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The cloud infrastructure market kept growing at a brisk pace last quarter, as the pandemic continued to push more companies to the cloud with offices shut down in much of the world. This week the big three — Amazon, Microsoft and Google — all reported their numbers and, as expected, the news was good, with Synergy Research reporting revenue growth of 33% year over year, up to almost $33 billion for the quarter.
Still, John Dinsdale, chief analyst at Synergy, was a bit taken aback that the market continued to grow as much as it did. “While we were fully expecting continued strong growth in the market, the scale of the growth in Q3 was a little surprising,” he said in a statement.
He added, “Total revenues were up by $2.5 billion from the previous quarter causing the year-on-year growth rate to nudge upwards, which is unusual for such a large market. It is quite clear that COVID-19 has provided an added boost to a market that was already developing rapidly.”
Per usual Amazon led the way with $11.6 billion in revenue, up from $10.8 billion last quarter. That’s up 29% year over year. Amazon continues to exhibit slowing growth in the cloud market, but because of its market share lead of 33%, a rate that has held fairly steady for some time, the growth is less important than the eye-popping revenue it continues to generate, almost double its closest rival Microsoft .
Speaking of Microsoft, Azure revenue was up 48% year over year, also slowing some, but good enough for a strong second place with 18% market share. Using Synergy’s total quarterly number of $33 billion, Microsoft came in at $5.9 billion in revenue for the quarter, up from $5.2 billion last quarter.
Finally, Google announced cloud revenue of $3.4 billion, but that number includes all of its cloud revenue including G Suite and other software. Synergy reported that this was good for 9%, or $2.98 billion, up from $2.7 billion last quarter, good for third place.
Alibaba and IBM were tied for fourth with 5%, or around $1.65 billion each.
Image Credits: Synergy Research
It’s worth noting that Canalys had similar numbers to Synergy, with growth of 33% to $36.5 billion. They had the same market order with slightly different numbers, with Amazon at 32%, Microsoft at 19% and Google at 7%, and Alibaba in 4th place at 6%.
Canalys sees continued growth ahead, especially as hybrid cloud begins to merge with newer technologies like 5G and edge computing. “All three [providers] are collaborating with mobile operators to deploy their cloud stacks at the edge in the operators’ data centers. These are part of holistic initiatives to profit from 5G services among business customers, as well as transform the mobile operators’ IT infrastructure,” Canalys analyst Blake Murray said in a statement.
While the pure growth continues to move steadily downward over time, this is expected in a market that’s maturing like cloud infrastructure, but as companies continue to shift workloads more rapidly to the cloud during the pandemic, and find new use cases like 5G and edge computing, the market could continue to generate substantial revenue well into the future.
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Over the course of the last few years, Microsoft started adding the concept of “data types” to Excel; that is, the ability to pull in geography and real-time stock data from the cloud, for example. Thanks to its partnership with Wolfram, Excel now features more than 100 of these data types that can flow into a spreadsheet. But you won’t be limited to only these pre-built data types for long. Soon, Excel will also let you bring in your own data types.
That means you can have a “customer” data type, for example, that can bring in rich customer data from a third-party service into Excel. The conduit for this is either Power BI, which now allows Excel to pull in any data you previously published there, or Microsoft’s Power Query feature in Excel that lets you connect to a wide variety of data sources, including common databases like SQL Server, MySQL and PostreSQL, as well as third-party services like Teradata and Facebook.
“Up to this point, the Excel grid has been flat… it’s two dimensional,” Microsoft’s head of product for Excel, Brian Jones, writes in today’s announcement. “You can lay out numbers, text, and formulas across the flexible grid, and people have built amazing things with those capabilities. Not all data is flat though and forcing data into that 2D structure has its limits. With Data Types we’ve added a 3rd dimension to what you can build with Excel. Any cell can now contain a rich set of structured data… in just a single cell.”
The promise here is that this will make Excel more flexible, and I’m sure a lot of enterprises will adapt these capabilities. These companies aren’t likely to move to Airtable or similar Excel-like tools anytime soon, but have data analysis needs that are only increasing now that every company gathers more data than it knows what to do with. This is also a feature that none of Excel’s competitors currently offer, including Google Sheets.
