#ondevice

[govindhtech]

Using Intelligent Computers Drive Wave of Generative AI

Deploying clever computers everywhere to fuel the revolution in generative AI Artificial intelligence that generates new waves is revolutionary and has the potential to boost the world economy by $2.6 to $4.4 trillion a year. Generative AI will be spread across the cloud and edge devices, including PCs, smartphones, automobiles, and industrial IoT, in order to reach its full potential. Reactive AI on-device will provide improved responsiveness, more accurate customization, higher dependability, and improved privacy. All around us, intelligent computing creates more chances to participate in the digital economy. The age of generative artificial intelligence (AI) is arrived. The rate at which generative AI is being developed and used is unparalleled, and when these technologies become essential business enablers and companions, their effects will be revolutionary. Actually, roughly ninety-three of the nation’s corporations will be employing generative AI throughout the course of the next five years to strengthen learning, automating tedious tasks, and foster imaginative thinking. As a result, the economic output of the United Kingdom was $3.1 trillion in 2021. McKinsey projects that technological advancements could bring in $2.6 to a trillion dollars annually across over fifty use cases.

Although most generative AI work has been concentrated on the cloud, and the cloud will remain essential, generative AI is rapidly developing to operate directly on devices, such as PCs, smartphones, cars, mixed reality and Internet of Things devices, Wi-Fi access points, and more. This is essential to achieving the promise of generative AI as a digital transformation accelerator.

Beginning this year, you anticipate a sharp increase in the number of low-cost devices such as smartphones, PCs, mixed reality, Internet of Things (IoT) gadgets, and network equipment that are capable of locally running generative AI models. Technology has a special place in society because it can use generative AI to improve responsiveness, accuracy in customisation, dependability, and privacy.

Furthermore, generative AI will be able to run everywhere and be proactive thanks to the effectiveness and efficient AI capabilities of gadgets. Digital assistants may be programmed to anticipate users’ demands instead of only responding to clicks and taps. Utilizing these features, apps are in the works that will open up whole new experiences and applications centered on corporate applications, productivity, content creation, education, research and development, and more.

Applications on edge AI Applications may run constantly using on-device and edge AI, which allows them to leverage free external data and learn about the user, their preferences, and their habits. This crucial background and material may help provide consumers with more customized, targeted, and relevant solutions, especially for important subjects like healthcare and education.

Additionally, on-device AI reduces latency by doing calculations locally and boosts dependability by enabling query execution at any time and from any location. Applications that need to make decisions quickly, including voice assistants, augmented reality, and gaming, depend on this faster reaction.

On-device generative AI Maintaining the privacy of sensitive and private data will be essential as generative AI becomes more widely used. The ability to keep queries and private and proprietary data on the device (or on-premise utilizing private edge clouds) is a major advantage of on-device and edge AI. For commercial and consumer apps alike to be widely trusted and used, this improved privacy and security is crucial.

It also aids in addressing the need to abide by privacy laws, including the GDPR of the European Union. Undoubtedly, cautious execution will be necessary to strike a balance between the advantages and user data protection.

Everywhere there is intelligent computing One of the most significant developments in computing, from the cloud to gadgets, is generative AI. Devices and the cloud will combine to increase human potential.

To achieve maximum performance and efficiency across use cases, workloads are distributed and coordinated across cloud and edge devices in a hybrid AI strategy. The device may provide the cloud an advantage when they both use the same generative AI model. Because the AI application has real-time context about the user, the data on the device also makes it more accurate.

Data center expenses may be reduced by increasing the usage of distributed computing and processing more AI on-device or in a hybrid manner.

lower expenses for the environment and infrastructure The infrastructural and environmental expenses of data centers are lessened by on-device and edge AI. By 2028, the yearly cost of an AI data center might surpass $76 billion globally. However, Tirias Research claims that the cost of an AI data center globally would drop by $15 billion if 20% of the workloads related to generative AI processing could be offloaded by executing on the device or via hybrid processing.

Furthermore, a research discovered that the power needed to make a single AI-generated picture on the cloud may equal that needed to charge a smartphone. Using an improved AI model, we tested a commercial smartphone and were able to produce over 400 photographs on a single battery charge, demonstrating the energy efficiency of running AI on mobile devices.

