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super micro computer and blade servers, of ibm and clearcube? takes and sends screenshots of the work/page.. like virtual frameworks for arbitrary objects? microcomputer and nvidia big next door neighbor/partners. and in the 8 partner environment group. nvidia huang thinks it, super micro makes it. sounds like they have some glue? wags.
The partnership between Supermicro and 8x8 involves 8x8's Technology Partner Ecosystem program, specifically the SellWith8 tier. This exclusive tier within the ecosystem allows select partners to sell directly with 8x8, enhancing go-to-market efforts, improving integration depth, and jointly addressing customer needs
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. The partnership aims to provide customers with carefully curated partners offering seamless onboarding processes and enhanced user experiences within the 8x8 XCaaS platform, which integrates cloud contact center and unified communications solutions
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arbitrary objects = image and image patches for llm of vision data. the essence of ViT vision transformers.
novartis and automated/digital manufacturing of antibodies in singapore.
msft teams , etc.
The censor points in AI work are referred to as "prior restraint." This term signifies the act of blocking an utterance before it is expressed, essentially censoring content before it is made public. Prior restraint is a significant aspect of free speech protections in many liberal democracies, where the government is typically not allowed to prevent the publication of specific content but can take legal action after publication if necessary. The use of prior restraint is a critical concept in understanding how AI technologies can impact free speech and
Copilot
Certainly! Let’s explore the emerging architecture of today’s Large Language Models (LLMs), including microservices and microfrontends, as well as problem areas you can start exploring:
Building LLM Applications:
When building software with LLMs (or any machine learning model), the process differs significantly from traditional software development.
Rather than compiling source code into binary, developers work with datasets, embeddings, and parameter weights to generate consistent and accurate outputs.
LLM outputs are probabilistic and don’t produce the same predictable outcomes as traditional code execution.
Five Steps to Building an LLM App:
Focus on a Single Problem: Start with a well-defined problem that’s focused enough for quick iteration but substantial enough to impress users. For example, GitHub Copilot initially focused on coding functions in the IDE.
Choose the Right LLM: Consider licensing, model size, and performance. Smaller LLMs are challenging conventional wisdom by providing improved quality predictions while being faster and cheaper.
Customize Your LLM: Techniques like fine-tuning and in-context learning allow you to adapt pre-trained models to specific tasks.
Evaluate Model Performance: Use offline evaluations to measure how well and consistently your LLM generates desired output.
Iterate and Improve: Continuously refine your LLM app based on user feedback and real-world usage.
Microservices and Microfrontends:
Microservices Architecture: Break down your LLM app into smaller, independent services (microservices). Each microservice handles a specific function or feature.
Microfrontends: Similarly, divide the frontend into smaller, self-contained parts (microfrontends). This allows independent development and deployment of UI components.
Lanarky: The Web Framework for LLM Microservices:
Lanarky is a web framework specifically designed for LLM developers.
It guarantees zero vendor lock-in with any LLM tooling frameworks or cloud providers.
Built on top of FastAPI, Lanarky offers modern features for LLM-powered microservices1.
End-of-Life Management in LLM-Powered AI:
Explore the integral role of microservices in managing end-of-life challenges for LLM systems.
Scalable and secure solutions are crucial for maintaining LLM-powered applications in an ever-evolving landscape2.
In summary, the architecture of LLM applications involves thoughtful problem selection, model customization, and a shift toward microservices and microfrontends. Dive into these areas to unlock the potential of LLMs! 🚀🔍 The architecture of today’s LLM applications - The GitHub Blog ajndkr/lanarky: The web framework for building LLM microservices - GitHub Enhancing End-of-Life Management in LLM-Powered AI: The Key … - Medium
Learn more
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github.com
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medi
msft teams and vcsy management; msft teams and two personalities in april....switch personal/business without a hitch?
heavy breathing ...forever license but need data like a browser...?event driven.networking, dynamic routing, and authentication.
adobe stock was way up, now comes down abruptly......paying their dues to vcsy? lol.
