Tanzania cbank says it is working on president’s cryptocurrency push – Reuters

DAR ES SALAAM, June 25 (Reuters) - Tanzania's central bank has said it is working on President Samia Suluhu Hassan's directive to prepare for cryptocurrencies, pointing to a possible reversal of a ban it put in place in 2019.

The new president, who came to power after the death of her predecessor in March, said this month the arrival of digital currencies in the East Africa nation was inevitable.

"In the financial sector, we have witnessed the emergence of blockchain technology or cryptocurrency," Hassan said during the opening a new central bank branch in the northern town of Mwanza this month.

"Many countries in the world have not accepted or started using these currencies. However, I would like to advise the central bank to start working on those issues. Just be prepared."

Her comments made shortly after El Salvador became the first country in the world to adopt bitcoin as a legal tender, prompted fresh debate over the role of cryptocurrencies in economies and remittance transfers. read more

Tanzania's central bank banned cryptocurrencies in November 2019, saying they were not recognised by local law, but it now says it is adapting following the president's comments.

"The bank is working on the directives given," a Bank of Tanzania spokesperson told Reuters this week, declining to give further detail.

GRADUAL PREPARATIONS

The spokesperson did not respond to questions on whether the bank plans to adopt existing cryptocurrencies such as bitcoin, or was looking to issue its own digital currency as China has done.

Hassan's comments reflect her much more open attitude to foreign investment, a shift from the stance of her predecessor John Magufuli, who tussled with foreign gold miners and even locked horns with neighbouring Kenya over access to the market.

Tanzania Bankers' Association chairman Abdulmajid Nsekela welcomed Hassan's push, for the $63 billion economy still relies heavily on cash transactions.

"The most challenging element for regulators is to be caught by surprise by innovations," he said. Gradual preparations would help the central bank assess the risks and come up with ways of addressing them in advance, he added.

Analysts warned that progress might be slow.

"The change in tone from Tanzania's president is clear, but wait to see whether the central bank will take concrete steps towards embracing cryptocurrencies," said Faith Mwangi, an analyst at Tellimer.

Mwangi pointed to Uganda, where President Yoweri Museveni made similar comments back in 2017, but the central bank has yet to rescind its ban on cryptocurrencies.

Reporting by Nuzulack Dausen in Dar es Salaam and Duncan Miriri in Nairobi; Additional reporting by Omar Mohammed; Writing by Duncan Miriri; Editing by Karin Strohecker and Andrew Heavens

Our Standards: The Thomson Reuters Trust Principles.

Read this article:

Tanzania cbank says it is working on president's cryptocurrency push - Reuters

Top 10 Cryptocurrency Trends in 2021 Everyone Should Know – Analytics Insight

2020 was a remarkable year for cryptocurrency as COVID-19 accelerated the digital transformation. No doubt, 2021 is also witnessing major breakthroughs and achievements as cryptocurrency trends are shaping the future of finance. We are halfway through 2021, but new developments in the crypto world are emerging each day. In the next six months, we can expect more crypto adoption and top cryptocurrency trends ruling the crypto space.

If you are a crypto enthusiast, you should know the top crypto trends for better investment decisions. Here are the top 10 cryptocurrency market trends in 2021 for everyone to watch out for.

Decentralized financial services or DeFi projects will be one of the biggest trends in the crypto world in 2021. DeFi projects have built a strong foundation in the financial field lately. Moreover, experts believe that DeFi will be one of the key drivers for the accelerated adoption of digital storage of assets or tokenization. Also, with the growth of Ethereum (built on DeFi protocols), DeFi will also boom.

In 2020, the volume of stablecoins in circulation was increased by 500%. Dollar pegged stablecoins will see more light of the day in 2021 with Tether and USDC being the market leaders. Stablecoins are one of the trending crypto coins today. With the advantages that stablecoins offer, more investors are investing in them to protect themselves from usual crypto market volatility.

This bubble is definitely growing bigger with the increased adoption of cryptocurrency from different countries across the world. Still today, crypto taxation is ambiguous. But, this year, we might see crypto standard crypto regulations that will govern crypto activities and transactions. This crypto market trend will come into effect soon.

Experts say that with regulations coming into the picture, central banks will also be a part of the game with the introduction of Central Bank Digital Currencies (CBDCs). This can also become the future of payments and finance. You must have heard of China creating its own digital money digital yuan. Similarly, other countries such as the USA, UK, Europe, etc. are attempting to create tokenized money.

Growing cryptocurrencies may test their waters for IPOs. With crypto exchanges also growing in popularity, even they would go public. This might make crypto a well-established market with major players defining the scope.

Crypto lovers are desperately looking forward to the ETF this year. However, it might take some time as the US SEC has rejected its decision on ETFs for a long time now. Nonetheless, if ETFs get approved, more traders will invest in cryptocurrencies instead of having exchange wallets. This will bring a boom in the crypto world.

NFTs are digital assets representing products in the real as well as the digital world. It is quite useful for people who wish to trade items as they can avoid the complex onboarding process of a centralized platform to trade them. NFTs are already widely being used in the art and gaming industry. This year, we will see more adoption of NFTs.

Be ready to pay crypto tax as many countries are planning to implement it soon. Governments of different countries are creating tools to monitor cryptocurrency transactions. In 2021, we might see crypto exchanges reporting on their customers gains to their tax authorities.

5G will be extensively used to decide on mining operations, DeFi applications and to introduce new services in the market. Network issues for traders will be resolved as 5G will offer high-speed connectivity, eliminating the need of placing servers close to crypto exchanges.

Apart from investors, millennials are really interested in the crypto field. More educational material on cryptocurrency will be available and accessible to guide millennials in the highly volatile crypto market. Crypto market trends today will guide millennials to invest strategically.

Share This ArticleDo the sharing thingy

About AuthorMore info about author

Read the original:

Top 10 Cryptocurrency Trends in 2021 Everyone Should Know - Analytics Insight

Cryptocurrency Prices Today on June 27: Bitcoin, ethereum trade in the green – Moneycontrol.com

Tesla CEO Elon Musk and Twitter CEO Jack Dorsey have agreed to discuss bitcoin with each other at an event in July.

June 27, 2021 / 07:58 AM IST

Bitcoin, ether and other major cryptocurrencies are currently trading in the green, seeing a recovery after tumbling the previous day.

The global cryptocurrency market capitalisation is$1.32 trillion, up 2.85 percent from the previous day.

Bitcoin, the world's largest cryptocurrency, hadplunged to as low as $30,184.50 on June 26.

TeslaCEO Elon Musk and Twitter CEO Jack Dorsey have agreed to discuss bitcoin with each other at an event in July.

The billionaires will have a conversation at an event called "The B Word", which is scheduled for July 21.

According to the event's official website, it will offer a "live experience and a library of content to the investor community, enabling a more informed discussion about the role Bitcoin can serve for institutions across the globe."

Original post:

Cryptocurrency Prices Today on June 27: Bitcoin, ethereum trade in the green - Moneycontrol.com

Is There Demand for Cryptocurrency in Retirement Portfolios? – National Association of Plan Advisors

Most people remain hesitant to invest in cryptocurrency in their DC plans, but a recent survey finds that theres a small crypto-curious contingent.

