konap.........wearable network like the mit thril vest which was mpc cpu...with the other dyn dns devices mapped to this intranet....connected to others , including other intranets /clouds, etc via 8x8 voice virtual pbx.......wags. i don't think dod ever really deviated away from the xbr concepts.......but needed the voice navigation which msft/nuance will likely provide with other synthetic intelligence capabilities......wags.segue such to the infrastructure buildout...........wags.

https://finance.yahoo.com/news/microsoft-surface-laptop-4-release-date-price-130023014.html

pen/connect to miracast and hdmi/hello,keyboard, headphones,webcam

hmm.they all get a dynamic dns address....so the mobile user can add them to their network of ploinks puddle, wags.. msft work from home competitor for apple and android........and amazon.....wag..

also, for scott winning.......a modem.........hey , scott your modularization of mpc 8xx with the communications module was very interesting..........

google photos ai..........and fb sends photos to google photos.
but apple users also have fb.
april 20th apple event leak
being vcsy centric......hmmmm. imessage between ios and android?
would patch some damage on ios not allowing such to lock in their users to ios. wags.

ibm to spinoff infrastructure kyndryl......ibm will have 'global services' which is interesting cuz if we get vcsy spinoff ploinks it was to be usa/northamerica?......now if they effect a tax free spinoff and vcsy were to do something like vmware/dell......vmware gave a tax free return of capital to shareholders... then maybe a merger of kyndryl and ploinks usa/na/?americas?.
vcsy owning more than 40% of ploinks and vcsy shareholders rewarded with ploinks shares and a 13% other , which could be kyndryl? now how much is the 13% er going to kick in which help value both ploinks and vcsy. wags.
now solutions is also potentially involvable into such...like maybe the ibm side?
konap, i'd love to see a bidding war.....amazon is likely upset with msft....oracle with google.
but we also remember msft cptn, which included msft/emc-now dell/oracle/apple/intel............as i remember........... time is of essence cuz it's been so long any negotiation needs to be accelerated...especially before biden's taxes.....lol/wags.

wonder why nuance didn't go for higher? maybe they use arbitrary objects/framework? lol/wags.data comes in like a browswer but without a get.......hadoop like?

new surface laptop like a msft teams intranet......wags.....ai in intranet and outside the firewall.........wags....how do they control what happens on the other side ? jvm xml requests/apps?
"Configuring and Managing Java Virtual Machines
https://docs.oracle.com/cd/E14571_01/web.1111/e10240/jvm.htm
10.2 About Child Java Virtual Machine Processes. Since each Forms runtime process has its own thread within the JVM, there is concurrency. If the JVM reaches a specified number of concurrent requests, it will spawn a child JVM to share the load. Moreover, it's possible to have multiple JVM controllers, each of which may have multiple child JVMs.

Description of "Figure 10-3 Forms Runtime With JVM Pooling Enabled""

puddle with ai on device..part of the nuance services? wags sap for receipts/etc. ploinks devices....part of the mobile network,,,which needs to connect internal and externally....to the appropriate personality/channel/conversation/work order......wags.


maintenance tasks like calibration/leveling/spin/etc.
each iot component needs it's sbv /vcsy ip.....wags..
spinning things create electro magnetic field......induction coil for data, wags.......inject sbv ip? wags.

https://www.notebookcheck.net/Surface-Laptop-4-to-launch-on-April-27-leaked-configurations-affirm-that-Microsoft-continues-to-make-compromises-to-drive-sales-volumes-of-more-expensive-configurations.531450.0.html

https://patents.justia.com/assignee/nuance-communications-inc?page=2#:~:text=Justia%20Patents%20Patents%20Assigned%20to%20Nuance%20Communications%2C%20Inc.,multi-talker%20segmentation%20with%20ambient%20automated%20speech%20recognition%20%28ASR%29

linkedin......the work/special interest portal? moving to sap financials. hmm. might thie sap financials be a better fit for vcsy glue to msft hr?oracle ip than oracle financials? wags.