last night laser infrared comms from earth to us spacecraft psyche? to and fro......duh, ploinks and puddle from 10million miles apart....aiming/targeting lasers and webservers on both sides of the communications? encrypted to avoid hacks, eaves dropping and such not desired.
why space lasers ? to avoid tipping off aliens we are advancing to a point of concern to them? so would say the general sci fi ingesting public, including me.
part of our armament build up is the msft/nvidia cloud based supercomputer ai.......why the azure node? well, partially because the earth rotates and we need to keep in contact with target as we rotate. wags....
nvidia says you cannot use a translation layer on cuda software..this is to prevent use of data on non nvidia device....but it could be good for v ip and 8 if their work process goes to that middle layer of xml/js and the users have to pay for it.
another fact from my memory, while i can't remember the name of the movie i just saw, intersystems of cambridge ma and partner of epic healthcare....they said they used borland delphi objects, but again no more. they didn't change their ip? so, i hope they started paying vcsy. they are a partner of msft at least thru epic...msft having a perpetual license for v 744, but cannot relicense to other.
since it seems self service is the new modality in vogue for cost savings in business organization, those organizations might all need their own licenses for all the v ip patents/pendings including social network/ploinks and puddle/521/mle/etc. 8 could also serve as the network which allows the ip , perhaps even in the form of webrtc, which is 'software' between the two 'peers'? wags.
this same peering network is also potentially the base of msft/nvidia cloud based supercomputer ai network of connected/networked distributeds assets....patented by 8 and v ip. thinking elon musks' biggest rocket in the world flight was captured digitally with it's digital twin.....how many data points? can't enough conceive. wags.
now interesting, nyse bragged they were using borland delphi objects until the vcsy litigations, now no more.
if jp morgan getting fined, i wonder if nasdaq/nyse/sec collaborated on a database of non-compliant trades , with which institutions/trading houses/which clients?
do they then do a batch ?
might have been onerous pre generative ai, but now? blam. the trading transaction could become an arbitrary object with the label in default of governance rules of reg sho?
such trades flow like data from a specific browser request but are event driven.......wags. enforcement becomes an executable. wags.
jp morgan fined 400million for lack of governance over their clients trading..duh, like reg sho and short trading?
ok. so, been thinking..vcsy ip could mark the trades up with governance in mind. llm and data could be used in the production of reports of daily trades, including shorts covered and uncovered, and their status in uncovered days and fines and penalties for not fulfilling contracts.
sbv has partners in governance as i remember.
ploinks/puddle; blockchain of open share transactions?
also, noted ibm asking for volunteer retirements......in communications and networking......sounds like ai is doing what i thought would occur with server client....but this is on steroids.
got to have something to patent which makes money.
i hope we can duplicate your daughter's success.
note nvidia to show off new data center chip monday. msft to show copilot security for network/devices integration..? nvidia and msft working on cloud based supercomputer ai.......treat them like an iot?
a cloud based(nodes/conntected nodes of distributed data resources? virtualized . so 8 's patents are in their. in a ploinks puddle deal.
duh. monday i like. but we got to wait till april1? but then wade's appeal done just days before?
later add in your quantum computer thoughts.....and voila. your child's legacy needs us to get our money before biden has a chance to decide to go into your bank and investment accounts to find money to patriotically pay off those the dems have paid off. see his budget proposals and spending is for buying off the 'citizens' and creating a whole new group of potential citizens to keep them in power. problem is well known to anybody in a business. skim off the top, don't invest in the capital machine, allow unfair competition, have too much in debt/loans, you fail. all the money in the world won't fix the problem if you daily keep adding to it.
another pandemic and economies will collapse. no tax income, pensions up the wazoo, interest payments due, financial commitments to despots, crooks, etc. we just enrich the wrong people. china is dooms day prepping. going on internal with supply chain and products. you won't be able to buy garlic or saran wrap cuz china controls all of it.
yahoo finance says:"Microsoft unveiled its Copilot for Security about a year ago and has been trialing it with corporate customers ever since. Testers include BP Plc and Dow Chemical Co. and now number “hundreds of partners and customers,” according to Andrew Conway, Microsoft’s vice president of security marketing. Customers will pay a fee based on usage, much as they do with the company’s Azure cloud services.