With the increased attention of cryptocurrency, Stan Treger, behavioral scientist at Morningstar, notes that analysts at the firm began to wonder if investors would welcome this asset into their retirement portfolios. As such, they posed this questionas part of a larger, nationally representative survey of about 1,400 people conducted in May 2021.

The firm asked survey participants to rank a set of 16 potential retirement plan features in order of most to least preferred, including the option to invest in cryptocurrencies, the availability of professionally managed options, auto escalation and investment advice.Participants largely ranked cryptocurrency last as a desired feature in a retirement fundthe most common ranking for cryptocurrency was 16 out of 16, with 24% of respondents ranking it last.There was, however, a small contingent (3%) that ranked it first. Morningstar notes that the mean and median ranks for cryptocurrency were 11.08 and 12,respectively,out of 16.

Young Investors

While investors for the most part seem wary of adding such funds into their retirement portfolios, young investors are the one group that tends to be more interested in cryptocurrency.Morningstars data appears to reflect this notion, with age accounting for about 4.8% of the variance in the rankings of cryptocurrency. The older the participants, the less important they found cryptocurrency, Treger notes.

Morningstars chart below breaks down the desirability of cryptocurrency by generation, displaying the average and median ranks by age group, as well as the percentage of the age group that selected cryptocurrency to be the most important and the least important feature of a retirement plan.The % First heading denotes the percentage of the age group that ranked cryptocurrency as its most desired feature, while the % Last indicates the percentage of the age group that rankedcryptocurrencyas its least-desired feature.

As indicated, younger adultsincluding Gen Z and Millennialswere approximately five times as likely to prefer cryptocurrency in their retirement plan as the oldest generation. In contrast, Baby Boomers were approximately twice as likely as any other generation to rank cryptocurrency last.

Still, although younger investors appear to find cryptocurrency more appealing than older investors do, there is a general hesitancy to add it to their retirement portfolios. It may be five times as likely to be interested in cryptocurrency, but that interested group still adds up to less than 5% of the broader population of younger investors, Treger emphasizes.Thus, while advisors might find it worthwhile to gauge clients interest in cryptocurrency, particularly Millennial and Generation Z clients, it shouldnt be a primary factor in decision-making, he adds. People still tend to desire traditionally attractive features such as good employer matches and the availability of professional advice.

Morningstars findings in relation to participant views appear to be fairly consistent with a recent NAPA Net reader poll that asked what readers thought about Bitcoin as an investment option, where there was quite a bit of skepticism, but also some interest.

And what about the rankings of those other 15 features? Those findings will appear in a future update,Morningstar notes.

Visit link:

Is There Demand for Cryptocurrency in Retirement Portfolios? - National Association of Plan Advisors

KIT Supercomputer Among the 15 Fastest in Europe – HPCwire

June 29, 2021 The new high-performance computer of the Karlsruhe Institute of Technology (KIT) is among the 15 fastest computers in Europe. The Hochleistungsrechner Karlsruhe (short HoreKa) ranks 53rd on the biannual Top 500 list of the worlds fastest computers. In terms of energy efficiency, it even makes the 13th place in the international supercomputer ranking.

In science, high-performance computers crucially contribute to finding fast solutions to our most pressing challenges: This applies to energy and climate research as well as to research for sustainable mobility, and also to materials science and medicine, says KIT President Professor Holger Hanselka. The excellent ranking of HoreKa in the current Top 500 list impressively shows that we at KIT are very well equipped for these tasks with one of the most powerful and at the same time most energy-efficient supercomputers in Europe.

Only a computer that makes it onto this list is considered a real supercomputer, explains Dr. Jennifer Buchmller, Head of High Performance Computing at KITs Steinbuch Centre for Computing (SCC). In order to place HoreKa on the list, its computing power had to be measured with a special benchmark application the so-called High Performance LINPACK, Buchmller says. This benchmark lets the computing units solve a very large system of matematical equations, the time required to complete this process indicates how fast a system is.

Two innovative chip technologies one high-performance system

Unlike most other supercomputers, HoreKa is a hybrid system that consists of two very different modules. HoreKa-Green comprises the part with computing accelerators based on graphics processors (GPUs), Horeka-Blue the one with standard processors (CPUs). The accelerator chips from NVIDIA achieve extremely high performance for certain computing operations that are very important for science, such as solving systems of equations or simulating neural networks in artificial intelligence. For other operations, however, the standard processors from Intel are much better suited. The strengths of both architectures are then combined to achieve the maximum performance.

The system therefore appears twice in the June edition of the Top500 list: 53rd with 8 PetaFLOPS and a second time 220th with 2.33 petaFLOPS. One petaFLOPS corresponds to a performance of one quadrillion computing operations per second, comparable to the performance of around 8,000 laptops. Overall, HoreKa can even deliver a peak performance of 17 PetaFLOPS, which is roughly equivalent to the performance of around 150,000 laptops and would theoretically mean an even higher ranking. However, the scoring of hybrid systems like HoreKa is not provided for by the benchmark application on which the Top500 list is based, says Buchmller.

Fast computers are an indispensable part of science

The faster high-performance computers solve mathematical equations and process data, the more detailed and reliable the simulations are that can be produced using them, Buchmller explains. Consequently, in many scientific disciplines such as Earth System and Climate Sciences, Materials Research, Particle Physics and Engineering, supercomputers have become an indispensable part of researchers daily work.

Also world-class in energy efficiency

Supercomputers require a lot of energy, but it is used much more efficiently than by conventional PCs and laptops. HoreKa also tops in energy efficiency and is currently ranked 13th on the Green500 list of the most energy-efficient supercomputers in the world. The highly energy-efficient hot water cooling system allows us to cool the supercomputer with minimal energy use year-round. In the colder months, the office space can also be heated using the waste heat.

Official inauguration in July

The official inauguration ceremony with the handover to the scientific communities is on Friday, July 30. An invitation to the press event will follow separately.

Top500 list: top500.org

More information: https://www.scc.kit.edu/en/services/horeka.php

About the KIT Center Information Systems Technologies (KCIST):

Being The Research University in the Helmholtz Association, KIT creates and imparts knowledge for the society and the environment. It is the objective to make significant contributions to the global challenges in the fields of energy, mobility, and information. For this, about 9,600 employees cooperate in a broad range of disciplines in natural sciences, engineering sciences, economics, and the humanities and social sciences. KIT prepares its 23,300 students for responsible tasks in society, industry, and science by offering research-based study programs. Innovation efforts at KIT build a bridge between important scientific findings and their application for the benefit of society, economic prosperity, and the preservation of our natural basis of life. KIT is one of the German universities of excellence. https://www.kcist.kit.edu/

Source: KIT

Read more here:

KIT Supercomputer Among the 15 Fastest in Europe - HPCwire

Japan’s Fugaku keeps position as world’s fastest supercomputer – Nikkei Asia

TOKYO -- The Fugaku supercomputer, developed by Fujitsu and Japan's national research institute Riken, has defended its title as the world's fastest supercomputer, beating competitors from China and the U.S.

Fugaku held the top spot on the TOP500 list by achieving a score of 442 petaflops, or quadrillions of floating point operations per second. In second place was IBM's Summit supercomputer, which scored just 148 petaflops. The ranking, compiled by an international panel of experts, is released every June and November.