Globally enabling generative AI A new generation of constantly connected, intelligent, and capable devices will support communities in fostering innovation and sustainable development, unlocking efficiencies, boosting productivity, and opening up new business opportunities as they grow at the edge and collaborate with the cloud. Along with PCs, smart cars, and other devices, cellphones are widely available, which creates a big possibility for people, businesses, and countries to profit from generative AI. More chances to participate in the digital economy are created when intelligent computing is made available everywhere.

Read more on Govindhtech.com

[stock-dehko]

Interview with Apple's Craig Federighi on the new privacy features announced at WWDC, from Private Relay to Hide My Email and Siri on-device processing (Michael Grothaus/Fast Company)

Interview with Apple’s Craig Federighi on the new privacy features announced at WWDC, from Private Relay to Hide My Email and Siri on-device processing (Michael Grothaus/Fast Company)

About This Page This is a Techmeme archive page. It shows how the site appeared at 5:15 PM ET, June 7, 2021. The most current version of the site as always is available at our home page. To view an earlier snapshot click here and then modify the date indicated. From Mediagazer Kerry Flynn / CNN: New York Magazine: Todd Spangler / Variety: Source link

[moneyhealthfinance-blog]

Qualcomm claims its on-device voice recognition is 95% accurate

Qualcomm claims its on-device voice recognition is 95% accurate

At the Re-Work Deep Learning Summit in Boston, Chris Lott, an artificial intelligence researcher at Qualcomm, gave a glimpse into his team’s work on a state-of-the-air voice recognition program.

The system, which works locally on a smartphone or other portable device, comprises two kinds of neural networks: a recurrent neural network (RNN) which uses its internal state, or memory, to process…

[readnewseveryday]

Samsung’s new mobile processor has an NPU for on-device AI processing

Samsung’s new mobile processor has an NPU for on-device AI processing

Samsung’s new mobile processor has an NPU for on-device AI processing

Samsung just unveiled its latest mobile processor, the Exynos 9820 which boasts a fourth-gen custom CPU, 2Gbps LTE Advanced Pro modem and an enhanced neural processing unit (NPU). 

According to the South Korean company, the new NPU can perform AI tasks around 7 times faster than its predecessor. It will also enable a variety…

[justyournewsworld]

Google says it is bringing Assistant to Android Messages and it will utilize on-device AI so that no conversations will be sent to Google (Jimmy Westenberg/Android Authority)

Jimmy Westenberg / Android Authority: Google says it is bringing Assistant to Android Messages and it will utilize on-device AI so that no conversations will be sent to Google  —  The Google Assistant is everywhere.  To access it on your Android phone, you can either long-press your phone’s home button, use the “Okay, Google” …

[shruti148]

Reasons Why Car Battery Can Drain Sooner than Expected

A car battery is a crucial component of your car as it provides your car with the required zap of electricity to help it start and put all electrical components to work. Therefore, its importance can’t be denied. Now imagine a situation, you need to reach somewhere urgently and your car refuses to start. After a while, you realise that the ignition is frail, headlights are dim, and the engine is not getting enough power to start. All these are the signs of a dead battery. If it has happened sooner than expected, then you are probably making the following mistakes which are also the main reasons why your car battery has drained sooner than expected.

Let’s take a glance at them:

Leaving the Car Headlights on

This is the mistake that even most seasoned drivers have made at some point in their lifetime. Accidentally leaving the headlights on after parking can be one of the main causes behind draining out of a car battery, sooner than expected. Now leading car battery companies in India, with their hassle-free maintenance technology, have made battery draining issues a thing of the past.

Forgetting to Plug out Devices You Put on Charging

Leaving devices charging for long hours can be a reason for the car battery draining out soon than expected. It is a common habit that we forget to plug out or leave the smartphone or tablet charging unknowingly on battery mode. As a result, these devices consume all the battery power when left ignored for a long period.

Accidently Leaving the Music System On

Devices like the music system require a constant supply of power to play your favourite tunes. And the source it draws power from is of course your car battery. Playing music without starting the car engine is one of the most common mistakes that most individuals tend to make at some point in their lifetime.