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Seattle-based Pulumi, one of the newer startups in the ”infrastructure-as-code” space, today announced that it has raised a $37.5 million Series B funding round led by NEA. Previous investors Madrona Venture Group and Tola Capital also participated in this round, which brings the total investment in the company to $57.5 million.
The new investment follows the launch of Pulumi 2.0, which got the company closer to its vision of becoming what the team calls a “cloud engineering platform” and impressive growth over the last year, with a 10x growth in adoption in the last 12 months.
“We started with infrastructure as code, because we felt like that was a foundational piece that gave us the programming model, along with the cloud resource model,” Pulumi co-founder and CEO Joe Duffy told me. “That was an important place to start. With [Pulumi] 2.0, we launched support for testing, for policy as code — so that you could actually apply governance and compliance as part of your infrastructure management — and really helping more of the team work together.”
Indeed, after starting with a focus on infrastructure teams, Pulumi is now looking to expand across teams.
“The infrastructure team is becoming the nucleus that pulls the whole team together. We’re actually calling this cloud engineering,” Duffy explained. “What we’re calling cloud engineering is developers using the cloud in a first-class way, infrastructure teams helping them do that and increasingly pulling in security engineers to make sure that governance is part of the story as well. The 2.0 release was our first time exploring those adjacencies and trying to paint a path to realizing the full Pulumi vision.”
Infrastructure as code isn’t necessarily new, of course. The promise of Pulumi is that it isn’t hobbled by any legacy products but that the team designed it as a cloud-native product from the ground up. That’s something NEA’s Aaron Jacobson, who will join the company’s board, also stressed.
“If you think about how fast the cloud has evolved just in 10 years, Pulumi is built in a place of multi-cloud, of Kubernetes, of serverless, Jacobson said. “And much of the original infrastructure-as-code constructs didn’t even have those in mind. Since Pulumi is newer to market and has come after all those constructs, it just has better integration, it’s just a more delightful experience to developers.”
NEA’s Scott Sandell is actually taking this a bit further. “Venture capitalists are in the business of pattern recognition,” he said. “And the pattern that I recognized actually goes all the way back to when I was a product manager in the windows group. And I saw that developers don’t want to have to deal with complexity — they want to have the complexity managed for them.” That, he argues, is what Pulumi does for developers — and it surely helped both Duffy and his co-founder and Pulumi executive chairman Eric Rudder, who left successful careers at Microsoft to build this company.
In addition to the new funding, Pulumi also today announced that it brought in a number of new executives, including industry veterans Jay Wampold as CMO, Lindsay Marolich as senior director of demand generation, Kevin Kotecki as VP of sales and Lee-Ming Zen as VP of engineering.
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Ubisoft originally announced its subscription service back in June. Today, the company is rebranding the service from UPlay+ to Ubisoft+. The service is also on its way to Amazon’s Luna and Google’s Stadia. Ubisoft is betting on a multi-platform subscription, which means that you’ll be able to subscribe once and play Ubisoft+ games on PC, Amazon Luna and Stadia.
Ubisoft+ is already available on PC. For $14.99 a month, you can download and play more than 100 games — the service includes both classics and newly released titles, such as games in the Splinter Cell and Prince of Persia franchises as well as the company’s upcoming releases. Assassin’s Creed Valhalla, Watch Dogs Legion and Immortals Fenyx Rising will be available in the Ubisoft+ library on their respective launch days.
Ubisoft is trying to include premium editions of the games so that you don’t have to pay for game passes to access additional content. For instance, you can play the ultimate editions of Rainbow Six Siege, The Division 2, Assassin’s Creed Odyssey, etc.
On November 10, you’ll be able to access Ubisoft+ games on Amazon Luna is you’re beta testing Amazon’s cloud gaming service. And Google will also let you connect your Ubisoft+ account with Stadia by the end of the year. Interestingly, you don’t need to pay for Stadia Pro to access Ubisoft+ titles.
Ubisoft is working on cross-platform progression, starting with upcoming titles. It’s a subscription focused on content, not platforms.
As you can see, Microsoft and Sony don’t support Ubisoft+. It means that you won’t be able to subscribe and play on your Xbox or PlayStation. Console manufacturers take a cut on game purchases. That’s why negotiations between third-party game studios and console manufacturers are more complicated.
Image Credits: Ubisoft
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Facebook will soon be the latest tech giant to enter the world of cloud gaming. Their approach is different than what Microsoft or Google has built, but Facebook highlights a shared central challenge: dealing with Apple.