Fugaku also topped three other categories including performance in artificial intelligence and big data processing capacity.

The next-generation supercomputer is the successor to Japan's K supercomputer, which ranked No. 1 in 2011. The 130 billion yen ($1.22 billion) system became fully operational in March.

Its high computing power has made it an ideal choice for pharmaceutical development, as well as a way to analyze big data.

The Japan Automobile Manufacturers Association plans to use Fugaku to help automakers develop vehicle structures that are more resilient by using AI to study collision impacts.

In developing Fugaku, Riken made sure companies could create software easily. This month, Fujitsu Japan started studying chemicals that can be used to treat COVID-19 by using Fugaku's high simulation capabilities.

Although Fugaku came out on top again, the development of supercomputers has become a two-way race between the U.S. and China in recent years. The two countries intend to use them not only for industrial purposes but also military research, including in the development of nuclear weapons.

The U.S. is working on next-generation machines capable of exascale computing -- 1 exaflops equals 1,000 petaflops -- that will be at least twice as fast as Fugaku. Oak Ridge National Laboratory's Frontier and Argonne National Laboratory's Aurora are said to be in a race to begin operations this year.

Chinese development efforts remain secret, but there have been rumors that it is developing a successor to what was once the world's fastest supercomputer. It could launch its own exascale machine this year. The U.S. and China are also locked in a development race in quantum computers.

The supercomputer development race has become a matter of national prestige for the two countries, as it affects industrial competitiveness and national security.In April, the U.S. Commerce Department essentially banned exports to seven Chinese supercomputing entities by adding them to its Entity List.

Read more here:

Japan's Fugaku keeps position as world's fastest supercomputer - Nikkei Asia

Volvo XC90 electric SUV will feature LiDAR and AI super computer – The Driven

The flagship electric SUV from Swedish automotive giant Volvo Cars will boast as standard state-of-the-art LiDAR technology which will be powered by an autonomous driving super computer.

The forthcoming all-electric successor to Volvo Cars XC90, set to be revealed in the middle of next year, will apparently come standard with LiDAR technology developed by US-based autonomous vehicle sensor and software company Luminar.

Volvo Cars made the announcement last week, adding that Luminars LiDAR technology will be tied into an autonomous driving computer powered by the NVIDIA DRIVE Orin system-on-a-chip.

The autonomous driving computer will itself use software developed by Volvo Cars and its in-house autonomous driving software development company Zenseact, which will enable the optional Highway Pilot for use on motorways, where allowed and verified safe depending on geographic locations and conditions.

The combination of software and technologies from Volvo Cars, Luminar, and Zenseact, is designed to reduce fatalities and accidents, helping to reduce collisions and allowing over-the-air software updates to increase the safety packages efficacy over time.

Volvo Cars is and always has been a leader in safety, said Hkan Samuelsson, Volvos chief executive. It will now define the next level of car safety. By having this hardware as standard, we can continuously improve safety features over the air and introduce advanced autonomous drive systems, reinforcing our leadership in safety.

Volvo Cars expects that, over time, the technology will mature and become better able to assist and improve the capabilities of a human driver in safety critical situations.

While previous generations of the technology relied largely on warning the driver of potential immediate threats, the new and future versions of the technology will become increasingly able to intervene as needed to prevent collisions.

In our ambition to deliver ever safer cars, our long-term aim is to achieve zero collisions and avoid crashes altogether, added Henrik Green, Volvos chief technology officer. As we improve our safety technology continuously through updates over the air, we expect collisions to become increasingly rare and hope to save more lives.

While more detailed specifications of the technology not to mention the all-electric XC90 itself were lacking from Volvos announcement, the provided images detailing the sensor packages on the XC90 are impressive.

The above image demonstrates the combined sensor reach of the XC90s ultrasonics, LiDAR, radars, and cameras, all of which overlap one another to provide what Volvo Cars hopes will be a complete view of the immediate world around a travelling vehicle.

This is a watershed moment for the industry, and Luminars most significant win towards establishing the next era of safety technology, said Austin Russell, Luminar Founder and CEO.

Going from a select highway pilot option to Luminar powering all next generation Volvo flagship cars as standard will kick off this new safety paradigm, serving as the catalyst for what weve been calling Proactive Safety. Volvo thinks lifesaving technology shouldnt be optional, and we couldnt agree more.

On top of the sensor suite and AI super computer promised for the XC90, the car will also benefit from back-up systems for key vehicle functions such as steering and braking that is intended to make the car hardware-ready for future autonomous driving options.

Continued here:

Volvo XC90 electric SUV will feature LiDAR and AI super computer - The Driven

Atos Announces 10 New Supercomputer Entries in the TOP500 Listing – HPCwire

PARIS, June 29, 2021 Atos today announces that 10 new supercomputers, based on its BullSequana X high-performance infrastructure, are in the TOP500 global supercomputing ranking. This makes a total of 36 Atos supercomputers listed, with a combined peak performance of 206 petaflops an increase of 27% in petaflops from the last TOP500 listing announced in November 2020.

Looking back over these last six months Atos has seen a flurry of HPC successes, in particular:

Also announced:University of Edinburgh,Swansea University, Spanish State Meteorological AgencyAEMETand JUWELSat JuelichSupercomputing Center, which is the fastest supercomputing system in Europe with a sustained peak performance of 44.1 HPL petaflops, and ranks #7 on the GREEN500.

About Atos

Atos is a global leader in digital transformation with 105,000 employees and annual revenue of over 11 billion. European number one in cybersecurity, cloud and high performance computing, the Group provides tailored end-to-end solutions for all industries in 71 countries. A pioneer in decarbonization services and products, Atos is committed to a secure and decarbonized digital for its clients. Atos operates under the brands Atos and Atos|Syntel. Atos is a SE (Societas Europaea), listed on the CAC40 Paris stock index.

The purpose of Atos is to help design the future of the information space. Its expertise and services support the development of knowledge, education and research in a multicultural approach and contribute to the development of scientific and technological excellence. Across the world, the Group enables its customers and employees, and members of societies at large to live, work and develop sustainably, in a safe and secure information space. http://www.atos.net

Source: Atos

More:

Atos Announces 10 New Supercomputer Entries in the TOP500 Listing - HPCwire

AMD Quadrupled EPYC’s Top 500 Supercomputer Share In A Year – CRN

AMD has more than quadrupled its share of the 500 fastest supercomputers in the world in a matter of one year, underlining the growing threat that rival Intel faces from AMDs EPYC CPUs.

The chipmakers EPYC processors are now powering 49 of the worlds top supercomputers, according to an updated list released Monday by Top500 during the virtual ISC high-performance computing event. Thats more than double the 21 supercomputers counted using AMD CPUs in Top500s fall 2020 list and more than quadruple the 11 supercomputers that were using the chipmakers processors as of the summer 2020 list.

[Related: AMD: Enterprise Server Sales Will Catch Up With Overall EPYC Growth]

AMDs ascendance has come at a cost to Intel, the historically dominant provider of CPUs in the HPC space that is now planning a comeback under new CEO Pat Gelsinger that will take years to execute. According to Top500s latest figures, Intel saw its share of the top 500 supercomputers shrink to 431 from 459 in the fall of last year, and from 470 a year ago.