The security Copilot is part of Microsoft’s ongoing effort to infuse its major product lines with artificial intelligence tools from partner OpenAI and persuade corporate customers to buy subscriptions.
While AI can help generate content and synthesize corporate data, it also makes errors that can be costly or embarrassing. Because computer security is so critical and the risks so high, Conway said the software giant has taken extra care with this Copilot. The software combines the power of OpenAI’s model with the massive troves of security-specific information that Microsoft collects.
“There are a number of things, given the seriousness of the use case, that we’re doing to address [risks],” he said, including seeking constant feedback on the product and where it falls short. “All of that said, security is still a place today where security products generate false positives and generate false negatives. That’s just the nature of the space.”"
so, hopefully, money will be forth coming to the correct coffers?
we need to get this done before biden's billionaire's tax ....lol.
security and gaming.......some similarities? a way for msft to game the security data points vs past history and realtime data.. migh benefit from a R1/M2 type processor/chip setup? on the proxies/gaming collators? find them, isolate and test them, if bad track it back , test verify and eradicate if so indicated and allowed? like the dialeks in dr who. 'exterminate' exterminate'. lol. april 1st would be that sooner than later.....please. it would be a great graduation present for kona's daughter..
sbv/vcsy/8? ploinks and puddle for security? including edge server for additional processing/intebration?
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Microsoft (MSFT) took another step in its race to add generative AI capabilities to its array of enterprise products on Wednesday, announcing the availability of its Microsoft Copilot for Security platform.
The service, which hits the market April 1, is meant to help cybersecurity professionals better understand security threats and cut down on the time it takes to discover security issues. The platform has been in public preview since November 2023.
“Copilot is informed by large-scale data and threat intelligence, including more than 78 trillion security signals processed by Microsoft each day, and coupled with large language models to deliver tailored insights and guide next steps,” Vasu Jakkal, Microsoft corporate vice president of security, said in a statement.
Copilot for Security is powered by OpenAI’s GPT-4, as well as Microsoft’s own AI models, and integrates into Microsoft Sentinel and Microsoft Defender XDR.
Microsoft’s Sentinel is a platform that allows cybersecurity professionals to detect and hunt for threats, while Microsoft Defender helps them protect against, and address, attacks. Microsoft Security Copilot provides a means for cybersecurity workers to ask questions about threats and attacks and get responses based on whether and where potential attacks can or have hit an enterprise’s systems.
Microsoft and its OEM partners are adding a new Copilot button to Windows laptop and desktop keyboards as the AI PC generation kicks off. (Image: Microsoft)
Microsoft and its OEM partners are adding a new Copilot button to Windows laptop and desktop keyboards as the AI PC generation kicks off. (Microsoft) (Microsoft)
In addition to making Copilot for Security available for general purchase, Microsoft said it is adding new features to the platform including the ability for users to create their own generative AI prompts for their businesses and add third-party software integrations, as well as support for prompts and responses in eight languages.
To bolster its pitch for Copilot for Security, Microsoft is also releasing a new study that it says shows cybersecurity professionals not only benefit from Copilot, but want to continue using it.
The study, which Microsoft says focused on experienced security professionals, found that workers were 22% faster with Copilot and 7% more accurate across all tasks while using the software. Microsoft says 97% of those surveyed said they want to use Copilot the next time they do the same task.
Microsoft’s Copilots, generative AI-powered apps, are currently available in preview or for general access across a slew of Microsoft’s software segments including finance, customer relationship management, cloud computing, productivity, Windows 11, and more.
The general idea is for Microsoft to integrate Copilots, or at least generative AI, into each of its products as it seeks to squeeze the most out of its multiyear, multibillion-dollar investments in ChatGPT developer OpenAI.
