2024 |
| 18443103 | MACHINE LEARNING-ENABLED INPUTS FOR OPTIMIZATION OF SUPPLY-DEMAND IN A MANAGED MARKETPLACE SYSTEM | BYRD, UCHE SOWANDE | 3624 | Final Rejection | Feb 15, 2024 |
| 18441935 | GENERATING RECOMMENDATIONS FOR ADJUSTMENT ACTIONS USING A TRAINED MODEL OF AN ONLINE SYSTEM | JEANTY, ROMAIN | 3624 | Final Rejection | Feb 14, 2024 |
| 18427725 | User Interface for Implementing Modifications to a Content Campaign Suggested by a Large Language Model | DURAN, ARTHUR D | 3622 | Final Rejection | Jan 30, 2024 |
| 18421803 | PERSONALIZING RECIPES USING A LARGE LANGUAGE MODEL | BARLOW, KATHERINE A | 3689 | Non-Final OA | Jan 24, 2024 |
| 18421888 | SIMULATING A/B TESTING THROUGH LARGE LANGUAGE MACHINE-LEARNED MODELS | WAESCO, JOSEPH M | 3625 | Non-Final OA | Jan 24, 2024 |
| 18395474 | TASK AVAILABILITY PREDICTION IN AN ONLINE CONCIERGE SYSTEM | FEACHER, LORENA R | 3625 | Final Rejection | Dec 22, 2023 |
| 18393380 | TRAINING DATA GENERATION BY BUCKETING USERS BASED ON OUTPUT OF A CONTEXTUAL BANDIT MODEL | LOHARIKAR, ANAND R | 3689 | Final Rejection | Dec 21, 2023 |
| 18545213 | CLASSIFYING AND ORGANIZING SEARCH RESULTS USING A MULTICLASS CLASSIFICATION MODEL | SEIBERT, CHRISTOPHER B | 3688 | Non-Final OA | Dec 19, 2023 |
| 18532541 | Selecting Item Images for an Online Shopping Concierge Platform | MISIASZEK, MICHAEL | 3688 | Non-Final OA | Dec 07, 2023 |
| 18498445 | USER INTERFACE WITH ADAPTIVE MAP INDICATING LOCATIONS BASED ON PREDICTED BATCH VOLUME | KIM, PATRICK | 3628 | Final Rejection | Oct 31, 2023 |
| 18490683 | GENERATING A CONSTRAINED ORDER BASED ON A FREE-TEXT QUERY USING A LARGE LANGUAGE MODEL | KRINGEN, MICHELLE THERESE | 3689 | Non-Final OA | Oct 19, 2023 |
| 18488811 | TRAINED COMPUTER MODELS FOR AUTOMATIC SUGGESTION OF ALTERNATIVE ITEMS IN AN ORDER | KANG, TIMOTHY J | 3689 | Non-Final OA | Oct 17, 2023 |
| 18485809 | Context-Based Generation of Summarized Reviews Using a Large Language Model | SHEIKH, ASFAND M | 3626 | Final Rejection | Oct 12, 2023 |
| 18375109 | Routing Based on Cross-Order Image Recognition | CRAWLEY, TALIA F | 3627 | Final Rejection | Sep 29, 2023 |
| 18374457 | MACHINE LEARNING PREDICTION OF WORKING HOURS FOR PICKERS OF A FULFILLMENT SERVICE | BOROWSKI, MICHAEL | 3624 | Non-Final OA | Sep 28, 2023 |
| 18464085 | LEVERAGING INFORMATION ABOUT PRIOR ORDERS FROM VARIOUS USERS ASSOCIATED WITH AN ACCOUNT WHEN RECEIVING AN ORDER FROM A USER ASSOCIATED WITH THE ACCOUNT | MITROS, ANNA MAE | 3689 | Final Rejection | Sep 08, 2023 |
| 18457298 | GENERATING REPLACEMENTS FOR A MEAL PLAN USING A MACHINE-LEARNING MODEL | HOLCOMB, MARK | 3685 | Final Rejection | Aug 28, 2023 |
| 18455498 | GENERATING TRAINING DATA FOR A NUTRITIONAL REPLACEMENT MACHINE-LEARNING MODEL | NAJARIAN, LENA | 3687 | Non-Final OA | Aug 24, 2023 |
| 18236342 | RECOMMENDATION SYSTEM USING A RECIPE DATABASE AND CO-OCCURRENCES OF HISTORICAL ITEM SELECTIONS | BARGEON, BRITTANY E | 3688 | Final Rejection | Aug 21, 2023 |
| 18236371 | DETERMINING GENERIC ITEMS FOR ORDERS ON AN ONLINE CONCIERGE SYSTEM | WILDER, ANDREW H | 3627 | Non-Final OA | Aug 21, 2023 |
| 18233252 | MACHINE LEARNING PREDICTION OF PICKER ACCEPTING A NEW ORDER FOR FULFILLMENT BEFORE COMPLETING EXISTING BATCH OF ORDERS | STEWART, CRYSTOL | 3624 | Non-Final OA | Aug 11, 2023 |
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