voice ip..nuance and msft:https://patents.justia.com/assignee/nuance-communications-inc?page=2#:~:text=Justia%20Patents%20Patents%20Assigned%20to%20Nuance%20Communications%2C%20Inc.,multi-talker%20segmentation%20with%20ambient%20automated%20speech%20recognition%20%28ASR%29
personalities get their due.....work, hobbies, Patents Assigned to Nuance Communications, Inc.
Iterative ontology discovery
Patent number: 10878191
Abstract: Disclosed methods and systems are directed to generating ontological relationships. The methods and systems may include receiving a set of words comprising one or more verbs and a plurality of nouns and determining one or more first ontological relationships between the plurality of nouns based on an association of each of the nouns with at least one of the one or more verbs; and a correspondence between one or more glosses associated with each of the plurality of nouns. The methods and systems may include receiving an input associated with the one or more first ontological relationships, and determining, based on the input, one or more second ontological relationships between the plurality of nouns.
Type: Grant
Filed: May 10, 2016
Date of Patent: December 29, 2020
Assignee: Nuance Communications, Inc.
Inventor: Leonid Rachevsky
System and method for natural language driven search and discovery in large data sources
Patent number: 10847175
Abstract: In some natural language understanding (NLU) applications, results may not be tailored to the user's query. In an embodiment of the present invention, a method includes tagging elements of automated speech recognition (ASR) data based on an ontology stored in a memory. The method further includes indexing tagged elements to an entity of the ontology. The method further includes generating a logical form of the ASR data based on the tagged elements and the indexed entities. The method further includes mapping the logical form to a query to a respective corresponding database stored in the memory. The method further includes issuing the query to the respective corresponding databases. The method further includes presenting results of the query to the user via a display or a voice response system.
Type: Grant
Filed: July 24, 2015
Date of Patent: November 24, 2020
Assignee: Nuance Communications, Inc.
Inventors: Peter Yeh, William Jarrold, Adwait Ratnaparkhi, Deepak Ramachandran, Peter Patel-Schneider, Benjamin Douglas
Method for microphone selection and multi-talker segmentation with ambient automated speech recognition (ASR)
Patent number: 10847171
Abstract: Disclosed methods and systems are directed to determining a best microphone pair and segmenting sound signals. The methods and systems may include receiving a collection of sound signals comprising speech from one or more audio sources (e.g., meeting participants) and/or background noise. The methods and systems may include calculating a TDOA and determining, based on the TDOA and via robust statistics, the best pair of microphones. The methods and systems may also include segmenting sound signals from multiple sources.
Type: Grant
Filed: September 24, 2019
Date of Patent: November 24, 2020
Assignee: Nuance Communications, Inc.
Inventors: Pablo Peso Parada, Dushyant Sharma, Patrick Naylor
Automated obscuring system and method
Patent number: 10846429
Abstract: A method, computer program product, and computing system for receiving content from a third-party. The content may be processed to predict the disclosure of sensitive information. The sensitive information may be obscured from a platform user, where the third-party may be a customer and the platform user may be a customer service representative.
Type: Grant
Filed: July 18, 2018
Date of Patent: November 24, 2020
Assignee: Nuance Communications, Inc.
Inventors: Kenneth William Douglas Smith, Uwe Helmut Jost, Jean-Guy Elie Dahan, Fabrizio Lussana, Vittorio Manzone, David Copp
System and method for wireless ordering using speech recognition
Patent number: 10839447
Abstract: Disclosed herein are systems, computer-implemented methods, and tangible computer-readable media for placing an order for a user. The method includes receiving a search from a user, identifying a product category based on the search, presenting to the user a general ordering screen based on the identified product category, selecting and activating a speech recognition grammar tuned for the identified product category, recognizing a first received user utterance with the activated tuned grammar to identify a vendor who offers items in the identified product category, recognizing a second received user utterance with the activated tuned grammar to identify a specific item from the identified vendor, and placing an order for the specific item with the identified vendor for the user. In one aspect, the method further offers to sell the user additional items ancillary to the specific item.
Type: Grant
Filed: January 7, 2019
Date of Patent: November 17, 2020
Assignee: Nuance Communications, Inc.
Inventors: Joseph Anderson Alfred, Joseph M. Sommer
Methods and apparatus for reducing latency in speech recognition applications
Patent number: 10832682
Abstract: The method comprises receive first audio comprising speech from a user of a computing device, detecting an end of speech in the first audio, generating an ASR result based, at least in part, on a portion of the first audio prior to the detected end of speech, determining whether a valid action can be performed by a speech-enabled application installed on the computing device using the ASR result, and processing second audio when it is determined that a valid action cannot be performed by the speech-enabled application using the ASR result.
Type: Grant
Filed: February 6, 2020
Date of Patent: November 10, 2020
Assignee: Nuance Communications, Inc.
Inventor: Mark Fanty
Methods and system for iteratively aligning data sources
Patent number: 10824662
Abstract: According to some aspects, a method for aligning a first data source and a second data source during a plurality of iterations comprising a current iteration and a previous iteration is provided. The method comprises generating at least one property alignment hypothesis between at least one first property of the first data source and at least one second property of the second data source; generating a plurality of instance alignment hypotheses between a respective first plurality of instances of the first data source and a respective second plurality of instances of the second data source; and verifying at least one property alignment hypothesis and/or at least one of the plurality of instance alignment hypotheses. Generating the at least one property alignment hypothesis and/or generating the plurality of instance alignment hypotheses is based, at least in part, on at least one property alignment hypothesis and/or at least one instance alignment hypothesis verified during the previous iteration.
Type: Grant
Filed: October 13, 2015
Date of Patent: November 3, 2020
Assignee: Nuance Communications, Inc.
Inventors: David L. Martin, Peter Zei-Chan Yeh, Peter Frederick Patel-Schneider, Jan Noessner
Natural language understanding (NLU) processing based on user-specified interests
Patent number: 10817672
Abstract: Methods and apparatus for natural language understanding (NLU) processing based on user-specified interests. Information specifying a weight for each of a plurality of domains is received via a user interface. The plurality of domains each relates to a potential area of interest for the user, and the weight for a domain from among the plurality of domains indicates a level of interest for the user in the domain. A ranking classifier used to rank NLU hypotheses generated by an NLU engine is trained using training data from which features are, at least in part, based on the information specifying a weight for each of the plurality of domains.
Type: Grant
Filed: October 1, 2014
Date of Patent: October 27, 2020
Assignee: Nuance Communications, Inc.
Inventor: Matthieu Hebert