Facebook is not building a console gaming competitor to compete with Stadia or xCloud; instead, the focus is wholly on mobile games. Why cloud stream mobile games that your device is already capable of running locally? Facebook is aiming to get users into games more quickly and put less friction between a user seeing an advertisement for a game and actually playing it themselves. Users can quickly tap into the title without downloading anything, and if they eventually opt to download the title from a mobile app store, they’ll be able to pick up where they left off.
Facebook’s service will launch on the desktop web and Android, but not iOS due to what Facebook frames as usability restrictions outlined in Apple’s App Store terms and conditions.
With the new platform, users will be able to start playing mobile games directly from Facebook ads. Image via Facebook.
While Apple has suffered an onslaught of criticism in 2020 from developers of major apps like Spotify, Tinder and Fortnite for how much money they take as a cut from revenues of apps downloaded from the App Store, the plights of companies aiming to build cloud gaming platforms have been more nuanced and are tied to how those platforms are fundamentally allowed to operate on Apple devices.
Apple was initially slow to provide a path forward for cloud gaming apps from Google and Microsoft, which had previously been outlawed on the App Store. The iPhone maker recently updated its policies to allow these apps to exist, but in a more convoluted capacity than the platform makers had hoped, forcing them to first send users to the App Store before being able to cloud stream a gaming title on their platform.
For a user downloading a lengthy single-player console epic, the short pitstop is an inconvenience, but long-time Facebook gaming exec Jason Rubin says that the stipulations are a non-starter for what Facebook’s platform envisions, a way to start playing mobile games immediately without downloading anything.
“It’s a sequence of hurdles that altogether make a bad consumer experience,” Rubin tells TechCrunch.
Apple tells TechCrunch that they have continued to engage with Facebook on bringing its gaming efforts under its guidelines and that platforms can reach iOS by either submitting each individual game to the App Store for review or operating their service on Safari.
In terms of building the new platform onto the mobile web, Rubin says that without being able to point users of their iOS app to browser-based experiences, as current rules forbid, Facebook doesn’t see pushing its billions of users to accessing the service primarily from a browser as a reasonable alternative. In a Zoom call, Rubin demonstrates how this could operate on iOS, with users tapping an advertisement inside the app and being redirected to a game experience in mobile Safari.
“But if I click on that, I can’t go to the web. Apple says, ‘No, no, no, no, no, you can’t do that,’ ” Rubin tells us. “Apple may say that it’s a free and open web, but what you can actually build on that web is dictated by what they decide to put in their core functionality.”
Facebook VP of Play Jason Rubin. Image via Facebook.
Rubin, who co-founded the game development studio Naughty Dog in 1994 before it was acquired by Sony in 2001, has been at Facebook since he joined Oculus months after its 2014 acquisition was announced. Rubin had previously been tasked with managing the games ecosystem for its virtual reality headsets; this year he was put in charge of the company’s gaming initiatives across their core family of apps as the company’s VP of Play.
Rubin, well familiar with game developer/platform skirmishes, was quick to distinguish the bone Facebook had to pick with Apple and complaints from those like Epic Games, which sued Apple this summer.
“I do want to put a pin in the fact that we’re giving Google 30% [on Android]. The Apple issue is not about money,” Rubin tells TechCrunch. “We can talk about whether or not it’s fair that Google takes that 30%. But we would be willing to give Apple the 30% right now, if they would just let consumers have the opportunity to do what we’re offering here.”
Facebook is notably also taking a 30% cut of transaction within these games, even as Facebook’s executive team has taken its own shots at Apple’s steep revenue fee in the past, most recently criticizing how Apple’s App Store model was hurting small businesses during the pandemic. This saga eventually led to Apple announcing that it would withhold its cut through the end of the year for ticket sales of small businesses hosting online events.
Apple’s reticence to allow major gaming platforms a path toward independently serving up games to consumers underscores the significant portion of App Store revenues that could be eliminated by a consumer shift toward these cloud platforms. Apple earned around $50 billion from the App Store last year, CNBC estimates, and gaming has long been their most profitable vertical.
Though Facebook is framing this as an uphill battle against a major platform for the good of the gamer, this is hardly a battle between two underdogs. Facebook pulled in nearly $70 billion in ad revenues last year, and improving their offerings for mobile game studios could be a meaningful step toward increasing that number, something Apple’s App Store rules threaten.