Although there wasnt much change to the Top10, that doesnt mean there werent interesting revelations within this years list. To begin, it would appear that there is a marked increase in the use of AMD processors, Top500 wrote in a press release.

Out of the 49 supercomputers using AMD EPYC CPUs, 29 of them are new entries and three are in the top 10, according to an analysis by CRN. This includes Perlmutter, a new supercomputer at the U.S. Department of Energys Lawrence Berkeley National Lab, ranked No. 5 on the Top500 list. It consists of a Hewlett Packard Enterprise Cray EX235n system, which is equipped with 1,536 64-core EPYC 7763 CPUs and 6,159 of Nvidias A100 GPUs. The cluster is expected to add 6,144 EPYC CPUs later this year through a CPU-only node expansion, AMD has previously said.

Intel, on the other hand, saw 26 new supercomputers using its processors added to the Top500 list. The fastest supercomputer using Intel CPUs on the list is ranked at No. 7, two ranks behind AMDs fastest supercomputer, Perlmutter. There are two other Intel-based supercomputers in the top 10.

While both Intel and AMD both face new threats from companies making Arm-based CPUs, only one new supercomputer on the list uses Arm: University of Tokyos Wisteria/BDEC-01 cluster, which is powered by 7,680 of Fujitsus 48-core A64FX CPUs. There are now a total of six supercomputers on the Top500 list with Arm-based CPUs, five of which use Fujitsu CPUs, while the other one uses Marvells ThunderX2, which is part of a line of CPUs that has been canceled. The Fujitsu A64FX-powered Fugaku supercomputer, however, remains the fastest system on the list.

As for accelerators and co-processors, Nvidia saw its share of GPUs in the worlds top supercomputers fall slightly to 138 from 141 in fall of last year. However, Nvidia can now claim that its GPUs power six of the 10 fastest supercomputers in the world, thanks to the addition of DOEs Perlmutter system. With Nvidias InfiniBand interconnects, its total footprint in the top 10 supercomputers grows to eight.

AMD, on the other hand, continued to show no growth in GPU share, with Top500 only listing one supercomputer using the chipmakers Instinct GPU, the same one that had been reported in last years two lists.

Alexey Stolyar, CTO of International Computer Concepts, a Northbrook, Ill.-based server integrator, told CRN that hes not surprised that AMDs share in the top 500 supercomputers has grown so fast, especially given how its EPYC processors can outperform Intels Xeon CPUs. (AMD recently said its new third-generation EPYC processors outperform Intels third-generation Xeon Scalable processors on a per-core and per-socket basis while also offering the best total cost of ownership. Intel, on the other hand, has focused on advantages for a smaller group of emerging workloads.)

When measuring raw performance, AMD just outperforms Intel, he said.

As a result, Intel has become more aggressive in discounting CPU prices to make the processors look more attractive from a price-performance perspective, according to Stolyar. AMD also engages in discounting when it comes to competitive bids, he added, though it was more pronounced when the chipmaker was getting started with its EPYC CPUs a few years ago.

Weve seen significant discounts on both sides, he said, which can make a big difference in total cost of ownership for customers.

The bigger issue, for now, is supply, Stolyar said, due to the global chip shortage that is impacting multiple semiconductor companies--and, consequently, several industries beyond the IT sector.

Im ready [to not have] to deal with it. One of our advantages is were quick with turnaround, and that definitely affects us quite a bit, he said.

Continued here:

AMD Quadrupled EPYC's Top 500 Supercomputer Share In A Year - CRN

Tesla shows off the AI supercomputer training what it hopes will one day be an actual self-driving car – The Register

In Brief If you're wondering what it takes to develop a self-driving car, know that Tesla is using a 1.8-exaFLOP AI supercomputer packed with 5,760 GPUs that train neural networks it hopes one day will power autonomous vehicles.

The machine was described by the automaker's senior director of AI, Andrej Karpathy, during an online academic computer vision conference this week. It is used to develop Tesla's super-cruise-control system Autopilot, and also what could be a fully self-driving system when finished. Tesla has been chasing the autonomous vehicle dream for years; the tech has so far proved elusive.

This is a really incredible supercomputer, Karpathy said. I actually believe that in terms of FLOPS, this is roughly the number five supercomputer in the world."

It should be noted the prowess of a supercomputers are typically measured in FP64 precision. It's not clear what precision Tesla's 1.8 exaFLOPs of compute is running at.

It has 780 compute nodes, each containing up to eight Nvidia A100 80GB GPUs. The super also has 10PB of NVMe storage. Teslas AI models churn through millions of ten-second clips of driving footage recorded at 36 frames per second during training. Computer vision is the bread and butter of what we do and enables Autopilot. For that to work, you need to train a massive neural network and experiment a lot, Karpathy added. Thats why weve invested a lot into the compute.

DeepMind has teamed up with a non-profit research org to use its AI protein-folding model AlphaFold to develop drugs that tackle parasitic diseases.

Specifically, the Drugs for Neglected Diseases Initiative will use DeepMind's machine-learning software to figure out if new drugs can treat Chagas disease and Leishmaniasis. These are spread in tropical Latin America climates, and develop after people are bitten by triatomine bugs and sandflies. They can fatal if left untreated.

AI can be a game-changer: by predicting protein structures for previously unsolvable protein structures, AlphaFold opens new research horizons," said Ben Perry, DNDi discovery lead, according to the Beeb. It is heartening to see powerful cutting-edge drug discovery technologies enabling work on some of the worlds most neglected diseases.

Google launched a machine-learning software tool on its cloud platform that customers in the manufacturing industry can use to automatically spot damaged products or packages during manufacture.

The Visual Inspection AI is designed to process images of items passing through assembly lines, and identify defective or problematic gear. Customers will have to fine-tune the model on the goods they sell and the kind of defects they want to identify. By using the tool, clients can better discard broken items or fix issues on products before theyre shipped, or at least that's the hope.

The benefit of a dedicated solution [like Visual Inspection AI] is that it basically gives you ease of deployment and the peace of mind of being able to run it on the shop floor, Google Clouds Dominik Wee, managing director of manufacturing and industrial, told VentureBeat.

It doesnt have to run the cloud, he added. At the same time, it gives you the power of Googles AI and analytics. What were basically trying to do is get the capability of AI at scale into the hands of manufacturers.

The rest is here:

Tesla shows off the AI supercomputer training what it hopes will one day be an actual self-driving car - The Register

AMD quadrupled top 500 supercomputer share in a year – CRN Australia

AMD has more than quadrupled its share of the 500 fastest supercomputers in the world in a matter of one year, underlining the growing threat that rival Intel faces from AMDs EPYC CPUs.

The chipmakers EPYC processors are now powering 49 of the worlds top supercomputers, according to an updated list released Monday by Top500 during the virtual ISC high-performance computing event. Thats more than double the 21 supercomputers counted using AMD CPUs in Top500s fall 2020 list and more than quadruple the 11 supercomputers that were using the chipmakers processors as of the summer 2020 list.

AMDs ascendance has come at a cost to Intel, the historically dominant provider of CPUs in the HPC space that is now planning a comeback under new CEO Pat Gelsinger that will take years to execute. According to Top500s latest figures, Intel saw its share of the top 500 supercomputers shrink to 431 from 459 in the fall of last year, and from 470 a year ago.

