USPTO Examiner SHIBEROU MAHELET - Art Unit 2171

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18754103PHRASE RECOMMENDATIONS FOR DATA VISUALIZATIONSJune 2024August 2025Allow1410YesNo
18744526APPARATUS, SYSTEM, AND METHOD OF CONTROLLING DISPLAYJune 2024September 2025Allow1520YesNo
18734027VALUE-BASED LARGE LANGUAGE MODEL TEAMINGJune 2024June 2025Abandon1320YesNo
18733619DATA INTERACTION METHOD, APPARATUS, ELECTRONIC DEVICE, STORAGE MEDIUM, AND PROGRAM PRODUCTJune 2024August 2025Allow1430NoNo
18675113Multiple-Device SetupMay 2024May 2025Allow1210NoNo
18636883PFAS REMEDIATION OPTION EXPLORER TOOLApril 2024March 2025Allow1110NoNo
18617513ENHANCING USER EXPERIENCE ON MOVING AND RESIZING WINDOWS OF REMOTE APPLICATIONSMarch 2024October 2024Allow710NoNo
18593825WEATHER USER INTERFACEMarch 2024December 2024Allow1010NoNo
18587582MESSAGING SYSTEM WITH A CAROUSEL OF RELATED ENTITIESFebruary 2024February 2025Allow1210YesNo
18586629DEVICE, SYSTEM, AND METHOD OF WEBSITE BUILDING BY UTILIZING DATA LISTSFebruary 2024March 2026Allow2410NoNo
18684518Prompt Tuning Using One or More Machine-Learned ModelsFebruary 2024January 2026Allow2310YesNo
18435886REAL TIME EVENT TRIGGERING FOR PRESENTING A PAGE VIA A USER INTERFACEFebruary 2024October 2025Allow2100NoNo
18428249APPLICATION EXTENSIBILITY FOR SMART DEVICE CONTROLJanuary 2024March 2026Allow2510NoNo
18426036TRAINING AND/OR UTILIZING AN INTERACTION PREDICTION MODEL TO DETERMINE WHEN TO INTERACT, AND/OR PROMPT FOR INTERACTION, WITH AN APPLICATION ON THE BASIS OF AN ELECTRONIC COMMUNICATIONJanuary 2024October 2025Allow2130YesNo
18398058USING SAMPLE QUESTION EMBEDDINGS TO CHOOSE BETWEEN AN LLM INTERFACING MODEL AND A NON-LLM INTERFACING MODELDecember 2023December 2025Allow2410NoNo
18395268USER INTERFACES FOR SETTING UP AN ELECTRONIC DEVICEDecember 2023November 2024Allow1100NoNo
18569490METHOD FOR ANALYZING DATA INCLUDING A LARGE NUMBER OF INDIVIDUAL MESSAGES, COMPUTER PROGRAM PRODUCT, AND COMPUTER SYSTEMDecember 2023November 2025Allow2310NoNo
18537464INFORMATION PROCESSING APPARATUS IMPLEMENTING A PIPING AND INSTRUMENTATION DIAGRAM, INFORMATION PROCESSING METHOD, AND PROGRAMDecember 2023October 2025Allow2230YesNo
18568985SCREEN CREATION DEVICE AND COMPUTER-READABLE STORAGE MEDIUMDecember 2023February 2026Abandon2610NoNo
18527665METHOD, SYSTEM AND APPARATUS FOR ESTABLISHING AND MONITORING SESSOINS WITH CLIENTS OVER A COMMUNICATIONS NETWORKDecember 2023March 2025Allow1510NoNo
18523072CUSTOMIZED GRAPHICAL USER INTERFACE GENERATION GRAPHICALLY DEPICTING ICONS VIA A COMPUTER SCREENNovember 2023November 2025Allow2420YesNo
18520517PERSISTENT GRAPHICS MEMORY FOR RENDER TARGETSNovember 2023October 2025Allow2310YesNo
18515246GUIDED DYNAMIC CONSTRUCTION OF LARGE LANGUAGE MODEL (LLM) PROMPTSNovember 2023December 2025Allow2510YesNo
18508441VIRTUAL WORLD METHOD AND SYSTEM FOR AFFECTING MIND STATENovember 2023March 2025Allow1610NoNo
18495787DISPLAY PROCESSING APPARATUS, METHOD, AND PROGRAMOctober 2023December 2025Abandon2610NoNo
18477028FRAMEWORK AGNOSTIC UI TOOLKITSeptember 2023March 2026Allow2911YesNo
18553122DISPLAY CONTROL METHOD, ELECTRONIC DEVICE, AND READABLE STORAGE MEDIUMSeptember 2023September 2025Allow2300NoNo
18373193USER INTERFACE FOR DISPLAYING AND MANAGING WIDGETSSeptember 2023November 2025Allow3110YesNo
18552512CROSS-PROCESS INFORMATION PROCESSING METHOD, AND CONTROLLER, TERMINAL AND STORAGE MEDIUMSeptember 2023March 2026Allow3020NoNo
18372471AUTOMATED CONTENT SWITCHING RULE FOR CONTROLLING ACCESS TO INTERACTIVE CONTENT ON A COMPUTING DEVICESeptember 2023May 2025Allow2030YesNo
18244510GENERATING INTERACTIVE EMAILS AND TRACKING USER INTERACTIONSSeptember 2023July 2025Allow2210YesNo
18462682Prompt Based Hyper-Personalization of User InterfacesSeptember 2023February 2026Allow2910NoNo
