USPTO Examiner FLYNN RANDY A - Art Unit 2424

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18732109METHODS AND APPARATUS FOR DYNAMIC CABLE NETWORK POWER MANAGEMENTJune 2024April 2025Allow1110NoNo
18635694Networked Device Group Information in a System with Multiple Media Playback ProtocolsApril 2024April 2025Allow1210NoNo
18595802AUTOMATED REPLACEMENT OF STORED DIGITAL CONTENTMarch 2024January 2025Allow1110NoNo
18414852SYSTEMS AND METHODS FOR MINIMIZING NUMBER OF COPIES OF CONTENT ITEMS STORED AT SERVERJanuary 2024February 2025Allow1310NoNo
18414254SYNCHRONIZING VIDEO CONTENT AMONG CLIENTS IN A COLLABORATION SYSTEMJanuary 2024April 2025Abandon1510NoNo
18473141DIGITAL ADVERTISEMENT FREQUENCY CORRECTIONSeptember 2023September 2024Allow1110YesNo
18472493Distributed Content Delivery For Moving DevicesSeptember 2023August 2024Allow1010NoNo
18241969System And Method For Delivering AlertsSeptember 2023December 2024Allow1620YesNo
18347911CONTENT CATEGORY BASED MEDIA CLIP GENERATION FROM MEDIA CONTENT USING MACHINE LEARNING (ML) MODELJuly 2023June 2025Allow2310NoNo
18344053DATA PACKET TRANSMISSION METHOD AND RELATED DEVICEJune 2023June 2025Allow2310NoNo
18206964Arbitrated Content ConsumptionJune 2023July 2024Allow1410NoNo
18200784DELIVERY OF FOVEATED RENDERING STREAMS FOR MEDIA CONTENT DELIVERYMay 2023March 2025Allow2220YesNo
18316452METHODS AND APPARATUS TO IDENTIFY STREAMING SESSIONSMay 2023March 2025Allow2230YesNo
18314539ALIGNING A PLURALITY OF VARIOUSLY ENCODED CONTENT STREAMSMay 2023February 2025Abandon2110NoNo
18313980IN-BAND VIDEO COMMUNICATIONMay 2023March 2025Allow2220YesNo
18128056Selection of Electronic Content and ServicesMarch 2023July 2024Allow1520YesNo
18187210GENERATION OF RECOMMENDATIONS USING TRUST-BASED EMBEDDINGSMarch 2023September 2024Allow1810NoNo
18179959DYNAMIC RESOLUTION SWITCHING FOR CAMERAMarch 2023May 2025Abandon2620YesNo
18179210METHODS AND SYSTEMS FOR AUTOMATED CONTENT GENERATIONMarch 2023November 2024Allow2020YesNo
18171652METHODS AND SYSTEMS FOR SECURE LIVESTREAMINGFebruary 2023December 2024Allow2220NoNo
18104931SYSTEMS AND METHODS FOR GENERATING DYNAMIC ANNOTATIONSFebruary 2023May 2024Allow1620NoNo
18015977SYSTEM AND METHOD FOR REMOTELY CREATING AN AUDIO/VIDEO MIX AND MASTER OF LIVE AUDIO AND VIDEOJanuary 2023January 2025Abandon2520NoNo
18014277RE-MULTIPLEXING APPARATUS, BROADCASTING SYSTEM, RE-MULTIPLEXING METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING PROGRAMJanuary 2023March 2024Allow1500NoNo
18012572VIEWING COMPLETION RATE ESTIMATION APPARATUS, VIEWING COMPLETION RATE ESTIMATION METHOD AND PROGRAMDecember 2022November 2024Abandon2320NoNo
18085764INTERACTIVE APPLICATION SERVER ON A SECOND SCREEN DEVICEDecember 2022August 2024Allow2030YesNo
18012210DISPLAY DEVICE AND OPERATING METHOD THEREOFDecember 2022May 2025Abandon2940NoNo
18010467METHOD, DEVICE AND SYSTEM FOR TRANSMITTING DATA STREAM AND COMPUTER STORAGE MEDIUMDecember 2022December 2024Allow2420NoNo
18065440METHOD AND APPARATUS FOR FLEXIBLE CONSUMPTION OF MEDIA CONTENTDecember 2022November 2023Abandon1110NoNo
17992355BULLET-SCREEN COMMENT PRESENTATION AND SENDING METHODS AND APPARATUSES IN CO-HOSTING DURING LIVE STREAMINGNovember 2022December 2024Abandon2520NoNo
17998673BROADCAST CONTENT PRODUCTION SYSTEM AND BROADCAST CONTENT PRODUCTION METHODNovember 2022November 2024Abandon2420NoNo
17980730TRANSMISSION METHOD, RECEPTION METHOD, TRANSMISSION APPARATUS, AND RECEPTION APPARATUSNovember 2022July 2023Allow810NoNo
17977293SYSTEMS AND METHODS FOR FACILITATING CONTENT DISCOVERY BASED ON AUGMENTED CONTEXTOctober 2022August 2024Allow2130YesNo
17922271RELIABLE TRANSMISSIONS IN VR AND AR SYSTEMSOctober 2022June 2024Allow2020YesNo
17967642METHODS AND APPARATUS FOR MONITORING THE INSERTION OF LOCAL MEDIA INTO A PROGRAM STREAMOctober 2022March 2024Allow1710NoNo
17938033CROSS-SCREEN OPTIMIZATION OF ADVERTISING PLACEMENTOctober 2022November 2023Allow1320NoNo