Although there wasnt much change to the Top10, that doesnt mean there werent interesting revelations within this years list. To begin, it would appear that there is a marked increase in the use of AMD processors, Top500 wrote in a press release.

Out of the 49 supercomputers using AMD EPYC CPUs, 29 of them are new entries and three are in the top 10, according to an analysis by CRN. This includes Perlmutter, a new supercomputer at the U.S. Department of Energys Lawrence Berkeley National Lab, ranked No. 5 on the Top500 list. It consists of a Hewlett Packard Enterprise Cray EX235n system, which is equipped with 1,536 64-core EPYC 7763 CPUs and 6,159 of Nvidias A100 GPUs. The cluster is expected to add 6,144 EPYC CPUs later this year through a CPU-only node expansion, AMD has previously said.

Intel, on the other hand, saw 26 new supercomputers using its processors added to the Top500 list. The fastest supercomputer using Intel CPUs on the list is ranked at No. 7, two ranks behind AMDs fastest supercomputer, Perlmutter. There are two other Intel-based supercomputers in the top 10.

While both Intel and AMD both face new threats from companies making Arm-based CPUs, only one new supercomputer on the list uses Arm: University of Tokyos Wisteria/BDEC-01 cluster, which is powered by 7,680 of Fujitsus 48-core A64FX CPUs. There are now a total of six supercomputers on the Top500 list with Arm-based CPUs, five of which use Fujitsu CPUs, while the other one uses Marvells ThunderX2, which is part of a line of CPUs that has been canceled. The Fujitsu A64FX-powered Fugaku supercomputer, however, remains the fastest system on the list.

As for accelerators and co-processors, Nvidia saw its share of GPUs in the worlds top supercomputers fall slightly to 138 from 141 in fall of last year. However, Nvidia can now claim to power six of the 10 fastest supercomputers in the world, thanks to the addition of DOEs Perlmutter system.

AMD, on the other hand, continued to show no growth in GPU share, with Top500 only listing one supercomputer using the chipmakers Instinct GPU, the same one that had been reported in last years two lists.

Alexey Stolyar, CTO of International Computer Concepts, a Northbrook, Ill.-based server integrator, told CRN that hes not surprised that AMDs share in the top 500 supercomputers has grown so fast, especially given how its EPYC processors can outperform Intels Xeon CPUs. (AMD recently said its new third-generation EPYC processors outperform Intels third-generation Xeon Scalable processors on a per-core and per-socket basis while also offering the best total cost of ownership. Intel, on the other hand, has focused on advantages for a smaller group of emerging workloads.)

When measuring raw performance, AMD just outperforms Intel, he said.

As a result, Intel has become more aggressive in discounting CPU prices to make the processors look more attractive from a price-performance perspective, according to Stolyar. AMD also engages in discounting when it comes to competitive bids, he added, though it was more pronounced when the chipmaker was getting started with its EPYC CPUs a few years ago.

Weve seen significant discounts on both sides, he said, which can make a big difference in total cost of ownership for customers.

The bigger issue, for now, is supply, Stolyar said, due to the global chip shortage that is impacting multiple semiconductor companies--and, consequently, several industries beyond the IT sector.

Im ready [to not have] to deal with it. One of our advantages is were quick with turnaround, and that definitely affects us quite a bit, he said.

This article originally appeared at crn.com

More:

AMD quadrupled top 500 supercomputer share in a year - CRN Australia

Intel to Launch Supercomputer CPUs and GPUs Next Year to Catch Up with AMD and Nvidia – Etnews

International supercomputing conference keynoteCPU 'Sapphire Rapids' testing underway at customer sitesApplied enhanced super-pin/DDR5 memory for the first timeGPU 'Ponte Vecchio' to be announc

Intel will mass-produce next-generation central processing units (CPU) and graphics processing units (GPU) next year to preoccupy the high-performance computing (HPC) market. Applying the industry technology for the first time, the products have been differentiated from competitors such as AMD and Nvidia. Having declared 'IDM 2.0' to reenter the foundry business to regain its reputation as the technology of Intel, Intel has expressed its ambition to take the lead in technology in the HPC market such as supercomputers.Trish Damkroger, Intels Vice President and General Manager of the High-Performance Computing Group, recently said at the keynote preview briefing of the International Super Computing Conference (ISC 2021), "We have provided Intels next-generation HPC CPU, Sapphire Rapids, to our customers and been testing them. We plan on starting production at the end of this year and ramp up mass production in the first half of next year. GPU Ponte Vecchio is also scheduled to be announced next year, so we will release the details as the release date approaches."Sapphire Rapids is the sequel to the 3rdgeneration HPC Intel Xeon Scalable processor 'Ice Lake' that Intel unveiled in April.This is the first CPU to apply the 'Enhanced Super Fin' structure, which further improves the 'Super Fin' structure that uses the existing 10-nm process in maximum to increase power consumption and transistor operation speed. Sapphire Rapids also supports the industry's first DDR5 memory, which boasts 0.1V lower power consumption and 38% or more improved bandwidth compared to DDR4. DDR5 supported by Sapphire Rapids is expected to replace DDR4, the current trend in server memory, with high-bandwidth memory (HBM) support that significantly expands the memory bandwidth available to the CPU."Korea will take the lead in high-bandwidth memory production," said Seung-joo Na, Managing Director of Intel Korea. We view that high-bandwidth memory support is important related to Sapphire Rapids for Korean memory makers." This means that domestic memory makers demand for DDR5 will increase along with Intel's next-generation CPU. Intel's next-generation CPU roadmap is interpreted as the aspiration to take the lead in the rapidly growing HPC market, including cloud. Intel is poised to aggressively target the market with new CPUs, in order not to fall behind in the competition with the existing AMD and Nvidia.The mass production of Sapphire Rapids is also a signal that Intel has successfully transitioned to a stable 10nm process. Sapphire Rapids is produced by Intel's own process, but it is projected that it will take time to actualize the 7-nano process that Intel is challenging itself to. Intel added, The Ponte Vecchio, the next-generation GPU, will be produced in a 7-nano process, but it will be outsourced (through foundry).By Staff Reporter Kwon Dong-jun djkwon@etnews.com

Link:

Intel to Launch Supercomputer CPUs and GPUs Next Year to Catch Up with AMD and Nvidia - Etnews

Fully electric Volvo XC90 Recharge teased with lidar and "AI-driven super computer" – Green Car Reports

An all-electric successor to the Volvo XC90likely called XC90 Rechargewill be unveiled next year, Volvo confirmed Thursday in a press release, adding that the electric SUV will feature advanced driver-assist tech.

As the automaker hinted at previously, the XC90 Recharge will get standard lidar sensors from Silicon Valley firm Luminar (which Volvo has a stake in). They'll be part of a sensor suite feeding information to an "AI-driven super computer" featuring Nvidia chips.

The sensors and computer will be combined with software developed in-house by Volvo, as well as mechanical backups for controls like steering and braking, to enable a system called Highway Pilot, Volvo announced.

Volvo Luminar lidar

Highway Pilot will enable highly-automated driving on highways, but will only be activated "when verified safe and legally allowed for individual geographic locations and conditions," Volvo said.