https://www.msn.com/en-us/money/companies/microsoft-in-advanced-talks-to-buy-nuance-for-about-2416-billion-announcement-could-come-monday/ar-BB1fxFf1?ocid=uxbndlbing
At $16 billion, Nuance would be Microsoft's second largest acquisition, after the $27 billion purchase of LinkedIn in 2016.

Buying Nuance could expand Microsoft's capabilities in voice software. Microsoft already has tools that developers can use to enable applications to transcribe speech into written words, and it incorporates speech recognition into its own products, such as the Bing search engine and the Teams communication app.

msft teams.....and wearable computer .....like for dod? wags....
wearable computer like a laptop or a thinclient/cpu and networked components....wags.......including the apple ios devices.....easier screen replacement,etc. wags.

important for ploinks and imessenger ios? wags:
System and method for running a web server on a mobile internet device
Patent number: 9112832
Abstract: A mobile Internet device (MID) having an operating system, a user interface framework, and telephony functionality. A web server is integrated into the operating system and configured for servicing HTTP requests. Telephony functionality is operable by said OS. Multiple such MID's are configurable as a peer-to-peer network, or peer-to-peer social network.
Type: Grant
Filed: December 13, 2010
Date of Patent: August 18, 2015
Assignee: Vertical Computer Systems, Inc.
Inventor: Luiz Claudio Valdetaro

msft teams and 8x8 voice virtual pbx, wags.

