XLSCOUT proudly announces the launch of INVALIDATOR+, a tool that utilizes Artificial Intelligence (AI) and Machine Learning (ML) to conduct a first-pass patent invalidation search. 

Invalidator+ harnesses the power of our proprietary Patent ParaBERT technology and state-of-the-art Reinforcement Learning to conduct a first-pass Invalidation search.  

How does Invalidator+ works? 

3 Step Invalidity Search

Invalidity Analysis with Patent ParaBERT 

XLSCOUT utilized its “Patent ParaBERT” technology wherein they fine-tuned the already trained state-of-the-art BERT model on its various multi-domain technology datasets for prior art searching. This technology helps XLSCOUT understand the natural language text within the patent documents. The Invalidator+ uses this fine-tuned Patent ParaBERT Model to understand the context of each paragraph in a patent document to provide more accurate prior art results. As a result of this, we have seen significant improvements in document similarity check and, furthermore, the Invalidator+ app can now generate high-quality first-pass invalidation search reports. 

Accurate Analysis with Reinforcement Learning 

XLSCOUT put the use of reinforcement learning to its AI-based Invalidator+ tool to get quality invalidation search reports in just 10 minutes. The Invalidator+ uses reinforcement learning to filter the noise from the prior art by pulling up the relevant results on top of the list. To be precise, it assists in conducting an invalidity search to help you determine any patent or non-patent documents that challenge the novelty and inventiveness of a patent in question. By selecting a few relevant and non-relevant results, users can apply the reinforcement to the result set. The system takes the user’s feedback and then re-ranks the results by bringing the quality results to the top and sending the noise to the bottom. 

Without reinforcement learning, users go through hundreds of results manually. By applying this process, users can skip going through the non-relevant results. Reinforcement can also be applied multiple times to a result set according to users’ different requirements/criteria. Users can then view the Top-10 or Top-20 results for each criterion to perform a prior-art analysis for patent invalidation. 

Users can quickly generate an automated invalidation search report by selecting the Top-10 or 20 results in Invalidator+. The invalidation search reports include a list of results along with relevant text mapping with the key features of the invention for enabling quick decision-making. 

To learn more about the Invalidator+, Schedule your free demo now! 

Why stay behind? Get in touch with us!

38 Comments

EdgarCab

July 15, 2025

lycopodium clavatum 15ch effets secondaires: pharmacie monuril sans ordonnance – sildenafil viagra

WilliamThima

July 16, 2025

https://tryggmed.shop/# ibs apotek

Kennethnal

July 16, 2025

krem apotek: Trygg Med – selvbruning apotek

Altonusels

July 16, 2025

medicijnlijst apotheek: apteka amsterdam – apteka amsterdam

MichaelWax

July 16, 2025

http://snabbapoteket.com/# enema apotek

ScottMub

July 16, 2025

inositol apotek apotek baby pipetter apotek

Kennethnal

July 16, 2025

de online apotheek: MedicijnPunt – medicijnen bestellen zonder recept

MichaelWax

July 16, 2025

https://tryggmed.shop/# l-tyrosine apotek

Altonusels

July 16, 2025

hur mycket vГ¤lling 10 mГҐnader: magnesium glycinate apotek – bestГ¤ll hem covid test

ScottMub

July 16, 2025

varmeflaske apotek loppefrГё apotek apotek votter

WilliamThima

July 17, 2025

https://tryggmed.com/# vanndrivende uten resept apotek

Kennethnal

July 17, 2025

ryggsГ¤ck 30 liter rea: SnabbApoteket – proteinpulver ГҐldersgrГ¤ns

MichaelWax

July 17, 2025

http://tryggmed.com/# diare apotek

Altonusels

July 17, 2025

var finns min medicin: apotek vitaminer – foundation stick bГ¤st i test

ScottMub

July 17, 2025

arkaden apotek solkrem apotek hurtigtest narkotika apotek

MichaelWax

July 17, 2025

https://tryggmed.shop/# apotek åpent nyttårsaften

Kennethnal

July 17, 2025

studentrabatt apotek: SnabbApoteket – apotek lГ¤ppbalsam

Altonusels

July 17, 2025

medicijnen snel bestellen: apotheek medicijnen bestellen – medicij

ScottMub

July 17, 2025

glycerol apotek apotek katt lika delar apotek

MichaelWax

July 17, 2025

https://zorgpakket.shop/# medicijnen op recept online bestellen

WilliamThima

July 17, 2025

https://snabbapoteket.shop/# apotek teknik utbildning

Kennethnal

July 17, 2025

apotek kontakt: SnabbApoteket – recept apotek online

Altonusels

July 17, 2025

ГҐpent apotek sГёndag: klyster apotek – alkometer apotek

ScottMub

July 17, 2025

kГ¶pa medicin SnabbApoteket billiga frГ¶n

Kennethnal

July 18, 2025

detox apotek: TryggMed – hurtigtest hiv apotek

Altonusels

July 18, 2025

apotek logo: hemleverans receptbelagd medicin – dao enzym apotek

ScottMub

July 18, 2025

apotek recept online Snabb Apoteket läkemedel

MichaelWax

July 18, 2025

https://tryggmed.shop/# aotek

Vernonglype

July 18, 2025

https://expresscarerx.online/# nexium mexico pharmacy

BobbyVot

July 18, 2025

reputable indian pharmacies: IndiaMedsHub – india pharmacy mail order

LewisChupe

July 18, 2025

IndiaMedsHub: top 10 pharmacies in india – reputable indian online pharmacy

RobertgEoxy

July 18, 2025

https://expresscarerx.online/# maxalt online pharmacy

Daviddiods

July 18, 2025

prescription drugs mexico pharmacy buy cialis from mexico buy from mexico pharmacy

BobbyVot

July 18, 2025

viagra discount pharmacy: lipitor 4 copay card pharmacy – pharmacy online no prescription

RobertgEoxy

July 18, 2025

https://indiamedshub.shop/# Online medicine home delivery

Daviddiods

July 18, 2025

legit mexican pharmacy without prescription safe mexican online pharmacy MediMexicoRx

Vernonglype

July 18, 2025

https://expresscarerx.org/# finpecia uk pharmacy

BobbyVot

July 18, 2025

diflucan target pharmacy: atlantic pharmacy cialis – unicare pharmacy artane castle shopping centre

Leave a Comment

Copyrights © 2025 XLSCOUT. All Rights Reserved.