18242933CREATING EXPLAINABLE SUMMARIES OF TEXT DOCUMENTS WITH CONTROLLABLE LEVELS OF DETAILSeptember 2023March 2026Allow3030YesNo
18549331METHOD FOR HIGHLIGHTING LYRIC AND USER TERMINAL FOR PROVIDING SAMESeptember 2023October 2025Allow2520NoNo
18460646Editing User Interfaces using Free TextSeptember 2023March 2026Allow3010NoNo
18237620DISPLAY APPARATUS THAT DISPLAYS MENU ITEM INDICATING NAME OF GROUP INCLUDING ITEM TO BE SET DISPLAYED AT UPPERMOST POSITION OF SCROLLABLE DISPLAY REGION, IN DIFFERENT DISPLAY STYLE FROM OTHER MENU ITEMS, AND IMAGE FORMING APPARATUSAugust 2023August 2024Allow1210NoNo
18237631EXTRACORPOREAL BLOOD TREATMENT FLOW RATE ADJUSTMENTAugust 2023August 2024Allow1110YesNo
18235380Remote Location MonitoringAugust 2023July 2024Allow1140NoNo
18451441ENCODED IMAGE BASED MESSAGING SYSTEMAugust 2023April 2025Allow2040NoNo
18446812INTELLIGENT CAPTURING OF USER-VIEWED CONTENT FOR NOTE KEEPINGAugust 2023June 2025Allow2320YesNo
18365541CONTROL APPARATUS THAT CONTROLS DISPLAY OF MENUS IN ACCORDANCE WITH INPUT OR A PASSWORD, CONTROLLING METHOD FOR CONTROL APPARATUS, AND STORAGE MEDIUMAugust 2023July 2025Allow2310NoNo
18275156ORDER ASSISTANCE APPARATUS, SYSTEM, AND METHOD, AND COMPUTER-READABLE MEDIUMJuly 2023June 2025Abandon2210NoNo
18228141SYSTEM AND METHOD FOR ON-SITE COMMUNICATION WIDGET CONFIGURATIONJuly 2023January 2026Allow2910NoNo
18358505APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR CENTRALIZED ACCESS PERMISSIONS MANAGEMENT OF A PLURALITY OF APPLICATION INSTANCESJuly 2023September 2025Allow2510YesNo
18353797VIRTUAL AI ASSISTANT FOR VIRTUAL MEETINGSJuly 2023January 2026Allow3030YesNo
18221220SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING AI TO GENERATE A TIME-SENSITIVE NOTIFICATIONS RELATED TO CONFIGURATION OF GRAPHICAL USER INTERFACESJuly 2023November 2025Allow2810YesNo
18271828TASK TRACK INFORMATION PROCESSING METHOD AND APPARATUS, TERMINAL, AND STORAGE MEDIUMJuly 2023June 2025Allow2330YesNo
18348006PATH-DRIVEN USER INTERFACEJuly 2023September 2024Allow1420YesNo
18347640INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM WITH DETERMINATION OF WHETHER CAPTURED IMAGE IS DUAL-LENS IMAGEJuly 2023November 2024Allow1710NoNo
18217196ELECTRONIC DEVICE FOR CONTROLLING DISPLAY OF MULTIPLE WINDOW, OPERATION METHOD THEREOF, AND STORAGE MEDIUMJune 2023December 2025Allow2930YesNo
18215569SYSTEM AND METHOD FOR AUTOMATIC NUMBERING OF FOOTNOTE NUMBERSJune 2023January 2025Allow1920YesNo
18338300VIRTUAL SIDEKICK IN A HEALTH MANAGEMENT PLATFORM USER INTERFACEJune 2023April 2024Allow1010YesNo
18335935Software with Improved View of a Business ProcessJune 2023August 2024Allow1420NoNo
18266916PAGE SLIDING PROCESSING METHOD AND RELATED APPARATUSJune 2023July 2025Allow2510NoNo
18207515SYSTEM AND METHOD FOR PROVIDING A PERSONALIZED ASSESSMENT REPORTJune 2023August 2025Allow2630YesNo
18320479METHOD AND APPARATUS FOR DISPLAYING APPLICATIONMay 2023June 2024Allow1310YesNo
18199367UV EXPOSURE MONITORING AND ALERTS APPLICATIONMay 2023June 2025Abandon2520YesNo
18252886INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING PROGRAM REDUCING THE NUMBER OF PIECES OF SETTING INFORMATION TO BE CONFIRMED BY A USERMay 2023January 2026Abandon3240YesNo
18251076File Dragging Method and Electronic DeviceApril 2023November 2025Abandon3120NoNo
18138694RENDERING USER INTERFACES USING TEMPLATESApril 2023August 2025Allow2720YesNo
18189986REMINDERS TECHNIQUES ON A USER DEVICEMarch 2023December 2025Allow3330YesNo
18179862Natural Language Processing for Bias IdentificationMarch 2023October 2025Allow3220NoNo
18108677REAL TIME COLLABORATION OVER MULTIPLE LOCATIONSFebruary 2023June 2024Allow1620NoNo
18150826Multiple-Device SetupJanuary 2023January 2024Allow1210NoNo