17797569METHOD AND DEVICE FOR ADAPTIVE PLAYOUT OF MEDIA CONTENTAugust 2022December 2024Allow2830YesNo
17877345VIDEO COMPLEXITY DETECTION FOR NETWORK TRAFFIC MANAGEMENTJuly 2022October 2023Abandon1410NoNo
17872917LIVESTREAMING PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND COMPUTER-READABLE STORAGE MEDIUMJuly 2022April 2024Allow2010NoNo
17790991Panorama video editing method,apparatus,device and storage mediumJuly 2022July 2024Allow2420NoNo
17849202VIDEO MODIFICATION AND TRANSMISSION USING TOKENSJune 2022August 2023Allow1410YesNo
17840307SYSTEM AND METHOD FOR CLIENT SIDE COMPRESSION IN A CONTENT MANAGEMENT ENVIRONMENTJune 2022July 2023Allow1320YesNo
17777601MOVING IMAGE REPRODUCTION APPARATUS, MOVING IMAGE REPRODUCTION SYSTEM, AND MOVING IMAGE REPRODUCTION METHODMay 2022October 2024Allow2930YesNo
17755723METHOD AND APPARATUS FOR ACQUIRING PROP INFORMATION, DEVICE, AND COMPUTER READABLE STORAGE MEDIUMMay 2022April 2025Allow3650YesNo
17771034CONTENT CONTINUATION METHOD AND ELECTRONIC DEVICEApril 2022May 2025Allow3750YesNo
17725450EXTENDED RECORDING TIME APPARATUS, SYSTEMS, AND METHODSApril 2022February 2023Allow1010NoNo
17659625DISTRIBUTED MULTI-DATACENTER VIDEO PACKAGING SYSTEMApril 2022February 2024Abandon2230YesNo
17769739MESSAGE SENDING METHOD AND DEVICE, READABLE MEDIUM AND ELECTRONIC DEVICEApril 2022January 2024Allow2110NoNo
17765537IMPROVEMENTS IN AND RELATING TO CONTENT IDENTIFICATIONMarch 2022August 2023Abandon1710NoNo
17694202Remote control for activating a predetermined functionMarch 2022June 2023Allow1510NoNo
17642231INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND ARTIFICIAL INTELLIGENCE FUNCTION-MOUNTED DISPLAY DEVICEMarch 2022November 2023Abandon2010NoNo
17691386Content-Modification System with System Resource Request FeatureMarch 2022July 2023Allow1620YesNo
17653183Establishment and Use of Time Mapping Based on Interpolation Using Low-Rate Fingerprinting, to Help Facilitate Frame-Accurate Content RevisionMarch 2022October 2023Allow2030YesNo
17683680VIDEO STREAM PLAYING METHOD, SYSTEM, TERMINAL AND STORAGE MEDIUMMarch 2022November 2024Abandon3340NoNo
17683798METHOD AND SYSTEM FOR EDGE SERVER SELECTION FOR IN-VEHICLE MEDIA CONTENT DISTRIBUTION WITH DEEP REINFORCEMENT LEARNINGMarch 2022October 2023Allow2010YesNo
17678142ACTIVATING MEDIA FUNCTION ON PARTICULAR MEDIA DEVICE AT HOSPITALITY ESTABLISHMENT UTILIZING PASSKEY GENERATED ACCORDING TO CURRENT TIME AND IDENTIFIER OF THE PARTICULAR MEDIA DEVICEFebruary 2022March 2023Allow1310NoNo
17670231METHOD FOR TRANSMITTING BROADCAST SIGNALS AND METHOD FOR RECEIVING BROADCAST SIGNALSFebruary 2022February 2023Allow1210NoNo
17669078Selection of Electronic Content and ServicesFebruary 2022January 2023Allow1110NoNo
17668658SYSTEMS AND METHODS FOR CREATING A VIRTUAL CHANNEL FOR BINGE WATCHINGFebruary 2022September 2023Allow1920NoNo
17581480TECHNIQUES FOR ENCODING A MEDIA TITLE VIA MULTIPLE ENCODERSJanuary 2022March 2023Allow1420YesNo
17576525DATA COMMUNICATION IN A MOCA ACCESS NETWORKJanuary 2022January 2023Allow1210NoNo
17597427MEDIA PROCESSING METHODJanuary 2022February 2024Allow2620NoNo
17624204ARTIFICIAL INTELLIGENCE INFORMATION PROCESSING APPARATUS, ARTIFICIAL INTELLIGENCE INFORMATION PROCESSING METHOD, AND ARTIFICIAL-INTELLIGENCE-FUNCTION-EQUIPPED DISPLAY APPARATUSDecember 2021March 2025Abandon3840NoNo
17551307METHODS, SYSTEMS AND DEVICES FOR DETERMINING PRE-LOADED VIDEO CONTENT DURATION AND SIZE IN SHORT-FORM ENCRYPTED VIDEO CONTENTDecember 2021August 2023Allow2010NoNo
17551303METHODS, SYSTEMS, AND DEVICES FOR DETERMINING SHORT-FORM VIDEO CONTENT TRAFFIC FLOWS AND LONG-FORM VIDEO CONTENT TRAFFIC FLOWS FROM ENCRYPTED VIDEO TRAFFICDecember 2021December 2023Abandon2420NoNo
17618770METHOD AND APPARATUS FOR ASSOCIATING A FIRST DEVICE WITH A SECOND DEVICEDecember 2021April 2025Allow4140YesNo
17546364SYSTEM FOR CONTENT CURATION WITH USER CONTEXT AND CONTENT LEVERAGEDecember 2021April 2023Allow1620YesNo