Volvo has hinted at a system like this before, which could be a big step up from the automaker's current Pilot Assist system, and a possible rival to General Motors' Super Cruise or Tesla's Navigate on Autopilot.

Alternatively, it could turn out like Audi's lidar-enabled Traffic Jam Pilot, which promised similar capability but was ultimately cancelled due to regulatory and liability concerns.

The integrated technology will also be able to improve over time, in part through over-the-air (OTA) software updates, Volvo claims. Eventually, it will be able to intervene in more situations to prevent collisions, according to the automaker.

2021 Volvo XC90 T8 Inscription - review update, June 2021

Volvo plans to build the next-generation XC90 in South Carolina, with multiple platforms underneathincluding a skateboard platform underpinning the EV, and the new SPA2 platform for other versions.

It's likely that the the internal-combustions versions of the XC90which are expected to remain in the lineup alongside the Recharge EVwill shift entirely or almost entirely to hybrid or plug-in hybrid.

Volvo just announced a joint-venture battery factory with Sweden's Northvolt. That one won't supply the cells for the XC90 Recharge (initially, at least), but it will make them for an upcoming electric XC60 SUV.

Original post:

Fully electric Volvo XC90 Recharge teased with lidar and "AI-driven super computer" - Green Car Reports

Continental and partners receive supercomputer grant for tire particulate research – Tire Technology International

Continental, the University of Southern Denmark (SDU) and the cole Normale Suprieure de Lyon in France have received a grant worth 43 million core hours of supercomputer time for a joint basic research project.

The project, which aims to drive a fundamental understanding of tire and road wear particles, has been in existence since 2014. Its goal is to learn more about the decomposition of rubber polymers to better understand the wear behavior of tires. The associated simulations of the behavior of complex polymer structures are very time-consuming, hence why the project partners applied for the Partnership for Advanced Computing in Europe (PRACE) initiative. With the digital computing power granted, the group says they now have the opportunity to perform polymer simulations in greater depth and on a broader scale.

With the help of the supercomputer, we can, for the first time, perform comprehensive simulations on molecular level. The results of this basic research will contribute to a more complete understanding of the formation of tire and road wear particles, and enable us to design the materials we use for tire construction even more sustainably in the future, said Andreas Topp, head of materials, process development and industrialization of the tires business area at Continental.

The support granted provides access to the 9.4 petaflops Joliot-Curie supercomputer at the CEAs Very Large Computing Center (TGCC) in Bruyres-le-Chtel, France. Performing 1,000 trillion calculations per second, it is one of the fastest supercomputers in the European Union.

Many issues about tire and road wear particles are still unresolved. In recent years, we have systematically invested in the research and development of new, sustainable production processes as well as materials to make future tires even more energy-efficient and sustainable. Such processes are technologically very demanding and require a fundamental understanding of the tire material at various levels, noted Peter Zmolek, head of materials technology research and development of the tires business area at Continental.

He added, Our joint research project combines state-of-the-art calculation methods and innovative experimental approaches that give us a comprehensive understanding of the behavior of currently used materials. This technical knowledge is an important reference point, especially when evaluating new materials in terms of their ability to further reduce rolling resistance and tire wear, as well as providing a fundamental understanding of how to recycle polymer chains from end-of-life tires.

See more here:

Continental and partners receive supercomputer grant for tire particulate research - Tire Technology International

Euro 2020: Supercomputer predicts England to beat Germany and make it to Wembley final – GIVEMESPORT

It's time to get down to business, folks - the Euro 2020 knockout stages are here.

After a fascinating group stage saw all the heavy-hitters book their spot in the last, there is no longer room for error as the jeopardy of elimination from the championships looms large.

The draw has coughed up some truly blockbuster bouts with Belgium set to take on Portugal, Spain coming up against Croatia and, of course, England meeting old rivals Germany.

For England, it has been somewhat of a mixed bag at Euro 2020. The Three Lions won their group, but did so by scoring just two goals and slumping to a bore draw against Scotland.

On the flip side, one could argue that Gareth Southgate's men are playing ideal tournament football with the big prizes handed out for winning, and not how you won.

Harry Maguire made a promising return to action against the Czech Republic, as did Jordan Henderson and Raheem Sterling continues to prove the critics wrong.

To put it simply, they got the job done in the group but, in Germany, they face a very different beast.

While in the recent past England have kicked-off as underdogs against the German's, Tuesday night's momentous clash may finally have seen the tables turned.

(Credit: The Football Terrace)

Germany flirted perilously with crashing out as they just snuck into the next round thanks to a helter-skelter draw against Hungary. They also lost to France in their opening game but many will point to their demolition job of Portugal as an ominous sign.

In short, the clash is proving mightily difficult to predict, so why not turn to the ol' reliable supercomputer to do all the hard work for us?

Bettingexpert.com have, with the help of substantial computing power, predicted every single match in the rest of the tournament, with the clever technology chucking out some interesting results.

It predicts that England will beat Germany on Tuesday night to book a spot against Sweden in the quarter-finals.

From there, the computer predicts that a semi-final berth against the Netherlands beckon with the news only getting better.

England are then expected to overcome the Dutch to land a place in the Wembley showpiece on July 11.

A B C D

Sadly, that'll be all she wrote for England's hopes, with World Champions France expected to silence the echoing chants of 'It's coming home' to claim continental glory.

Of course, there are nuances and idiosyncrasies that a computer simply can't predict so by no means take these predictions as gospel truth.

A run to the final would be something special for England but, as well all know, anything can happen in the pressure cooker that is knockout football.

See more here:

Euro 2020: Supercomputer predicts England to beat Germany and make it to Wembley final - GIVEMESPORT

Supercomputer Ranks Top 50 Clubs in World Football, Heres The List – News18

Manchester City (Image: Twitter)

Football is arguably the most loved sport worldwide. The game watched, adored by millions and played in every continent across age groups makes the beautiful sports so irresistible that mankind simply cannot live without. While it is more than a religion for a substantial part of our planets population, what makes it more exciting though are the professional teams/clubs.

Literally every nation on Earth has a professional league that fans look forward to almost every weekend. With top leagues across Europe, South America and other regions compete in their respective home leagues and provide millions of fans a chance to escape the hazards of everyday life.

However, according to the Soccer Power Index (SPI) rating system released by FiveThirtyEight, Manchester City top the list after they received an SPI score of 92.4, with Bayern Munich coming second with an SPI of 90.7. The SPI ratings system uses a clubs overall strength based on their offensive and defensive ratings. Also, the percentage of available points as each club received three points for a win, one point for a draw and none for a loss.

The publication have come up with the rankings for the 50 best teams in world football currently and heres the list below:

Read all the Latest News, Breaking News and Coronavirus News here

Go here to read the rest:

Supercomputer Ranks Top 50 Clubs in World Football, Heres The List - News18

Fujitsu to Detect and Analyze New COVID-19 Drugs by Leveraging World’s Fastest Supercomputer – HospiMedica

Fujitsu Japan Limited (Tokyo, Japan), along with the Research Center for Advanced Science and Technology (RCAST) at the University of Tokyo (Tokyo, Japan), has initiated a new research project utilizing the world's fastest supercomputer for identifying new COVID-19 therapies.