library/host and guest os and browser:Web-based collaborative data collection system
Patent number: 7076521
Abstract: The present invention is directed to a system for gathering data from a web-based server, transmitting the data to a web-based client, and storing the data on the web-based client. The web-based server translates data from a data supplier's proprietary data model into a data consumer's proprietary data model using a data mapping function. The web-based server also converts data from a structured data format to a markup language format. The web-based client periodically polls one or more data servers for data. The web-based client receives data in a markup language format and translates it into a structured data format, then stores it in a database. The web-based client and the web-based server can collaborate with each other to streamline the data conversion and translation process.
Type: Grant
Filed: June 15, 2001
Date of Patent: July 11, 2006
Assignee: Vertical Computer Systems, Inc.
Inventor: Jeff Davison
System and method for generating web sites in an arbitrary object framework
Patent number: 7716629
Abstract: A method and system for generating a computer application is disclosed. The computer application is generated on a host system in an arbitrary object framework that separates a content of said computer application, a form of said computer application and a functionality of said computer application. Arbitrary objects are created with corresponding arbitrary names of various object types for generating said content of said computer application, said form of said computer application, and said functionality of said computer application. The arbitrary objects are managed in an object library. The arbitrary objects are deployed from said object library into a design framework to create said computer application.
Type: Grant
Filed: November 29, 2004
Date of Patent: May 11, 2010
Assignee: Vertical Computer Systems, Inc.
Inventor: Aubrey McAuley

libraries, wags:Method and system for providing a framework for processing markup language documents
Patent number: 8578266
Abstract: The present invention is directed to a system and method for processing a markup language file having one or more portions. Specifically, the system downloads a first markup language file using the hyper text transfer protocol and references the first markup language file by its uniform resource location or by a name of a local file on a system on which a user is operating. The first markup language is parsed for one or more portions of the first markup language file. Each portion of the first markup language file is stored into a directory structure containing folders, subfolders, and files complying with the structure of the first markup language file.
Type: Grant
Filed: June 22, 2001
Date of Patent: November 5, 2013
Assignee: Vertical Computer Systems, Inc.
Inventor: Jeff Davison

tm forum.....transforming from the telecom days.....duh, granularity...like the old vcsy diagram of siteflash hierarchy? wags:https://www.tmforum.org/business-process-framework/
see the video....libraries....xml to native os and browser? wags....needed updated cobol objects....wags......
ipsphere now integrated with tmforum...
vcsy was vendor to ipsphere....also.....transaction processing facility and vcsy vendor......
if it's not vcsy.....then who/what?

i, also, have not looked for or seen the reported posting of vcsy insiders..i'm thinking more of the cancel culture currently afflicting our society.......konap, where are you seeing it?

konap.......no not physics..speaking of which ....some are saying 'trust the science', but..........whose science are they referring to?

would seem they are like the flightless bird which sticks it's head in the sand......what problems//what data......like bill mahrs guest last nite who said they were tired of debating and there were plenty of studies supporting their view......but......of course, they didn't cite any specific studies and just iggy'ed the discussion attempt. mahr just laughed and went on.........physics and science is based on those who've come before/trial and error and serendipity.....you can't do science without their contributions and history........artificial intelligence can't truly be successfull without that knowledge........the greatest generation can't be appreciated without knowing the history of what they had to overcome, discover, put up with.........dumbing down of society....ignore the past cuz they didn't want to do the studying or work...you just make it up as you go.....and no one challenges you for fear of persecution.. but hopefully the adults in the room will regain control....

april 15, linked in new read receipts and typing indicators.....? related to google/oracle scotus result?
"SAP taps Microsoft Teams integration for enterprise SaaS
by Paul Davenport Paul Davenport on February 02, 2021
When Salesforce recently scooped up Slack in a partnership deemed “the most strategic combination in the history of software” (according to Slack’s own CEO), other enterprise cloud providers wasted no time in securing their own blockbuster partnerships to merge cloud-based collaboration tools with larger enterprise software suites.

