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A New Breeding Ground For AI Apps, At The Intersection Of Knowledge And Scarcity

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Intersect of Knowledge & Scarcity - knowledge based AI

Artificial Intelligence bestows you the ability to scale wisdom. By corresponding the knowledge required to accomplish a chore against the absence of resources to execute it, you conspire with ample prospects for AI. Further, with the abundant availability of data and shortage of human resources to analyse them, AI is putting up a stage of opportunities for all.

Lately, I have had a great opportunity to interact with the IoT Marketing Global Lead for Intel, Alexis Crowell. And we conversed about challenges and prospects round and about AI adoption and how service issues are really assisting drive the knowledge-based AI forward.

Prospects and Challenges 

Currently, Intel is at a position that shows a prospect of having 75% of AI onboard soon, fetching more horsepower to the juncture of data creation. However, what Alexis said was also worth noting that it isn’t feasible to appoint people to analyse such a high amount of data. In fact, the ratio of data output and people available aren’t corresponding. 

To be honest, you can practically heap the challenges around knowledge base artificial intelligence edge elaboration with the drivers controlling the computing models. Therefore, the very things making the edge so desirable are also the cause of the difficulty. And that’s:

Web needs & mounting bandwidth

Scarcity of actionable insights

Machines breeding extensive data device multiplication aviating

Web tie-ups and latency

Fortunately, Intel holds a raft of use cases, having all successfully used knowledge-based AI at the edge, fetching solutions in this wilderness of extensive data. 

While in retail, Tesco has been embracing Natural Language Processing (NLP) to provide accessible custom services for their consumers with knowledge base artificial intelligence. On the other hand, AI at airports has been helping keep traffic flowing safely.

With its enormous “brownfield” of present infrastructure, large-scale retrofits are challenging to make expense feasible in the automotive drive. 

Likewise, edge computing knowledge-based AI use cases find abodes in the oil and gas enterprise, where anticipated supervision is mandated underwater, and negligence is fateful to the enterprise and environment. 

Right now, even fast food is evolving AI use cases. For instance, one consumer Alexis talked about was sampling cloud-connected devices that can be remotely controlled, therefore decreasing the chore load on-site.

How Can You Make Data More Useful?

As the industries turn themselves into an AI breeding ground, the solution to what one is supposed to do with the accumulated data has also intensified. Alexis said that there is no specified key for the lock on this very note. He said the solution undoubtedly varies from customer to customer and use case, at least for now.  

One excellent instance of creating more valuable data occurs at GE Healthcare, a long-time Intel associate. Healthcare is an untamed conjunction end because there are never sufficient medics or radiologists, particularly in the more rural environments. Employing AI at the edge can quicken time to diagnosis, which eventually enhances the grade and pace of comprehensive patient care.

Hereafter

Alexis believes the future darts an optimistic prospectus for AI at the edge. She says that one of the greatest understandings is that consumers ought to be obtaining the most out of their infrastructure.

Embracing Intel’s Xeon will directly avail you to fasten the process and possibly help absorb the new normal.

Related Reading:
Join the entire podcast of my conversation with Alexis Crowell

Tune into the full podcast of my conversation with Alexis Crowell

Intel customer spotlight – Intel & GE Healthcare: https://intel.ly/3kA5K0Z

Intel customer spotlight – Intel & Audi Industry 4.0: https://intel.ly/2FQtWNH

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NEC recognised as Top Ten Champion in AI Ethics & Governance Certification

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NEC Asia Pacific, the regional headquarters for Tokyo head quartered information and communications technology provider NEC Corporation, has been recognised as one of the Singapore Computer Society’s (SCS) inaugural top ten champions in “AI Ethics & Governance Certification” during the 2022 Tech3 Forum, an annual business & technology event organised and run by SCS in partnership with Singapore’s Infocomm Media Development Authority (IMDA).

This certification recognises efforts to encourage professional development in AI Ethics & Governance in the workplace, and commitment towards building an effective and trusted AI ecosystem.

As a result of the pace at which AI adoption across all facets of society is increasing, there is a very real need to foster public trust in AI, to allow organisations to unlock its full potential.

All nations governments and societies have of late engaged in broad discussion and global debate pertaining to the topics surrounding Artificial Intelligence, none more so that those relating to data privacy and how privacy as a whole plays a role in relation to AI utilisation and advancement of related technologies and services.