For the time being, Facebook is keeping this launch pretty conservative. There are just 5-10 titles that are going to be available at launch, Rubin says. Facebook is rolling out access to the new service, which is free, this week across a handful of states in America, including California, Texas, Massachusetts, New York, New Jersey, Connecticut, Rhode Island, Delaware, Pennsylvania, Maryland, Washington, D.C., Virginia and West Virginia. The hodge-podge nature of the geographic rollout is owed to the technical limitations of cloud-gaming — people have to be close to data centers where the service has rolled out in order to have a usable experience. Facebook is aiming to scale to the rest of the U.S. in the coming months, they say.
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Microsoft is taking its Azure cloud computing platform to the final frontier — space. It now has a dedicated business unit called Azure Space for that purpose, made up of industry heavyweights and engineers who are focused on space-sector services, including simulation of space missions, gathering and interpreting satellite data to provide insights and providing global satellite networking capabilities through new and expanded partnerships.
One of Microsoft’s new partners for Azure Space is SpaceX, the progenitor and major current player in the so-called “New Space” industry. SpaceX will be providing Microsoft with access to its Starlink low-latency satellite-based broadband network for Microsoft’s new Azure Modular Datacenter (MDC) — essentially an on-demand container-based data center unit that can be deployed in remote locations, either to operate on their own or boost local capabilities.
Image Credits: Microsoft
The MDC is a contained unit, and can operate off-grid using its own satellite network connectivity add-on. It’s similar in concept to the company’s work on underwater data centres, but keeping it on the ground obviously opens up more opportunities in terms of locating it where people need it, rather than having to be proximate to an ocean or sea.
The other big part of this announcement focuses on space preparedness via simulation. Microsoft revealed the Azure Orbital Emulator today, which provides in a computer emulated environment the ability to test satellite constellation operations in simulation, using both software and hardware. It’s basically aiming to provide as close to in-space conditions as are possible on the ground in order to get everything ready for coordinating large, interconnected constellations of automated satellites in low Earth orbit, an increasing need as more defense agencies and private companies pursue this approach versus the legacy method of relying on one, two or just a few large geosynchronous spacecraft.
Image Credits: Microsoft
Microsoft says the goal with the Orbital Emulator is to train AI for use on orbital spacecraft before those spacecraft are actually launched — from the early development phase, right up to working with production hardware on the ground before it takes its trip to space. That’s definitely a big potential competitive advantage, because it should help companies spot even more potential problems early on while they’re still relatively easy to fix (not the case on orbit).
This emulated environment for on-orbit mission prep is already in use by Azure Government customers, the company notes. It’s also looking for more partners across government and industry for space-related services, including communication, national security, satellite services including observation and telemetry and more.
SpaceX confirms Starlink internet private beta underway, showing low latency and speeds over 100Mbps
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The news last week that U.S. utility and renewable energy company NextEra Energy briefly overtook ExxonMobil and Saudi Aramco to become the world’s most valuable energy producer shows just how valuable sustainable businesses have become. It’s yet another proof point that there are billions of dollars available for companies focused on renewable energy alone — and a sign that, finally, the floodgates may be about to open for companies that build their businesses to service a sustainability revolution.
Large money managers are already returning to investing in earlier-stage sustainability investments after an extended hiatus. These are institutional investors like the Canadian Pension Plan Investment Board and Caisse de dépôt et placement du Québec, which could commit billions between them to technologies focused on mitigating the impacts of climate change or reducing greenhouse gas emissions across industries. The flood of dollars into renewable energy and sustainable technologies actually began in the first quarter of the year.
Some of the largest private equity funds in the U.S., like Blackstone (with $571 billion in assets under management), announced a flood of investments into renewable power generation and storage. Blackstone alone invested nearly $1 billion into Altus Power Generation, a renewable energy developer, and NRStor, an energy storage company; while Generate Capital raised $1 billion for renewable energy infrastructure projects; and Warburg Pincus (with more than $50 billion in assets under management) backed Scale Microgrids, which developed clean energy and storage projects, with another $300 million. In March, the Canadian Pension Plan Investment Board closed its investment in Pattern Energy Group, a $6.1 billion transaction that gave the massive money manager ownership of a renewable power project owner and developer with assets across North America and Japan.