The latest comes from SAP, who has expanded their existing partnership with Microsoft to integrate Microsoft Teams with SAP’s popular S/4 HANA enterprise resource planning software, as well as their SuccessFactors HR toolkit and SAP Customer Experience CRM.

“New ways of working, collaborating and interacting completely transform how we operate,” said Christian Klein, CEO of SAP SE in a statement. “By integrating Microsoft Teams across our solution portfolio, we will bring collaboration to the next level, jointly determining the future of work and enabling the frictionless enterprise. Our trusted partnership with Microsoft is focused on continuously advancing customer success. That’s why we are also expanding interoperability with Azure.”

This is just the latest in SAP and Microsoft’s enterprise cloud collaborations to date, as the two companies announced back in 2017 that SAP would run more of it’s financial systems on Azure while Microsoft committed to selling S/4 HANA across Microsoft’s customer base. Two years later the two cloud giants announced Project Embrace, a go-to-market partnership that would accelerate S/4HANA and SAP Cloud Platform on Microsoft Azure adoption “from conceptualization to sales,”

Fast forward to 2021, and cloud adoption is on a faster trajectory than anyone had anticipated, as remote work—whether that’s traditional work-from-home or more flexible work-from-anywhere—has come to define the modern enterprise. This is calling for network operations teams to retire their legacy, office-based workflows and tools for more easily scalable and agile cloud solutions across the board, including (if not especially) where collaboration tools like Teams and Slack are concerned."

How to: Create a presentation document by providing a file ...
https://docs.microsoft.com/en-us/office/open-xml/...
Using the Open XML SDK 2.5, you can create presentation structure and content by using strongly-typed classes that correspond to PresentationML elements. You can find these classes in the DocumentFormat.OpenXml.Presentation namespace. The following table lists the names of the classes that correspond to the presentation, slide, slide master ...

linked in changes april 15th.interesting.

transforming word document to ........powerpoint using ai..........lol.
vcsy license?

https://www.tmforum.org/frameworx-homepage/

adobe/allaires/coldfusion?
call portuno....lol.
"Adobe ColdFusion family
https://www.adobe.com/products/coldfusion
The 2021 release of Adobe ColdFusion Enterprise gives you the ability to develop and deploy cloud-native applications with ease. Experience the scalability provided by built-in multi-cloud facilities, and maximize productivity with tools that integrate with any CI/CD pipeline that is assisting in DevOps, containerization, and microservice initiatives."

https://docs.fusion-reactor.com/
java topic
sbv/vcsy? lol.

potentially germane........doe looking for emPath engineer.......teledyne brown engineer wow'ing over vcsy ip........lol.

and part of the reason for the work? for the tokamak and plasma containment superconducting magnetic field? fusion reactor? "Muon-catalyzed fusion - Wikipedia
https://en.wikipedia.org/wiki/Muon-catalyzed_fusion
Muon-catalyzed fusion (µCF) is a process allowing nuclear fusion to take place at temperatures significantly lower than the temperatures required for thermonuclear fusion, even at room temperature or lower. It is one of the few known ways of catalyzing nuclear fusion reactions. Muons are unstable subatomic particles which are similar to electrons but about 207 times more massive. If a muo…
HistoryViability as a power sourceProcessDeuterium-tritium (d-t or dt)Deuterium-deuterium (d-d or dd) and other typesIn cultureNotes
Andrei Sakharov and F.C. Frank predicted the phenomenon of muon-catalyzed fusion on theoretical grounds before 1950. Yakov Borisovich Zel'dovich also wrote about the phenomenon of muon-catalyzed fusion in 1954. Luis W. Alvarez et al., when analyzing the outcome of some experiments with muons incident on a hydrogen bubble chamber at Berkeley in 1956, …
Wikipedia · Text under CC-BY-SA license"