The research will leverage Fugaku, the world's fastest supercomputer jointly developed by RIKEN and Fujitsu, to identify small molecule inhibitory compounds that can be used as potential drugs in treatments for COVID-19, as well as clarifying the molecular mechanism by which COVID-19 infections are inhibited, leading to the eventual development of small molecule therapeutic drugs. Since 2011, Fujitsu has been engaged in joint research with RCAST on IT drug discovery technologies to create candidate small molecule compounds for anticancer drugs and other therapies. While a number of highly effective vaccines have been successfully developed in response to the spread of the COVID-19 pandemic, the development of effective therapeutic drugs remains an important priority. Based on the fruits of their joint research to date in the field of IT drug discovery technology, Fujitsu and RCAST have decided to embark on a new intensive research project to identify inhibitory compounds that will lead to the development of new coronavirus drugs, leveraging the unparalleled computing power of Fugaku to contribute to this goal.

Since 2011, Fujitsu and RCAST have been conducting joint research on small molecule drugs that are highly likely to be taken orally, are chemically synthesizable, and have low production costs compared to drugs in forms of peptide drugs, antibody drugs, nucleic acid drugs, and cell drugs. With the goal of identifying inhibitory compounds that lead to develop new coronavirus drugs that are effective in small doses and reduce the risk of side effects, molecular simulation technology that is the result of the joint research will be utilized. As it is vital to create a molecular structure that can bind strongly to the viral protein and control its activity, molecular simulation technology and Fugaku will be widely used for tasks including the creation of three-dimensional structural models, clarifying the molecular mechanisms of infection inhibition, and predicting the properties of mutant strains. Going forward, Fujitsu will continue harnessing the power of supercomputers and molecular simulation technologies as it strives to quickly deliver on the promise of potential therapies for COVID-19.

Related Links:Fujitsu Japan Limited University of Tokyo

View post:

Fujitsu to Detect and Analyze New COVID-19 Drugs by Leveraging World's Fastest Supercomputer - HospiMedica

Volvos next-gen cars to feature LiDAR technology and AI-driven super computer – Yahoo Singapore News

Volvo Cars looks to set new standards in driving safety with its upcoming fully electric flagship SUV.

The successor to Volvo Cars successful XC90, which will be revealed in 2022, will use LiDAR technology developed by Luminar and an Nvidia Drive Orin-powered autonomous driving computer.

volvo-cars-new-safety-feature-2

For the uninitiated, LiDAR (light detection and ranging), is a method used for determining the range of an object using laser imaging. Its often used to make 3D representations of areas on the earths surface as well as on the bottom of the ocean.

By pairing the aforementioned technologies with Volvo Cars collision avoidance technology, the Swedish carmaker aims to reduce fatalities and accidents as a whole with this new safety package.

volvo-cars-new-safety-feature-3

Volvo Cars CEO Hkan Samuelsson said, Volvo Cars is and always has been a leader in safety. It will now define the next level of car safety. By having this hardware as standard, we can continuously improve safety features over the air and introduce advanced autonomous drive systems, reinforcing our leadership in safety.

In addition, Volvo Cars aim to continually reduce vehicle collision rates overtime via over-the-air software updates.

volvo-cars-new-safety-feature-1

Volvo Cars also says that these new technologies are also designed to specifically address traffic situations which result in a large portion of severe injuries and fatalities found today.

In our ambition to deliver ever safer cars, our long-term aim is to achieve zero collisions and avoid crashes altogether. As we improve our safety technology continuously through updates over the air, we expect collisions to become increasingly rare and hope to save more lives, said Volvo Cars Chief Technology Officer Henrik Green.

volvo-cars-new-safety-feature-4

Once the technology is introduced, Volvo Cars expects it to become more capable in terms of assisting and improving the drivers safety in critical situations.

According to Volvo Cars, the new safety technology will soon be capable of intervening as needed to prevent collisions.

Story continues

These new safety technologies not only reaffirms Volvo Cars standing as the safest car brand but also show the companys belief in working together with technology leaders such as Luminar, Nvidia, and Zenseact to deliver the best and safest possible cars to its customers.

More details are to be revealed at the Volvo Cars Tech Moment on June 30 said the carmaker.

Photos from Volvo Cars

Also read:

Volvo Cars to become 'circular company' by 2040

Volvo PH takes home Europa Awards 2021 'Smart and Safer Mobility Award'

Volvo to accept pre-orders for C40 Recharge in Europe

View original post here:

Volvos next-gen cars to feature LiDAR technology and AI-driven super computer - Yahoo Singapore News

Ubers first head of data science just raised a new venture fund to back nascent AI startups – TechCrunch

Kevin Novak joined Uber as its 21st employee its seventh engineer in 2011, and by 2014, he was the companys head of data science. He talks proudly of that time, but like all good things, it ran its course and by the end of 2017, having accomplished what he wanted at the company, he left.

At first, he picked up the pace of his angel investing, work hed already begun focusing on during weekends and evenings, ultimately building a portfolio of more than 50 startups (including the fintech Pipe and the autonomous checkout company Standard Cognition).

He also began advising both startups and venture firms including Playground Global, Costanoa Ventures, Renegade Partners and Data Collective and after falling in love with the work, Novak this year decided to launch his own venture outfit in Menlo Park, Ca., called Rackhouse Venture Capital. Indeed, Rackhouse just closed its debut fund with $15 million, anchored by Ubers first head of engineering, Curtis Chambers; Steve Gilula, a former chairman of Searchlight Pictures, and the fund of funds Cendana Capital. A lot of the VCs Novak knows are also investors in the fund.

We caught up with Novak late last week to chat out that new vehicle. We also talked about this tenure at Uber, where, be warned, he played a major role in creating surge pricing (though he prefers the term dynamic pricing.) You can hear that fuller discussion or check out excerpts from it, edited lightly for length and clarity, below.

TC: You were planning to become a nuclear physicist. How did you wind up at Uber?

KN: As an undergrad, I was studying physics, math and computer science, and when I got to grad school, I really wanted to teach. But I also really liked programming and applying physics concepts in the programming space, and the nuke department had the largest allocation of supercomputer time, so that ended up driving a lot of my research just the opportunity to play on computers while doing physics. So [I] was studying to become a nuclear physicist was funded very indirectly through the research that eventually became the Higgs boson. As the Higgs got discovered, it was very good for humanity and absolutely horrible for my research budget . . .

A friend of mine heard what I was doing and sort of knew my skill set and said, like, Hey, you should come check out this Uber cab company that its like a limo company with an app. Theres a very interesting data problem and a very interesting math problem. So I ended up applying [though I committed] the cardinal sin of startup applications and wore a suit and tie to my interview.

TC: Youre from Michigan. I also grew up in the Midwest so appreciate why you might think that people would wear a suit to an interview.

KN: I got off the elevator and the friend whod encouraged me to apply was like, What are you wearing?! But I got asked to join nonetheless as a computational algorithms engineer a title that predated the data science trend and I spent the next couple of years living in the engineering and product world, building data features and . . .things like our ETA engine, basically predicting how long it would take an Uber to get to you. One of my very first projects was working on tolls and tunnels because figuring out which tunnel an Uber went through and how to build time and distance was a common failure point. So I spent, like, three days driving the Big Dig in Boston out to Somerville and back to Logan with a bunch of phones, collecting GPS data.