Behind all of that massive investment will be a surge in demand for technologies that can orchestrate resources that will be more distributed and provide better energy storage and distribution technologies for a more complicated grid. Indeed, the beginning of the year saw venture firms like Lightspeed Venture Partners, Sequoia and Union Square Ventures begin to plant flags around sustainable investments in startup companies. Microsoft announced a $1 billion climate change-focused investment fund, and in the second quarter, Amazon followed suit with the commitment of $2 billion to its Climate Pledge Fund that would invest across a range of renewable and sustainability-focused technology startups and climate-related projects.
“You’ve got all of this activity even without policy changes — and policy changes are even going in the wrong direction,” said Abe Yokell, a longtime investor in technologies addressing climate change and the managing partner of Congruent Ventures, in an interview with TechCrunch earlier this year. “Our general framework is that the venture model applies to some but not all of the solutions that will solve the problem of climate change.”
In 2007, John Doerr, then one of the world’s most successful venture investors and a leader at Kleiner Perkins Caufield and Byers (now just Kleiner Perkins), delivered an emotional speech to an early audience of TED talk attendees. In it, Doerr announced that KPCB would be investing $200 million into a range of “clean technology” companies and encouraged other investors to make similar commitments. Doerr spoke of a coming climate crisis that would reshape the globe and wreak vast economic damage on communities. He wasn’t wrong.
But the solutions that the first generation of clean tech investors backed were economically unfeasible and markets weren’t then ready to embrace massive investments required to avoid what were, at the time, future risk scenarios. Prices for solar and wind energy production technologies were too expensive and energy storage options too unreliable. Biofuels could not compete at costs that would make them competitive with existing petrochemicals, and bioplastics and chemicals suffered from the same problems (along with a consumer culture that had not awoken to the perils of plastic and chemical production).
While there were a few notable successes from that first generation of clean-tech companies, including, most notably, Tesla, there were far more failures. Kleiner alone poured hundreds of millions into companies like Think and Fisker Automotive, two early electric vehicle companies. Another electric vehicle bet, Better Place, lost $1 billion for investors like VantagePoint Venture Partners. The losses weren’t confined to electric vehicles. Solar energy companies, biofuel companies, grid management companies and battery companies all racked up millions in losses for a generation of venture funds.
Yokell, who previously worked as an investor at Rockport Capital, saw the failures, but managed to persevere and raise new cash with his fund Congruent. “Things are different, but they are different for 10 different reasons — not one different reason,” Yokell said. “The preponderance of dollars went into the physical layer that would drive down the cost of accessing a product or technology. Solar is a great example; wind is a great example; batteries are a great example. [But] this time around, the venture dollars that are going into the ecosystem are being applied to products and services that are going to the end product.”
This means focusing not on the generation of electricity necessarily, but managing and monitoring how those atoms move. Or in the case of food tech, making the processes of creation and distribution more efficient in addition to making new sources of supply. “Venture is a rule of exceptions,” said Yokell. “If you use what works for the venture model and apply it to Tesla [most investors] were wrong. It only takes two massive successes to prove the rule wrong.”
More often though, the money for venture investors is in following some basic rules of investing — chiefly look for high-margin businesses with low upfront capital costs. If something is going to take $40 million or $50 million just to figure out that it might work and then you need to spend another $200 million to prove that it does work … that’s likely not going to be a good bet for a venture firm, Yokell said.
Even as most venture capital dollars shied away from investments in technology that could move the needle on climate (one large exception being Vinod Khosla and Khosla Ventures … another story), the world’s largest investment firms, money managers, publicly traded energy and agriculture companies began stepping up their commitments.
In part, that’s because the economic viability started to become more apparent for decades-old technologies like wind and solar. The costs of these energy-generating technologies made sense to develop because they were, in many cases, cheaper than the alternative. A June report from the International Renewable Energy Agency showed that renewable power generation projects were cheaper than the cost to operate existing coal-fired plants. Next year, the energy agency said, the 1.2 gigawatts of existing coal capacity could cost more to operate than the cost of new utility-scale solar photovoltaics. According to the agency:
Replacing the costliest 500 GW of coal with solar PV and onshore wind next year would cut power system costs by up to USD 23 billion every year and reduce annual emissions by around 1.8 gigatons (Gt) of carbon dioxide (CO2), equivalent to 5% of total global CO2 emissions in 2019. It would also yield an investment stimulus of USD 940 billion, which is equal to around 1% of global GDP.