machine learning .....first computer to the second.....machine learning....algorithm where the machine learns how to 'do' better on the next try....estimation of the answer....would require non integer calculation results.....floating point........and 8x8 x87 for x86? floating point math co-processor......so is google cloud ai needing 8x8 admin/x87 for x86 to do their ai?
8x8 patent/ip on motion vector estimation.....gets better with training.....a connection to nvidia...wags.
8x8 chairman is princeton massive parallelcomputing guy...
call jp singh, lol:"Parallel Processing of Machine Learning Algorithms
dunnhumby
dunnhumby
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Sep 25, 2018 · 5 min read



Caveats of Machine Learning by Prateek Khushalani and Dr. Victor Robin
Machine learning (ML) is the application of artificial intelligence (AI) through a family of algorithms that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. They have the potential to approximate linear and non-linear relationships, by extracting more information from a data model to achieve higher accuracy.
Python is the language of reference for ML and many libraries provide off-the-shelf machine learning algorithms, like scikit-learn, XGBoost, LightGBM or TensorFlow. For those reasons, Python is the chosen language of dunnhumby for Data Scientists.
However, over the years, we’ve found a few inconveniences with ML:
You don’t know in advance which algorithm will give the best results, therefore you have to try several ones
The learning process of the model is controlled through hyperparameters that the user has to tune. There is no formula to calculate them, so it can require hundreds of iterations for each model before finding the good ones
Their flexible framework put them at risk of overfitting, which is when the model starts to learn the noise in the data. This can be prevented using cross-validation, during which models are trained and evaluated on different subsets of data several times
Most of them require significant amount of CPU, RAM and sometimes GPU in order to be applied efficiently
Long story short, due to the number of algorithms available, their hyperparameters and the cross-validation, a data scientist might have to create thousands of models before reaching a good outcome. With 400 analysts and data scientists, we needed a solid platform managing efficiently our resources to allow them to use ML in their work the way they wanted in a short timeframe."https://medium.com/dunnhumby-data-science-engineering/parallel-processing-of-machine-learning-algorithms-e1cff1151bef

google moving from oracle to sap financials? more realtime business processes? not the other oracle products:https://www.msn.com/en-us/money/companies/google-will-stop-using-oracles-finance-software-and-adopt-sap-instead/ar-BB1fjWf0?ocid=uxbndlbing
might then need tight hr/financial integration? slack with the google and msft teams?

did wade use credit default swaps?

epic vs apple : apple resisting making imessage for android......hmm. impediment or impetus for vcsy ploinks/puddle?
maybe the tech savvy of this board could post a side by side of imessage vs ploinks?
this is diff on sms vs imessage:https://appletoolbox.com/imessage-basic-guide/#Whats_the_difference_between_SMS_and_MMS

interesting ploinks for android and ploinks for apple..with integration of the two...imessage is 'internet'......over the top.....could use direct routing for peer to peer......8x8? distributed data resources as one?
a over the top virtual fabric? with the java vm with the mobile web server on both sides/peers and pc.....wags.virtual segmentation of the unified comms?would need dynamic dns.......and some jitis as a service? to incorporate video/frames into streaming ip.......wags.would be encrypted.....i'm implying that vcsy and 8x8 together could build such....with the jitsi as a service providing pan os service, and also open source support for same....multiple chat apis in an app with programmable apis.......as now allowed by the google /oracle scotus decision.wags.
chat apis with binary compatibility.......jvm to common xml interface? sharing only that which is allowed? no downloading as it's browser based..wags.or something like that?