I got to know a lot of very random facts about Uber cities, but my big claim to fame was dynamic pricing. . . and it turned out to be a really successful cornerstone for the strategy of making sure Ubers were available.

TC: How does that go over, when you tell people that you invented surge pricing?

KN: Its a very quick litmus test to figure out like peoples underlying enthusiasm for behavioral econ and finance. The Wall Street crowd is like, Oh my god, thats so cool. And then a lot of people are like, Oh, thank you, yeah, thank you so much, wonderful, you buy the next round of drinks type of thing. . . [Laughs.]

But data also became the incubation space for a lot of the early special projects like Uber pool and a lot of the ideas around, okay, how would you build a dispatching model that enables different people with pooled ride requests? How do you batch them together efficiently in space and time so that we can get the right match rate that [so this] project is profitable? We did a lot of work on the theory behind the hub-and-spoke Uber Eats delivery models and thinking through how we apply our learnings about ride-share to food. So I got the first person perspective on a lot of these products when it was literally three people scribbling on a notepad or riffing on a laptop over lunch, [and which] eventually went on to become these big, nationwide businesses.

TC: You were working on Uber Freight for the last nine months of your career with Uber, so there when this business with Anthony Levandowski was blowing up.

KN: Yeah, it was it was very interesting era for me because more than six years in, [I was already developing the] attitude of Ive done everything I wanted to do. I joined a 20-person company and, at the time, we were closing in on 20,000 people . . .and I kind of missed the small team dynamic and felt like I was hitting a natural stopping point. And then Ubers 2017 happened and and there was Anthony, there was Susan Fowler, and Travis has this horrific accident in his personal life and his head was clearly not in the game. But I didnt want to be the guy who was known for bailing in the worst quarter of the companys history, so I ended up spending the next year basically keeping the band together and trying to figure out what I could do to keep whatever small part of the company I was running intact and motivated and empathetic and good in every sense of the word.

TC: You left at the end of that year and it seems youve been very busy since, including, now, launching this new fund with the backing of outsiders. Why call it Rackhouse? You used the brand Jigsaw Venture Capital when you were investing your own money.

KN: Yeah. A year [into angel investing], I had formed an LLC, I was marking my portfolio to market, sending quarterly updates to myself and my accountant and my wife. It was one of these exercises that was a carryover from how I was training managers, in that I think you grow most efficiently and successfully if you can develop a few skills at a time. So I was trying to figure out what it would take to run my own back office, even if it was just moving my money from my checking account to my investing account, and writing my own portfolio update.

I was really excited about the possibility of launching my first externally facing fund with other peoples money under the Jigsaw banner, too, but theres actually a fund in the UK [named Jigsaw] and as I started to talk to LPs and was saying Look, I want to do this data fund and I want it to be early stage, Id get calls from them being like, We just saw that Jigsaw did this Series D in Crowdstrike. I realized Id be competing with the other Jigsaw from a mindshare perspective, so figured before things go too big and crazy, Id create my own distinct brand.

TC: Did you roll any of your angel-backed deals into the new fund? I see Rackhouse has 13 portfolio companies.

KN: There are a few that Ive agreed to move forward and warehouse for the fund, and were just going through the technicalities of doing that right now.

TC: And the focus is on machine learning and AI.

KN: Thats right, and I think there are amazing opportunities outside of the traditional areas of industry focus that, to the extent that you can find like rigorous applications of AI, are also going to be significantly less competitive. [Deals] that dont fall in the strike zone of nearly as many [venture] firms is the game I want to be playing. I feel like that that opportunity regardless of sector, regardless of geography biases toward domain experts.

TC: I wonder if that also explains the size of your fund your wanting to stay out of the strike zone of most venture firms.

KN: I want to make sure that I build a fund that enables me to be an active participant in the earliest stages of companies.

Matt Ocko and Zack Bogue [of Data Collective] are good friends of mine theyre mentors, in fact, and small LPs in the fund and talked with me about how they got started. But now they have a billion-plus [dollars] in assets under management, and he people I [like to back] are two people who are moonlighting and getting ready to take the plunge and [firms the size of Data Collective] have basically priced themselves out of the formation and pre-seed stage, and I like that stage. Its something where I have a lot of useful experience. I also think its the stage where, if you come from a place of domain expertise, you dont need five quarters of financials to get conviction.

Continued here:

Ubers first head of data science just raised a new venture fund to back nascent AI startups - TechCrunch

UMass Medical School CIO Greg Wolf receives CIO of the Year award – UMass Medical School

Chief Information Officer Gregory R. Wolf has received a 2021 BostonCIO of the Year ORBIE Award. Awards were presented in eight categories during a virtual ceremony on June 18; Wolf received the ORBIE in the health care category.

This past year showed just how impactful information technology is in the service of health care, Wolf said.My team is honored to support the amazing researchers, students, faculty, clinicians and health care professionals at UMass Medical School.Im proud to accept the 2021 BostonCIO of the Year Award in Healthcare on behalf of the entire UMass Medical School ITdepartment, the most passionate and dedicated group of technologists Ive had the privilege to lead.

Wolf oversees a team of more than 200 people who work in productivity services, academic technology, research technology, information security, operations and engineering. The ORBIE honors chief information officers who have demonstrated excellence in technology leadership. Finalists and winners are selected through an independent peer review process led by prior ORBIE recipients. BostonCIO has presented the awards in partnership with the Boston Business Journal since 2015.

The BostonCIO ORBIE winners demonstrate the significance of strong technology leadership in these uncertain times, said Brenda Shield, executive director of BostonCIO. Over the past year, CIOs are leading in unprecedented ways and enabling the largest work-from-home experiment in history. The ORBIE Awards are meaningful because they are judged by peersCIOs who understand how difficult this job is and why great leadership matters.

Looking back on his eight years as CIO at UMass Medical School, Wolf said he is most proud of how UMMS IT responded to the COVID-19 pandemic. In collaboration with various stakeholders on campus, the department participated in regular meetings to develop COVID-19 response plans in February 2020.

By March 1, we knew COVID-19 was going to directly affect the Medical School. Within a rapid two-week succession, it was, Lets execute these what-if scenarios, Wolf said.

One challenge arose when the state needed additional staffing for long-term care facilities. IT and Commonwealth Medicine automated the matching of long-term care facilities with available and certified care workers.

The need to develop a self-reporting health status tool also presented an opportunity for the team.

Its not that we hadnt done data integrations before, but it was like, wait a minute, this is very sensitive data. We generally dont keep this data in these locales. How do we integrate this? How do we quickly build campus safety tools? How do we get information to the deans office on a daily basis? Wolf recalled.

Prior to coming to UMass Medical School, Wolf served as the executive director of research computing platforms at the Novartis Institutes for Biomedical Research. Hes also held IT positions at Athenahealth, Parametric Technology Corporation and State Street Bank. Wolf has a bachelors in operational research and information engineering from Cornell University.

Related stories on UMassMed News:UMass Medical School CIO Greg Wolf selected as finalist for CIO of the Year awardGregory Wolf named UMMS CIO

Read more:

UMass Medical School CIO Greg Wolf receives CIO of the Year award - UMass Medical School