In response to the need to address such challenges, in particular those which may arise from the rapid developments and advancement in AI and technology taking place in today’s world, NEC established a Data Distribution Strategy Office in April 2017.

This was closely followed the following year by the establishment of NEC’s Digital Trust Business Strategy Division in October 2018, and in 2019, NEC also unveiled the formation of the NEC Group AI and Human Rights Principles. NEC has since developed business activities based on those principles.

As a leading tech society for industry professionals in Singapore, the SCS received support from IMDA in in 2020 to develop the world’s first AI Ethics Body of Knowledge in anticipation of the wider use of AI.

Following this, the SCS announced in 2021 a new joint AI Ethics & Governance Certification programme with Nanyang Technological University (NTU), with the aim of guiding and educating businesses and professionals on a wide range of topics relating to the development, deployment and use of responsible AI.

In relation to being awarded the SCS AI Ethics & Governance Certification, NEC APAC’s Managing Director, Teh Chong Mien stated, “NEC has aligned our mission based on Singapore’s Smart Nation vision. and we are committed to helping Singapore achieve its goals outlined in its National AI Strategy. We will do our best to realise a safer and brighter world by engaging the relevant stakeholders to build a robust digital trust framework based on ethics and human-centric technology.”

These principles will guide employees of NEC to prioritise privacy and human rights considerations in each and every stage of the NEC Group’s business operations along with compliance with all relevant laws and regulations globally.

In accordance with these principles, the NEC Group is committed to the three following initiatives:

  1. Ensure that all products and services are implemented and utilised by NEC employees, customers and partners appropriately
  2. Continue to develop advanced technology and talent to further promote AI utilisation
  3. Engage with a range of stakeholders to build partnerships and collaborate with closely

NEC has in fact enrolled its Singapore-based leadership team and their team of developers in the SCS and NTU certification programme, to capitalise on the many synergies between NEC’s Group AI and Human Rights Principles which prioritise privacy and human rights in relation to the utilisation of AI and biometrics data.

SCS President, Sam Liew, was recently quoted to have said, “We are heartened to have partners such as NEC play a leading role in supporting Singapore’s AI ecosystem, and we welcome all organisations to join us in growing the pool of AI Ethics professionals in Singapore.”

NEC promotes its Social Solution Business through the utilisation of advanced AI solutions from “NEC the WISE” (refer to Note 2), IoT technologies, and “Bio-Idiom” (refer to Note 3), which enables instant authentication using face, iris, fingerprint, palm print, pulse, and acoustic data.

Further information available via the full NEC press release:

http://bit.ly/nec-scs-ai-ethics-award-2022

About NEC Corporation

NEC Corporation is a leader in the integration of IT and network technologies that benefit businesses and people around the world. The NEC Group globally provides “Solutions for Society” that promote the safety, security, efficiency and equality of society. Under the company’s corporate message of “Orchestrating a brighter world,” NEC aims to help solve a wide range of challenging issues and to create new social value for the changing world of tomorrow.

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Rebounding for the data-driven fate with FPGA and eASICS

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Field Programmable Gate Array Technology

Data is now the new driving force of the modern world. How well your business performs or what its rank could be on the performance list entirely depends on how you leverage the data available, involving emerging tools such as ML, AI, and cloud! Such forces have, in turn, lit up a stand for Field Programmable Gate Arrays (FPGAs). 

Lately, I have had a great fortune to sit down and have an in-depth discussion with Jim Dworkin, the senior director of the cloud business unit in the Programmable Solutions Group at Intel. During our discussion, even Jim asserted that in order to unlock the potential of data, we need to embrace the latest FPGA technology. 

Further, having the modern architecture out into the right place now could easily uncover the paths to get things right. Perhaps, we need to educate ourselves on the ‘hardwiring’ of data flow to ensure we can appropriately leverage the power of data, speed time to market, diminish the costs of ownership, and a lot more that could take the businesses to new heights. 

For example, the technology Intel has been offering has virtually evolved “off-the-shelf”, so competent than ever before that it can now solve specific infrastructure or business problems.

With the embracement of FPGA latest technology and eASICs(the Intel tech discussed above), there has been an acceleration in infrastructure use cases (SmartNICs). So, what is SmartNICs? Well, SmartNICs is a programmable accelerator. It holds the capability to centre all the networking data with the utmost security and proffering storage flexibility and efficiency at the same time. 

Having SmartNIC onboard businesses hold enough power to handle more refined infrastructure workloads using cloud hosts, churning of wastage of time, and saving more resources. Besides, SmartNICs also furnish great value towards nurturing virtualized assistance, such as multi-tenant shared cloud and more.