Comstor is a division of Westcon Group, Inc., a global company providing networking technology products throughout Asia, North America, Africa, Australia, Europe and South America. The partnership will increase NetScout's presence in Singapore and help accelerate the company's reach to new customers in that region.
NETSCOUT - NETSCOUT Systems Signs Master Reseller ...
ir.netscout.com/investors/press-releases/press-release-details/2003/NetScout-Syst…

https://www.verizon.com/business/solutions/public-sector/public-safety/

interop

is the demo april 20th? lol. https://www.netscout.com/engage/security-summit

given the timing of all the news...google/oracle scotus result might have effected the pricing for such......a guess which would implicate java/software dev kit...jvm.......xml......interop.....ploinks/puddle like with sbv electronics monitoring and command and control role of the 'punisher'..lol. anyhow....wags. call scott/valde........
call dell/vmware which might do their spinoff post april 20....wags....
dell would also bring emc...distributed data resources used as one....pattern recog/heat or energy/ etc as network hacking using robots would have a energy use pattern like a gambling casino? or gaming situation, wags.

https://www.netscout.com/engage/security-summit

adoption*of puppy/shopping/social
adoption being the work/paperwork/etc...
personalities.
apple and ibm worked on apps....ibm gave up it's own xml work but has pure xml database/viper, as i remember.
data broker like vcsy emily's controls what can go to outside parties..but only after payment/admin agreements......wags. off fabric

all of this on april 20th.......with the biggest demo of such on the hackers plaguing usa/others....wags....before or during the netscout show?
8x8 now in deal with company which has solar wind as customer/tech partner...
8x8 to initialize new direct routing routes same time frame.......as i remember.

ok, you are driving up the chaos...increasing the energy needed to elevate the electron layer of vcsy..lol.....page 1 top wsj today...netscout/omnis/arbor....april 20, 2021.....demo/reveal/conference..
segue with the potential cyber response to past hacking of msft email/solar wind,etc...
also, this am wsj b1...apple new privacy feature...like a ploinks/puddle..with the ability to allow some data outside the/your personal fabric...for services/ads/make money controlled by data broker....lol. 'broker'......remember emily? call portuno...
also, interesting, msft hacking event with hackers successful rewarded with money......and allowed to monetize a fix....

none of this positive or negative thought really does anything to what's going on.......lack of information allows the mind to wander......nda's have been and likely are the crux of the matter ........ i bought it thus and will hold it thus. news , however, makes me feel better.......the world has caught up with vcsy ip....maybe can now take advantage of it....the biden admin can make everything look like it's due to them if they invest/grant vcsy money....wags.otherwise they will look like the claim jumpers they could be...it takes a special kind of person to look in the mirror after claiming some of the work of others as their own and believe it.

lol...age ain't in question...i think it's nda's...you can't properly do the accounting if you cannot attribute income or losses....last auditor said nothing bad persay....they just didn't want to....wags.
same would be true for any other auditor...
no, i think we have a brief pause in the reported action until the nda specs are fulfilled....maybe on the hack response which could be anyday or already done but not reported....wags. see, i don't think all the potential parties you've been trying to comm with want to be sued or go to the co-conspirator route.all the trial dates are in may.....likely cuz they'll be settled by the trial dates.....wags.in the meantime i will try to collate the news as pertains at least in my view to vcsy.

interesting about the msft open jdk pr, following a couple of days after the scotus oracle lawsuit.....api's........file pointers to the file, java program, wags.android/ios/msft /or other to the jvm/xml and vice versa.....
msft/google/aws....today 8x8 with new distribution partner to a pantheon of techs.remember msft, sammie, lg, interwoven have ?perpetual licenses of 744 . despite the uspto life span....wags. and separately , now solutions has the emPath/time/snappnet modules, wags... then vcsy has the mle/ploinks.....wags.