Beyond that, the real effects of climate change began to be felt in rising insurance payouts as a result of increasingly frequent natural disasters and money managers beginning to realize that you can’t have a functioning economy if you don’t have a functioning society thanks to social unrest brought about by rising populations consuming increasingly limited resources thanks to climatological collapse.
In early January, BlackRock, one of the world’s largest investment firms, pledged to refocus all of its investment activities through a climate lens. The investment bank Jefferies has declared 2020 to be the shot from the starting gun for what will be a decade of investments focused on environmental, social and corporate governance. Big energy companies were already picking up the slack where venture investment left off, with firms like National Grid Partners, Energy Investment Partners and others committing capital to new energy technologies even as venture investors pulled back. In 2016, Bill Gates launched a $1 billion investment fund that would focus on climate-related investing, backed by several of his billionaire buddies (including Kleiner Perkins’ John Doerr and former Kleiner Perkins managing director, Vinod Khosla) and take the big swings that many venture firms were unwilling to take at the time.
Investments in clean tech and sustainability were never just about energy, although that captured a fair bit of the imagination and some of the earliest returns — in biofuels companies and electric vehicles. Now, the breadth of the thesis is being expressed in a deluge of exits and millions invested in areas like novel proteins for food production, new technologies for a more sustainable agriculture, new consumer food products, new technologies for managing power and distributing it and fantastic new ways to generate that power.
Last week, AppHarvest, a company using greenhouse farming techniques to grow tomatoes more sustainably, agreed to go public through a special purpose acquisition vehicle, and just today, a bioplastics manufacturer is taking the same tack. With the world awash in capital and looking for high-growth companies to generate returns, sustainability looks like a good bet.
Those are the companies that have managed to access public markets in the last week. Beyond Meat captured the attention of institutional investors and the investing public with its better-tasting hamburger substitute, and Perfect Day snagged a massive investment from the Canadian Pension Plan Investment Board to make an alternative to cow’s milk. In fact, Perfect Day was the inaugural investment in the national pension fund’s climate strategy. Other deals should follow.
Meanwhile, as carbon emissions monitoring, management and sequestration gain broader commercial and consumer traction, other investment opportunities will begin to open up for digital solutions.
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As Nvidia continues to work through its deal to acquire Arm from SoftBank for $40 billion, the computing giant is making another big move to lay out its commitment to investing in U.K. technology. Today the company announced plans to develop Cambridge-1, a new £40 million AI supercomputer that will be used for research in the health industry in the country, the first supercomputer built by Nvidia specifically for external research access, it said.
Nvidia said it is already working with GSK, AstraZeneca, London hospitals Guy’s and St Thomas’ NHS Foundation Trust, King’s College London and Oxford Nanopore to use the Cambridge-1. The supercomputer is due to come online by the end of the year and will be the company’s second supercomputer in the country. The first is already in development at the company’s AI Center of Excellence in Cambridge, and the plan is to add more supercomputers over time.
The growing role of AI has underscored an interesting crossroads in medical research. On one hand, leading researchers all acknowledge the role it will be playing in their work. On the other, none of them (nor their institutions) have the resources to meet that demand on their own. That’s driving them all to get involved much more deeply with big tech companies like Google, Microsoft and, in this case, Nvidia, to carry out work.
Alongside the supercomputer news, Nvidia is making a second announcement in the area of healthcare in the U.K.: it has inked a partnership with GSK, which has established an AI hub in London, to build AI-based computational processes that will be used in drug vaccine and discovery — an especially timely piece of news, given that we are in a global health pandemic and all drug makers and researchers are on the hunt to understand more about, and build vaccines for, COVID-19.
The news is coinciding with Nvidia’s industry event, the GPU Technology Conference.
“Tackling the world’s most pressing challenges in healthcare requires massively powerful computing resources to harness the capabilities of AI,” said Jensen Huang, founder and CEO of Nvidia, in his keynote at the event. “The Cambridge-1 supercomputer will serve as a hub of innovation for the U.K., and further the groundbreaking work being done by the nation’s researchers in critical healthcare and drug discovery.”