Subscribe to the Yahoo Finance Tech newsletter.
Subscribe to the Yahoo Finance Tech newsletter. (Yahoo Finance)
Microsoft got off to an early lead in the generative AI wars thanks to its work with OpenAI, but the competition is catching up. In February, Alphabet’s Google (GOOG, GOOGL) debuted its Gemini Business, a $20-per-month add-on for its Gemini for Workspace productivity suite. The company also offers Gemini Enterprise, a $30-per-month add-on for Gemini for Workspace with enhanced features for meeting summaries and transcriptions.
And last week, Salesforce (CRM) announced two new healthcare programs running on its AI-powered Einstein 1 Platform.
Amazon (AMZN) is also offering its own generative AI capabilities, setting up yet another front in the cloud wars between the two tech behemoths.
Daniel Howley is the tech editor at Yahoo Finance. He's been covering the tech industry since 2011. You can follow him on Twitter @DanielHowley."
cruz now able to go forward?:Adaptive optical imaging with entangled photons
PATRICK CAMERON HTTPS://ORCID.ORG/0009-0000-3954-3860 , BAPTISTE COURME HTTPS://ORCID.ORG/0000-0001-5649-8563, CHLOÉ VERNIÈRE HTTPS://ORCID.ORG/0000-0001-8448-2139, RAJ PANDYA, DANIELE FACCIO HTTPS://ORCID.ORG/0000-0001-8397-334X, AND HUGO DEFIENNE HTTPS://ORCID.ORG/0000-0002-5543-2885 Authors Info & Affiliations
SCIENCE
7 Mar 2024
Vol 383, Issue 6687
pp. 1142-1148
DOI: 10.1126/science.adk7825
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Adaptive optics provides a way to remove aberrations from imaging systems and has revolutionized imaging applications ranging from astronomy to microscopy. Typically, a “guide star” is required, and a deformable mirror or spatial light modulator corrects the distortions in the propagating wavefront, resulting in a sharp image. However, not all samples or imaging systems are amenable to a guide star. Cameron et al. show that entangled photons can be used in adaptive optics, demonstrating the ability to remove aberrations in biological samples without the need for a guide star. Such quantum adaptive optics is a powerful tool for imaging biological samples in the presence of aberrations. —Ian S. Osborne
first to the second computer.........a modular such. copilot says. "Microsoft has indeed made significant strides in the CPaaS (Communications Platform as a Service) domain. Let’s delve into the details:
Azure Communication Services (ACS): Microsoft introduced ACS as a CPaaS offering. It leverages the robust Microsoft cloud infrastructure to empower enterprises with seamless communication capabilities. With just a few lines of code, developers can integrate voice calls, video calls, chat, SMS messaging, and even email functionalities into their desktop applications, mobile apps, and websites12."
cpaas uses outbound communications messaging which is not requested by recipient, other than passively allowing ads and info pops during their prime video? therefore, data like a browser but not......lol.
alibaba, b5 journal today, spending 700 million us $ on promotion of digital content in hongkong...? gateway to china? internal consumption of their movies, dramas, events.....is big and falls into line with their make it in china efforts.
quantum sensors...now add apple's R1/M2 processor arrangement...including the soder bump electrical connections. add metamaterial optical alu and titanium memristor.
now add novocure electromagnetic manipulation of remote objects/atoms? and the configuration of geometry?
we just got to get recognition and payment.
so, it seems you're keen on the topic? lol.
the mascot of signal was/is a big crow..... interesting.
signal group chat and ploinks/puddle?
https://en.wikipedia.org/wiki/Open_Whisper_Systems
got bought by twitter......2011. now is open source?
opentext is partner of signal protocol...
back to v ip.
eu dma forcing encryption interop...enter signal protocol. now used by signal messenger, whatsapp, google message, fb messenger and skype, but not apple...
same issue as vip and valde. but now apple being pushed by dma to get interop.
signal was started 2013...