Perhaps with hyper-scalers’ mushrooming, the overhead of network infrastructure might turn daunting. But the applications of FPGA have helped manage that. 

Apart from this, Intel has also come up with FPGA cloud SmartNIC platforms that replicate the hyper-scalers’ used architectures. So, how does it operate? 

This platform integrates Intel high-performance Stratix 10 FPGA with an Intel Xeon D processor that works together on the SmartNIC card, enabling virtual switching by offering the Tier-2 data centres a mass-market solution. 

Intel has also been heavily sponsoring more efficient AI via recommender systems and natural language processing. It has even established a more robust form of FPGA, which is able to interpret voice coder inputs. 

Jim contends that the enactment of a GPU manages to be modal and established on the micro-architecture constructed around it, irrespective of their power. Therefore if it shifts from an optimization point, latencies might rise, negatively impacting the performance of speech processing. 

FPGA applications are virtually inexhaustible, particularly with FPGA transition reaching up to par with software programming in ease of usage. 

Jim is optimistic about exploding evolution. He believes people wouldn’t be asking what SmartNIC platforms are. Instead would be keener towards knowing how transformative it could be. But if you ask me, I would still say the real excitement lies in accessing Intel’s technology and then jumping to Microsoft Azure to revise and enjoy leaner and faster service completely.

With his extensive product knowledge of large-scale integration work, Jim puts it; we must decode problems at a strategic level and not in a microcosm.

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Conversation With Jim Dworkin, Senior Director Cloud Business Unit, Intel PSG

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I recently had the opportunity to catch up with Jim Dworkin, who is the Sr. Director of Cloud Business Unit at Intel PSG, to discuss the recent news, insights, FPGA trends, and offerings surrounding Field Programable Gate Arrays (FPGAs) from Intel and related topics such as Data Centres, Infrastructure from Servers to Networks, to the Internet of Things, Edge networking  Artificial Intelligence, compute and much more.

In this episode of our podcast show, Jim and I delve into a wide range of business and technology insights around how key CXO and Senior Business & Technology decision-makers can obtain immediate real-world business benefits by taking advantage of the tremendous technology and supporting ecosystem or partners, integrators, and others and Intel teams globally – this show covers many recent trends in FPGA is you can not miss, please do tune in it today!

Here are a few of the important points from our show:

  1. Latest macro FGPA Trends driving development/adoption of FPGAs/eASICs

We kick off with Jim sharing insights around what he and his team at Intel are currently seeing worldwide, as far as the latest macro trends driving the development/adoption of FPGAs/eASICs are concerned.

Jim also clarifies what an FPGA is, what Intel’s eASICS are, and where they each fit in the respective spaces around development, design, implementation, going into production, and more – a phenomenal overview to set the scene for this fantastic discussion.

  1. Obstacles & happenings around the adoption of FPGAs/eASICs and market readiness

I ask Jim to share his take on the key hurdles & opportunities he and his team at Intel PSG, and related teams at intel, are seeing worldwide concerning the uptake and adoption of FPGAs/eASICs and market readiness.

  1. How Intel customers/partners see success with FPGAs/eASICs

Jim gives us an extraordinary briefing level summary of how Intel customers and partners see success with FPGAs/eASICs, as well as some great actionable takeaways listeners can put in place within their own organisations to gain real business and technology benefits over a wide range of key areas in both Information Technology as well as Operational Technology systems and environments.

This conversation covers a broad range of news and detail about Intel’s FPGA solutions business, and technology decision-makers should pay attention. PushPLAY now and tune into this great conversation. If you have any questions, reach out at any time via any of the usual channels such as Facebook, LinkedIn, Twitter, and others. We’d love to start a conversation and perhaps connect you with the best people at Intel to support your organisation’s outcomes.

This podcast covering Intel FPGA News was created in association with Intel.

Explore:

 Intel® FPGA Homepage: https://intel.ly/3gRRXm5

– Real-Time Text To Speech Synthesis Using Intel® Stratix® 10 NX FPGA (Video): https://intel.ly/37pjDLS

– Real-Time Text To Speech Synthesis Using Intel® Stratix® 10 NX FPGA (White Paper): https://intel.ly/3mo5PW3

– Pushing AI Boundaries with Scalable Compute-Focused FPGAs (White Paper): https://intel.ly/3gRZLnI

 

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