The company plans to dedicate Cambridge-1 resources in four areas, it said: industry research, in particular joint research on projects that exceed the resources of any single institution; university granted compute time; health-focused AI startups; and education for future AI practitioners. It’s already building specific applications in areas, like the drug discovery work it’s doing with GSK, that will be run on the machine.
The Cambridge-1 will be built on Nvidia’s DGX SuperPOD system, which can process 400 petaflops of AI performance and 8 petaflops of Linpack performance. Nvidia said this will rank it as the 29th fastest supercomputer in the world.
“Number 29” doesn’t sound very groundbreaking, but there are other reasons why the announcement is significant.
For starters, it underscores how the supercomputing market — while still not a mass-market enterprise — is increasingly developing more focus around specific areas of research and industries. In this case, it underscores how health research has become more complex, and how applications of artificial intelligence have both spurred that complexity but, in the case of building stronger computing power, also provides a better route — some might say one of the only viable routes in the most complex of cases — to medical breakthroughs and discoveries.
It’s also notable that the effort is being forged in the U.K. Nvidia’s deal to buy Arm has seen some resistance in the market — with one group leading a campaign to stop the sale and take Arm independent — but this latest announcement underscores that the company is already involved pretty deeply in the U.K. market, bolstering Nvidia’s case to double down even further. (Yes, chip reference designs and building supercomputers are different enterprises, but the argument for Nvidia is one of commitment and presence.)
“AI and machine learning are like a new microscope that will help scientists to see things that they couldn’t see otherwise,” said Dr. Hal Barron, chief scientific officer and president, R&D, GSK, in a statement. “NVIDIA’s investment in computing, combined with the power of deep learning, will enable solutions to some of the life sciences industry’s greatest challenges and help us continue to deliver transformational medicines and vaccines to patients. Together with GSK’s new AI lab in London, I am delighted that these advanced technologies will now be available to help the U.K.’s outstanding scientists.”
“The use of big data, supercomputing and artificial intelligence have the potential to transform research and development; from target identification through clinical research and all the way to the launch of new medicines,” added James Weatherall, PhD, head of Data Science and AI, AstraZeneca, in his statement.
“Recent advances in AI have seen increasingly powerful models being used for complex tasks such as image recognition and natural language understanding,” said Sebastien Ourselin, head, School of Biomedical Engineering & Imaging Sciences at King’s College London. “These models have achieved previously unimaginable performance by using an unprecedented scale of computational power, amassing millions of GPU hours per model. Through this partnership, for the first time, such a scale of computational power will be available to healthcare research – it will be truly transformational for patient health and treatment pathways.”
Dr. Ian Abbs, chief executive & chief medical director of Guy’s and St Thomas’ NHS Foundation Trust Officer, said: “If AI is to be deployed at scale for patient care, then accuracy, robustness and safety are of paramount importance. We need to ensure AI researchers have access to the largest and most comprehensive datasets that the NHS has to offer, our clinical expertise, and the required computational infrastructure to make sense of the data. This approach is not only necessary, but also the only ethical way to deliver AI in healthcare – more advanced AI means better care for our patients.”
“Compact AI has enabled real-time sequencing in the palm of your hand, and AI supercomputers are enabling new scientific discoveries in large-scale genomic data sets,” added Gordon Sanghera, CEO, Oxford Nanopore Technologies. “These complementary innovations in data analysis support a wealth of impactful science in the U.K., and critically, support our goal of bringing genomic analysis to anyone, anywhere.”
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When Microsoft introduced its customer data platform last February, the focus was on simply connecting silos of data to help customers get the data into the system. But as the pandemic has taken hold this year, customers need deeper insight into their customers, and Microsoft has made some enhancements to the platform today.
James Phillips, president of Microsoft Business Applications Group, says the goal of the platform is about understanding customers at a deeper level. “From that depth of understanding our customers can engage their customers through the entirety of the customer lifecycle,” Phillips told TechCrunch.
That could involve a variety of activities, such as personalizing offers, speaking to them in a way that they know their customers want to be spoken to, offering them new products and services that better meet their needs or supporting them better, he said.
He adds that COVID-19 has changed customer priorities and forced them to make adjustments to the way they do business and how they interact with customers. “As everything’s gone digital, the need to deeply understand your customer and to increase the efficacy of those engagements has really been heightened through this pandemic,” he said.