18093591DIGITAL CONTENT CLASSIFICATION AND RECOMMENDATION USING CONSTRAINT-BASED PREDICTIVE MACHINE LEARNINGJanuary 2023February 2026Allow3710NoNo
18148723Invoking an Automatic Process in a Web-Based Target System Using a Chat-BotDecember 2022August 2023Allow830NoNo
18090858COMMAND BASED COMPOSITE TEMPLATESDecember 2022July 2023Allow710NoNo
18147102UNLOCKING SHARING DESTINATIONS IN AN INTERACTION SYSTEMDecember 2022April 2025Allow2710YesNo
18066486MULTI-PLATFORM PROCESS SERVICEDecember 2022April 2024Allow1620YesNo
18080619AUTOMATED USER INTERFACE GENERATION FOR AN APPLICATION PROGRAMMING INTERFACE (API)December 2022January 2025Allow2530YesNo
18070788EXHIBITING METHOD OF DESKTOP ELEMENT AND ELECTRONIC DEVICENovember 2022September 2025Allow3450YesNo
17987731WEATHER USER INTERFACENovember 2022December 2023Allow1310YesNo
17998718INTERACTION METHOD AND APPARATUS, AND STORAGE MEDIUMNovember 2022March 2025Allow2810NoNo
17971407SHARING AND USING PASSES OR ACCOUNTSOctober 2022April 2025Allow3010YesNo
17970239ENHANCING USER EXPERIENCE ON MOVING AND RESIZING WINDOWS OF REMOTE APPLICATIONSOctober 2022November 2023Allow1320YesNo
17964687ENCODED IMAGE BASED MESSAGING SYSTEMOctober 2022July 2023Allow920NoNo
17961843User Interface for Generating Data Visualizations that Use Table CalculationsOctober 2022March 2023Allow510NoNo
17961339METHOD FOR PROCESSING INTRAORAL IMAGE, AND DATA PROCESSING APPARATUSOctober 2022April 2024Allow1820NoNo
17933254IMAGE EDITING METHOD, STORAGE MEDIUM, AND TERMINAL DEVICESeptember 2022February 2024Allow1720YesNo
17940438VIRTUAL WORLD METHOD AND SYSTEM FOR AFFECTING MIND STATESeptember 2022August 2023Allow1110NoNo
17929530CHATS WITH MICRO SOUND CLIPSSeptember 2022September 2023Allow1220YesNo
17897395EXTENDING USER INTERFACES OF MOBILE APPS TO AR EYEWEARAugust 2022December 2024Allow2710NoNo
17897779AUTOMATED PREDICTIVE SCORING IN EVENT COLLECTIONAugust 2022February 2024Abandon1730NoNo
17897073SEARCH METHOD AND ELECTRONIC DEVICEAugust 2022January 2025Abandon2940YesNo
17893414SYSTEM AND METHOD OF RENDERING USER INTERFACE COMPONENTS BASED ON USER INTERACTIONAugust 2022January 2025Abandon2940YesNo
17887643SOFTWARE FOR TILE PATTERN DESIGNS AND ASSEMBLING TILE KITSAugust 2022August 2025Allow3610YesNo
17816794METHOD FOR PROCESSING TEXT IN IMAGE, ELECTRONIC DEVICE, AND STORAGE MEDIUMAugust 2022April 2024Abandon2020NoNo
17872374PERSONAL CARE SYSTEMJuly 2022December 2024Allow2830NoNo
17869385PFAS REMEDIATION OPTION EXPLORER TOOLJuly 2022December 2023Allow1710NoNo
17759042EMBEDDED RESOURCE LAYOUTJuly 2022January 2026Allow4230NoNo
17863909SYSTEMS AND METHODS FOR PRESENTING WORKSPACE EXPERIENCE INDICATOR ON USER INTERFACEJuly 2022June 2023Abandon1110NoNo
17861449EXTRACORPOREAL BLOOD TREATMENT FLOW RATE ADJUSTMENTJuly 2022April 2023Allow900NoNo
17853907IMAGE PARAGRAPH GENERATORJune 2022January 2026Allow4360YesYes
17853681BUFFERING AND REPLAYING USER INTERACTION EVENT CONTENT RECEIVED AT A FRONTEND APPLICATION WHILE ASYNCHRONOUSLY LOADING RESOURCES SUPPORTING A PAGE FROM A BACKEND APPLICATION OF A MULTIUSER COLLABORATION TOOLJune 2022November 2024Allow2921YesNo
17851177DEVICE AND METHOD FOR DISPLAYING CHARTJune 2022May 2024Abandon2220NoNo
17807649PATH-DRIVEN USER INTERFACEJune 2022March 2023Allow910YesNo
17838814METHOD AND APPARATUS FOR DISPLAYING APPLICATIONJune 2022February 2023Allow810YesNo
17829637Remote Location MonitoringJune 2022May 2023Allow1110NoNo
17828626ELECTRONIC DEVICE AND LAYOUT CONFIGURATION METHOD USING SAMEMay 2022July 2024Allow2540YesNo
17727157User Interface Display Method and Electronic DeviceApril 2022November 2024Abandon3040NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SHIBEROU, MAHELET.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
4
Examiner Affirmed
4
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
4.8%
Lower than average