17539590SYSTEMS AND METHODS FOR MINIMIZING NUMBER OF COPIES OF CONTENT ITEMS STORED AT SERVERDecember 2021October 2023Allow2220YesNo
17527157SYNCHRONIZING VIDEO CONTENT AMONG CLIENTS IN A COLLABORATION SYSTEMNovember 2021December 2023Allow2540YesNo
17520782System And Method For Delivering AlertsNovember 2021April 2023Allow1710YesNo
17490478METHOD AND APPARATUS FOR FLEXIBLE CONSUMPTION OF MEDIA CONTENTSeptember 2021September 2022Allow1110NoNo
17488889SYSTEM AND METHOD FOR PROVIDING INTERACTIVE STORYTELLINGSeptember 2021March 2024Abandon3030NoNo
17442847RECEIVER AND RECEPTION METHODSeptember 2021May 2023Abandon1920NoNo
17471659SYSTEM AND METHOD FOR DYNAMICALLY CONFIGURING THE OUTPUT OF A DEVICESeptember 2021October 2024Allow3750YesNo
17437592OBJECT-BASED VIDEO COMMENTINGSeptember 2021March 2025Abandon4340NoNo
17459632PROVIDING CUSTOMIZED ENTERTAINMENT EXPERIENCE USING HUMAN PRESENCE DETECTIONAugust 2021March 2024Allow3030YesNo
17402827TRANSMISSION METHOD, RECEPTION METHOD, TRANSMISSION APPARATUS, AND RECEPTION APPARATUSAugust 2021August 2022Allow1210NoNo
17384215METHODS AND APPARATUS FOR DYNAMIC CABLE NETWORK POWER MANAGEMENTJuly 2021January 2024Allow3020NoNo
17370975IN-BAND VIDEO COMMUNICATIONJuly 2021January 2023Allow1910YesNo
17360294EXTENDED RECORDING TIME APPARATUS, SYSTEMS, AND METHODSJune 2021January 2022Allow710NoNo
17340407CABLE MODEM AND METHOD THEREOF, COMPUTER READABLE MEDIUM AND APPARATUSJune 2021July 2024Allow3750NoNo
17331137Automatic Content Recognition (ACR) Fingerprinting And Video EncodingMay 2021October 2022Allow1730YesNo
17302720Establishment and Use of Time Mapping Based on Interpolation Using Low-Rate Fingerprinting, to Help Facilitate Frame-Accurate Content RevisionMay 2021January 2022Allow810NoNo
17290683METHODS AND APPARATUS FOR CONFIGURING A DEVICE FOR ACCESS TO A WIRELESS NETWORKApril 2021January 2024Abandon3310NoNo
17241172AUDIENCE FEEDBACK FOR LARGE STREAMING EVENTSApril 2021November 2024Allow4370NoNo
17236396MOBILE PHYSICAL HARM DETERRENT SYSTEMApril 2021August 2022Abandon1620NoNo
17234068Networked Device Group Information in a System with Multiple Media Playback ProtocolsApril 2021December 2023Allow3110NoNo
17222359Method and apparatus for coviewing videoApril 2021November 2023Allow3230NoNo
17215475PERSON REPLACEMENT UTILIZING DEFERRED NEURAL RENDERINGMarch 2021October 2022Allow1820YesNo
17213306SYSTEM AND METHOD FOR CORRELATING VIDEO FRAMES IN A COMPUTING ENVIRONMENTMarch 2021April 2022Allow1300YesNo
17209634SYSTEM AND METHOD FOR CLIENT SIDE COMPRESSION IN A CONTENT MANAGEMENT ENVIRONMENTMarch 2021May 2022Allow1400NoNo
17202534SYSTEM AND METHODS FOR DISTRIBUTING COMMENTARY STREAMS CORRESPONDING TO A BROADCAST EVENTMarch 2021May 2022Allow1420YesNo
17201322Content-Modification System with System Resource Request FeatureMarch 2021January 2022Allow1010YesNo
17200657SYNCHRONIZATION OF MEDIA CONTENT ACROSS MULTIPLE PARTICIPANT DEVICESMarch 2021March 2023Abandon2430YesNo
17155916DISPLAY APPARATUS AND METHOD OF CONTROLLING THE SAMEJanuary 2021October 2023Abandon3250YesNo
17142905METHODS AND APPARATUS TO IDENTIFY STREAMING SESSIONSJanuary 2021January 2023Allow2420YesNo
17140670DISTRIBUTED MULTI-DATACENTER VIDEO PACKAGING SYSTEMJanuary 2021December 2021Allow1210YesNo
17139654CPE MONITOR AND DATA COLLECTION WITH SIGNATURE-BASED EVENT ANALYSISDecember 2020February 2023Allow2640YesNo
17131264VIDEO MODIFICATION AND TRANSMISSION USING TOKENSDecember 2020March 2022Allow1510NoNo
17255374METHOD, DEVICE, AND COMPUTER PROGRAM FOR TRANSMITTING MEDIA CONTENTDecember 2020April 2023Allow2830YesNo
17126866ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING EVALUATION OF ELEMENTS IN RENDERED VIDEODecember 2020November 2022Abandon2330YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner FLYNN, RANDY A.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
26
Examiner Affirmed
20
(76.9%)
Examiner Reversed
6
(23.1%)
Reversal Percentile
35.3%
Lower than average