Faulty Charging

This one is not a mistake but a fault in your car's charging system. If it is faulty, the car battery will drain sooner than expected. Therefore, it is always advised to have it checked during the routine servicing to see if the charging system is working properly.

Keep the aforementioned points in mind to avoid car battery draining issues and for replacement batteries, always consider reputed brands like Amara Raja, a leading manufacturer of the electric vehicle battery.

[shlipayadavblog]

Samsung India to recruit over 1,000 engineers from IITs, top colleges

Resuming its annual campus hiring activity post pandemic, Samsung India is planning to recruit over 1,000 engineers from the Indian Institutes of Technology (IITs) and other top engineering colleges this hiring season.

To be recruited for its three R&D centres in India, the young engineers will work on domains such as artificial intelligence (AI), machine learning (ML), Internet of Things (IoT), deep learning, networks, image processing, cloud, data analysis, OnDevice AI as well as camera technologies.

"Samsung has been in India for over 25 years now and our R&D centers in India are amongst the largest outside of Korea. The R&D segment in India has evolved over the past few years and we have focused on the roles that help us innovate for the future and create unique solutions. Our talented engineers will continue to work with teams across the globe ensuring they get international exposure and appropriate mentorship. This year, we plan to hire over 1,000 engineers and have already extended 250 PPOs to engineers at IITs and other top institutions," said Sameer Wadhawan, Senior Vice President and Head, Human Resources, Samsung India.

For its three R&D centres in Bengaluru, Noida and Delhi, Samsung will hire around 260 engineers from IIT campuses in Delhi, Kanpur, Mumbai, Madras, Guwahati, Kharagpur, BHU, Roorkee and other newer IITs while the rest of the hiring will be from other top engineering colleges such as BITS Pilani, IIITs and NITs, among others.

[moneyhealthfinance-blog]

SenseTime, Qualcomm to Collaborate to Drive On-Device Artificial Intelligence

SenseTime, Qualcomm to Collaborate to Drive On-Device Artificial Intelligence

SAN DIEGO, Oct. 20 — Qualcomm, a developer and innovator of advanced wireless technologies, products and services, issued the following news release: SenseTime Group Limited and Qualcomm Technologies, Inc., a subsidiary of Qualcomm Incorporated (NASDAQ: QCOM), today announced plans to collaborate on artificial intelligence (AI) and machine learning (ML) for future mobile and IoT produc……

[gadgethelpline]

New Post has been published on https://is.gd/5ligKg

Facebook AI - Opensourcely Hoping To Be On Our Devices?

Facebook AI, keeping your data safe while reading your private messages. Facebook and encryption, kind of an oxymoron right? What …Read more

#AiOnEdge, #Encryption, #FacebookAi, #OnDevice, #Surveillance

[hackernewsrobot]

Show HN: Ondevice SSH – Terminal emulator for devices without public IP address

https://ondevice.io Comments

[techmuzz]

#Apple reportedly acquires Xnor.ai to boost #ondevice #AI

[newbeltane]

Tweeted

Hey OnDevice App thanks for the follow!

— Steven Dale (@celtxian) January 11, 2018

[ossig]

Finished Reading: WWW: Ondevice — сервис, который дает простой доступ к машинам во внутренней сети

https://ift.tt/2MuHMmE via Read it Later (September 14, 2018 at 11:18PM )

[securitynewswire]

OnDevice Authentication Month A Range of PostPassword Solutions findBIOMETRICS

SNPX.com : http://dlvr.it/QTHXtT

[love-slck]

Plex v6.15 adds on-device audio transcoding, local streaming to Chromecast, and more

Plex v6.15 adds on-device audio transcoding, local streaming to Chromecast, and more

On the heels of a new Chromecast UI rolling out to everyone, Plex is starting a staged rollout of a new version of the Android app. This one comes with a few significant changes that make your smartphone more capable for playback and streaming. You can finally do some on-the-fly transcoding from Android, and local files work with casting.

The new update is v6.15, and here’s the full changelog.

[post-sapiens]

via Published articles