The company is announcing several new components to the customer data platform product to help customers build that understanding. The first is called Engagement Insights, which, as the name implies takes, all that data they’ve pushed to the CDP to help understand how the company is engaging with the customer better and deliver more meaningful interactions. That goes into preview today.
“Engagement Insights is about directly funneling web, mobile and connected product data back into Customer Insights to help continue to enrich that understanding of the customer in order to better serve them,” he said.
The next piece is about putting AI to work on all that data to allow marketers to make more educated predictions about the customers based on what they know about them. This takes advantage of Azure Synapse Analytics and provides a set of pre-built AI templates to help customers with elements like predicting customer churn, automating product recommendations and estimating customer lifetime value.
In addition, the company is offering a data governance product to help protect that data, and it’s integrating with Microsoft Customer Voice, the company’s survey tool to give customers the ability to fill in the blanks in the data by asking the customers when all of the data doesn’t provide an answer.
Phillips says all of these capabilities are about helping customers be more agile, so that as the world shifts, as it has so dramatically this year, businesses can be in a better position to react to those changes more quickly and meet the changing customer requirements.
It’s worth noting that Microsoft clearly isn’t alone in this type of offering, as every big company that sells marketing tools from Adobe to Salesforce to SAP is offering similar products for similar reasons.
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Amazon announces a new game service and plenty of hardware upgrades, tech companies team up against app stores and United Airlines tests a program for rapid COVID-19 testing. This is your Daily Crunch for September 24, 2020.
The big story: Amazon unveils its own game-streaming platform
Amazon’s competitor to Google Stadia and Microsoft xCloud is called Luna, and it’s available starting today at an early access price of $5.99 per month. Subscribers will be able to play games across PC, Mac and iOS, with more than 50 games in the library.
The company made the announcement at a virtual press event, where it also revealed a redesigned Echo line (with spherical speakers and swiveling screens), the latest Ring security camera and a new, lower-cost Fire TV Stick Lite.
You can also check out our full roundup of Amazon’s announcements.
The tech giants
App makers band together to fight for App Store changes with new ‘Coalition for App Fairness’ — Thirteen app publishers, including Epic Games, Deezer, Basecamp, Tile, Spotify and others, launched a coalition formalizing their efforts to force app store providers to change their policies or face regulation.
LinkedIn launches Stories, plus Zoom, BlueJeans and Teams video integrations as part of wider redesign — LinkedIn has built its business around recruitment, so this redesign pushes engagement in other ways as it waits for the job economy to pick up.
Facebook gives more details about its efforts against hate speech before Myanmar’s general election — This includes adding Burmese language warning screens to flag information rated false by third-party fact-checkers.
Startups, funding and venture capital
Why isn’t Robinhood a verb yet? — The latest episode of Equity discusses a giant funding round for Robinhood.
Twitter-backed Indian social network ShareChat raises $40 million — Following TikTok’s ban in India, scores of startups have launched short-video apps, but ShareChat has clearly established dominance.
Spotify CEO Daniel Ek pledges $1Bn of his wealth to back deeptech startups from Europe — Ek pointed to machine learning, biotechnology, materials sciences and energy as the sectors he’d like to invest in.
Advice and analysis from Extra Crunch
3 founders on why they pursued alternative startup ownership structures — At Disrupt, we heard about alternative approaches to ensuring that VCs and early founders aren’t the only ones who benefit from startup success.
Coinbase UX teardown: 5 fails and how to fix them — Many of these lessons, including the need to avoid the “Get Started” trap, can be applied to other digital products.
As tech stocks dip, is insurtech startup Root targeting an IPO? — Alex Wilhelm writes that Root’s debut could clarify Lemonade’s IPO and valuation.
(Reminder: Extra Crunch is our subscription membership program, which aims to democratize information about startups. You can sign up here.)
Everything else
United Airlines is making COVID-19 tests available to passengers, powered in part by Color — United is embarking on a new pilot project to see if easy access to COVID-19 testing immediately prior to a flight can help ease freedom of mobility.
Announcing the final agenda for TC Sessions: Mobility 2020 — TechCrunch reporters and editors will interview some of the top leaders in transportation.
The Daily Crunch is TechCrunch’s roundup of our biggest and most important stories. If you’d like to get this delivered to your inbox every day at around 3pm Pacific, you can subscribe here.
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