What This Means

With a 23.1% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
50
Allowed After Appeal Filing
7
(14.0%)
Not Allowed After Appeal Filing
43
(86.0%)
Filing Benefit Percentile
14.1%
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, 14.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.

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 FLYNN, RANDY A - Prosecution Strategy Guide

Executive Summary

Examiner FLYNN, RANDY A works in Art Unit 2424 and has examined 577 patent applications in our dataset. With an allowance rate of 67.2%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 29 months.

Allowance Patterns

Examiner FLYNN, RANDY A's allowance rate of 67.2% places them in the 21% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by FLYNN, RANDY A receive 3.01 office actions before reaching final disposition. This places the examiner in the 95% 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 FLYNN, RANDY A is 29 months. This places the examiner in the 45% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +16.4% benefit to allowance rate for applications examined by FLYNN, RANDY A. This interview benefit is in the 61% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 18.2% of applications are subsequently allowed. This success rate is in the 10% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 25.5% of cases where such amendments are filed. This entry rate is in the 26% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 18.2% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 24% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 48.0% of appeals filed. This is in the 10% percentile among all examiners. Of these withdrawals, 37.5% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner rarely withdraws rejections during the appeal process compared to other examiners. If you file an appeal, be prepared to fully prosecute it to a PTAB decision. Per MPEP § 1207, the examiner will prepare an Examiner's Answer maintaining the rejections.

Petition Practice

When applicants file petitions regarding this examiner's actions, 61.5% are granted (fully or in part). This grant rate is in the 78% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.3% of allowed cases (in the 56% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).

Quayle Actions: This examiner issues Ex Parte Quayle actions in 6.2% of allowed cases (in the 82% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.

Prosecution Strategy Recommendations

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

  • Prepare for rigorous examination: With a below-average allowance rate, ensure your application has strong written description and enablement support. Consider filing a continuation if you need to add new matter.
  • 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.

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.