What This Means

With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.

Strategic Value of Filing an Appeal

Total Appeal Filings
24
Allowed After Appeal Filing
7
(29.2%)
Not Allowed After Appeal Filing
17
(70.8%)
Filing Benefit Percentile
43.7%
Lower than average

Understanding Appeal Filing Strategy

Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.

In this dataset, 29.2% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.

Strategic Recommendations

Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner SHIBEROU, MAHELET - Prosecution Strategy Guide

Executive Summary

Examiner SHIBEROU, MAHELET works in Art Unit 2171 and has examined 449 patent applications in our dataset. With an allowance rate of 70.8%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 33 months.

Allowance Patterns

Examiner SHIBEROU, MAHELET's allowance rate of 70.8% places them in the 33% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by SHIBEROU, MAHELET receive 2.75 office actions before reaching final disposition. This places the examiner in the 81% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by SHIBEROU, MAHELET is 33 months. This places the examiner in the 46% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +33.6% benefit to allowance rate for applications examined by SHIBEROU, MAHELET. This interview benefit is in the 82% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 25.1% of applications are subsequently allowed. This success rate is in the 39% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 14.7% of cases where such amendments are filed. This entry rate is in the 16% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 111.1% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 79% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 80.0% of appeals filed. This is in the 72% percentile among all examiners. Of these withdrawals, 50.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.

Petition Practice

When applicants file petitions regarding this examiner's actions, 29.3% are granted (fully or in part). This grant rate is in the 17% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 12% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 14% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically come directly without a separate action for formal matters.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Expect multiple rounds of prosecution: This examiner issues more office actions than average. Address potential issues proactively in your initial response and consider requesting an interview early in prosecution.
  • Prioritize examiner interviews: Interviews are highly effective with this examiner. Request an interview after the first office action to clarify issues and potentially expedite allowance.
  • Plan for RCE after final rejection: This examiner rarely enters after-final amendments. Budget for an RCE in your prosecution strategy if you receive a final rejection.
  • Request pre-appeal conferences: PACs are highly effective with this examiner. Before filing a full appeal brief, request a PAC to potentially resolve issues without full PTAB review.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

Important Disclaimer

Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.

No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.

Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.

Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.