"Home / GRF Financial Foresight / Nonprofit / Forensic Auditing and Artificial Intelligence Help Detect Fraudulent Activity

Forensic Auditing and Artificial Intelligence Help Detect Fraudulent Activity
February 21, 2019

By Mac Lillard, CPA, CFE, CITP, CISA, PCIP | GRF Audit Supervisor

Fraud prevention is one of the most important aspects of an effective organizational risk management strategy. According to the Association of Certified Fraud Examiners (ACFE) 2018 Report to the Nations, there were 2,690 cases of occupational fraud, resulting in $7+ billion in total losses over 125 countries and 23 industry categories. Within the Religious, Charitable, and Social Services Industry, there were 60 cases of occupational fraud, resulting in $90,000 in median losses to the affected organization.

With almost half of all fraud cases resulting from weaknesses in internal controls and 11% of fraud cases involving executives/upper management, ensuring that adequate internal controls are in place is critical to preventing fraud. To protect and respond to fraud, many organizations have turned to forensic accounting and the use of artificial intelligence (AI) as part of their risk management strategy.

Forensic Accounting and Artificial Intelligence
There is a common misconception regarding the audit of financial statements that the purpose of the audit is to detect fraud. The purpose of a financial statement audit is to determine whether the information is materially presented in accordance with Generally Accepted Accounting Principles. While financial statement audits include procedures to detect fraud, they are not specifically designed to uncover fraud. Forty percent of all fraud cases uncovered during 2018 were the result of internal and external “tips” prompting forensic audits/investigations of the organization’s accounting data. During a forensic audit/investigation, auditors focus on transactions in a specific area deemed susceptible to fraud or an area that was explicitly identified in the tip received.

AI has emerged as a useful tool in dissecting financial data over multiple years to identify spending patterns and high-risk transactions for a CPA to review. This is an alternative to the traditional sampling methodology used by auditors and allows for the analysis of thousands of transactions over multiple fiscal years within a significantly reduced timeline. The utilization of these AI platforms greatly improves the efficiency of forensic audits and reduces the timeline of work performed. New fraud schemes emerge annually and fraud perpetrators have become increasingly sophisticated because of advances in information technology (IT). It is important for organizations and accounting firms to utilize new software and AI platforms to improve the efficiency of their audits and investigations to detect fraudulent activity when internal controls fail or are circumvented."https://www.grfcpa.com/2019/02/forensic-auditing-and-artificial-intelligence-help-detect-fraudulent-activity/

concerned about access....use mobile sign up ......mobile library vans which can perform the same as the central library....offer hours for those that work.....consult with community leaders on such......cut down on identity theft for all, including public assistance......would help eliminate the prison based fraudulent activity...but not the question of voting by prisoners.....ethical dilemna ... correctly incarcerated vs fraudulent /inadequate defense of accusations. wags.

id can be verified at the time of vaccination.make sure the correct person is serving time....add to the dna database. not for experimentation.

how hard to prepare taxes if you've got nowsolutions, emPath and time?
that should be part of it's solution.......wags...plug in the numbers...have supervisor look at out of range expenses or income........like supposed wade activities....see canadian now solutions .wags. hey, call suisse about compliance/risks management/.....archegos should never have gotten to be the problem it became......if i was a dislocated/innocent employee , i'd consider sueing the higher ups for their failures/oversights.......it's what they were paid the big bucks for......
weren't these guys invovled in the credit default swaps housing mess?

as for the baseball all stars game......ask the mayor of atlanta if she's interested in education........shouldn't all be included ...get her defensive....when she says they do all they can in an equitable way....show her the requirements for a library card in atlanta....photo id...and proof of residency....'nough said..........

denver, co has same requirements."Photo identification and verification of address is required to receive a permanent library card. To ensure equal access to library resources, each customer is limited to one Denver Public Library account with the exception of educators who may apply for an Educator Card to support instruction.
Library Card and Borrowing Policy | Denver Public Library
www.denverlibrary.org/library-card-and-borrowing-policy
www.denverlibrary.org/library-card-and-borrowing-policy"