v ip early on translation of bridge connected users as i remember.
lawsuit and lg saying it's in there but not turned on...what is it? some signal for translation/transformation? where would apple get theirs from? maybe ibm which was/is? vcsy partner? watson ip? that which is generative ai withoout the generative response? more like a browser? wags.
open whisper ip was a 'transformational' ip not translating as determined by 744 familly of patents and uspto...transformation....
i'm trying to find the connectin of open whisper to open text.......opentext now with hp/interwoven/v ip via microfocus? and then from whom the money/royalties would come? wags. or , something like that.
add memristor ip to the stack? avoid emp and other forces? use the carbon layer shield used in the solar explorer?
new uses in the space race/sat and space stuff.
photonics and spanish r and d and separately a us airforce 'wormhole' article back a few years?
reboot the cruz patent.....minimize the images, then enlarge them.....no special channel doping?
now we have ai to correct the picture, maybe not relying on a library of such?
maybe , yes...lol. by patent protection in usa, versus outside of usa? or digital privacy rules or rules to be in usa and other countries. avoid legal issues?
hey, but, .........alcoa buying australian aluminum miner/baxite.. might it be to make the purer aluminum of elysis? apple is a partner there of and has a new product announcement in 3 months or so. thinking that creating metamaterials alu which are said to be a boon to photonics. the same photonics for communications in soc and outside....like self generated wormholes and nano explorer robots, piloted from earth?
interstellar showed space ship trying to explore a huge portion of galaxy themselves.....if feasible better with nano crafts?
also, better robotic navigation and collision avoidance and overall driving?
goes with the apple R1/M2....wags.
ploinks usa rules?
"Can I exchange SMS messages with international contacts?
In 8x8 Work, you can receive SMS messages from any global phone number.
However, using 8x8 Work you can only send messages to numbers in the United States and Canada."
new apple ip in a couple months. ? R1 and M2? with mle/transformer to xml? robotics/automation with vision/hearing/touch/heat/etc sensors. motion and nonlinear motion? car manufacturers now a dime a dozen. more money in providing the hardware /software for the nav systems and safety and entertainment?.. apps and such. app stores make the money. the more competition the more money, the less monopoly accusations.
besides wade's texas supreme court ruling, the eu and apple app stores? wags. soon, they tell us.
744 and first to the second computer. msft licensee along with samsung, lg, hp, interwoven. digital marketing act/dma.....interop and 3rd party app stores. apple and apps stores, msft doesn't like the fees? apple to allow app sideloading from approved sites.
msft teams is the app store. using v ip to ensure qos of download? data flows like a browser but isn't.
hastens back to the old gaming days of v ip? msft and meta not happy with the fees involved with the apple entry points for their apps? also, rules of play/operation? ? sharing profit from gaming?
obfuscation, dithering will clear up the picture?, see the definition of dithering. all these years i was way off. "Dithering:
Dithering is a technique used in digital media to reduce artifacts caused by quantization or color reduction.
When converting images or audio to a limited range of colors or bit depths, dithering introduces controlled noise.
Instead of abrupt transitions, dithering creates smoother gradients, making the result visually more pleasing.
For example, when reducing a photograph to a 16-color palette, dithering ensures better color transitions"
sbv friends and family include broadcom, qualcomm, etc. thinking communications server..virtual, hypervisor, ability to use distributed data resources like one, first to the second with fidelity and speed and ability to repeat if neccessary? data flows to it like a browser but not....... generative ai and general intelligence. my wags.
in particular , congrats to you and daughter. once in a lifetime experience.
congrats to all. the big deal will be choosing?
ot, merck talking up keytruda subcut injection to replace infusion due to the patent running out. inovio has patent for keytruda subcut with electroporation. both dna/rna/and antibody formations.
sbv friend is broadcom.........communication server.
744 , first to the second, is potentially a hypervisor for virtualization of computing services. first to the second device or hypervisior, which then logically creates others of itself image...........would help the parallel work of patches for visual transformers patches parallel processing?