Thursday, April 30, 2020

Counterpoint: Smartphone sales in Q1 2020 decline 13% on a global scale

Counterpoint Research posted its analysis of the global smartphone market for Q1 2020, and the numbers do not look good at all. Due to the COVID-19 pandemic, shipments fell 13% on a yearly basis, with the total being under 300 million - a number that was last reported in 2014. There were only two major companies that did not suffer a yearly decline in shipments - Xiaomi and Realme. All the others saw a decrease, but the overall picture remained the same - Samsung and Huawei are top sellers, Apple is comfortably third, and then plenty of China-based companies are in a battle for the last...



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Android 10-based One UI 2 update delayed in India due to COVID-19

Samsung has announced that the rollout of Android 10-based One UI 2 update for its Galaxy devices in India has been delayed. The delay has been caused due to the nation-wide lockdown in India imposed by the government to curb the spread of COVID-19. This information comes from Samsung through its Members app, and it's a bit vague since the company says "we're experiencing a slight delay" without revealing how much the update schedule is affected and when the rollout will commence. However, Samsung might resume its full operations and begin the rollout of One UI 2 update in...



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HTC Vive announces Vive Sync for holding VR meetings, available for free in Beta

With COVID-19 pushing many industries to continue to conduct business online through tele-conferencing platforms, there's a new demand for presentation and business tools online. HTC is announcing a new presentation tool for its VR platform: the Vive. The platform is called Vive Sync, and it lets people conduct presentations in a virtual 3D space. The first aspect of the VR platform that's different from video conferencing is the use of personalized avatars. These avatars are full body and can convey body language in a presentation. Creating your avatar starts with a selfie....



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Black Shark 3 and 3 Pro gaming phones land in Europe on May 8

Xiaomi's gaming-oriented sub-brand Black Shark launched its latest devices in China in March, and now it's finally ready to bring them to Europe. Both the Black Shark 3 and the Black Shark 3 Pro will go on sale in Europe on May 8. Prices haven't been unveiled yet, but given Black Shark's past antics, expect them to be very competitive for the innards you are getting. And those innards are indeed nothing to scoff at. Black Shark 3 (left) and Black Shark 3 Pro (right) The Black Shark 3 has a 6.67" 1080x2400 AMOLED touchscreen with 90Hz refresh rate, the Snapdragon 865 SoC at the...



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Intel unveils 10th generation Comet Lake desktop processors

Intel has taken the wraps off its 10th generation lineup of desktop CPUs. Codenamed 'Comet Lake', these new parts are still technically based on the 14nm 'Skylake' process from a few years ago but with multiple refinements. First, let's get one thing out of the way. Intel today announced 32 new models in its 10th generation lineup, starting with the Celeron chips at the bottom all the way up to the i9 10900K. We are not going to discuss all of them but just a select few. Having said that, as you can probably see from the part list below, most of the chips are just variations of...



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The ‘PuffPacket’ could help researchers learn when, how and why people vape

Vaping is a controversial habit: it certainly has its downsides, but anecdotally it’s a fantastic smoking cessation aid. The thing is, until behavioral scientists know a bit more about who does it, when, how much and other details, its use will continue to be something of a mystery. That’s where the PuffPacket comes in.

Designed by Cornell engineers, the PuffPacket is a small device that attaches to e-cigarettes (or vape pens, or whatever you call yours) and precisely measures their use, sharing that information with a smartphone app for the user, and potentially researchers, to review later.

Some vaping devices are already set up with something like this, to tell a user when the cartridge is running low or a certain limit has been reached. But generally when vaping habits are studied, they rely on self-report data, not proprietary apps.

“The lack of continuous and objective understanding of vaping behaviors led us to develop PuffPacket to enable proper measurement, monitoring, tracking and recording of e-cigarette use, as opposed to inferring it from location and activity data, or self-reports,” said PhD student Alexander Adams, who led the creation of the device, in a Cornell news release.

The device fits a number of e-cigarette types, fitting between the mouthpiece and the heating element. It sits idle until the user breathes in, which activates the e-cigarette’s circuits, and the PuffPacket’s as well. By paying attention to the voltage, it can tell how much liquid is being vaporized, as well as simpler measurements like the duration and timing of the inhalation.

An example using real data of how location and activity could be correlated with vaping

This data is sent to the smartphone app via Bluetooth, where it is cross-referenced with other information, like location, motion and other metadata. This may lead to identifiable patterns, like that someone vapes frequently when they walk in the morning but not the afternoon, or after coffee but not meals, or far more at the bar than at home — that sort of thing. Perhaps even (with the proper permissions) it could track use of certain apps — Instagram and vape? Post-game puff?

Some of these might be obvious, others not so much — but either way, it helps to have them backed up by real data rather than asking a person to estimate their own usage. They may not know, understand or wish to admit their own habits.

“Getting these correlations between time of day, place and activity is important for understanding addiction. Research has shown that if you can keep people away from the paths of their normal habits, it can disrupt them,” said Adams.

No one is expecting people to voluntarily stick these things on their vape pens and share their info, but the design — which is being released as open source — could be used by researchers performing more formal studies. You can read the paper describing PuffPacket here.



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Microsoft makes it easier to get started with Windows Virtual Desktops

Microsoft today announced a slew of updates to various parts of its Microsoft 365 ecosystem. A lot of these aren’t all that exciting (though that obviously depends on your level of enthusiasm for products like Microsoft Endpoint Manager), but the overall thrust behind this update is to make life easier for the IT admins that help provision and manage corporate Windows — and Mac — machines, something that’s even more important right now, given how many companies are trying to quickly adapt to this new work-from-home environment.

For them, the highlight of today’s set of announcements is surely an update to Windows Virtual Desktop, Microsoft’s service for giving employees access to a virtualized desktop environment on Azure and that allows IT departments to host multiple Windows 10 sessions on the same hardware. The company is launching a completely new management experience for this service that makes getting started significantly easier for admins.

Ahead of today’s announcement, Brad Anderson, Microsoft’s corporate VP for Microsoft 365, told me that it took a considerable amount of Azure expertise to get started with this service. With this update, you still need to know a bit about Azure, but the overall process of getting started is now significantly easier. And that, Anderson noted, is now more important than ever.

“Some organizations are telling me that they’re using on-prem [Virtual Desktop Infrastructure]. They had to go do work to basically free up capacity. In some cases, that means doing away with disaster recovery for some of their services in order to get the capacity,” Anderson said. “In some cases, I hear leaders say it’s going to take until the middle or the end of May to get the additional capacity to spin up the VDI sessions that are needed. In today’s world, that’s just unacceptable. Given what the cloud can do, people need to have the ability to spin up and spin down on demand. And that’s the unique thing that a Windows Virtual Desktop does relative to traditional VDI.”

Anderson also believes that remote work will remain much more common once things go back to normal — whenever that happens and whatever that will look like. “I think the usage of virtualization where you are virtualizing running an app in a data center in the cloud and then virtualizing it down will grow. This will introduce a secular trend and growth of cloud-based VDI,” he said.

In addition to making the management experience easier, Microsoft is now also making it possible to use Microsoft Teams for video meetings in these virtual desktop environments, using a feature called ‘A/V redirection’ that allows users to connect their local audio and video hardware and virtual machines with low latency. It’ll take another month or so for this feature to roll out, though.

Also new is the ability to keep service metadata about Windows Virtual Desktop usage within a certain Azure region for compliance and regulatory reasons.

For those of you interested in Microsoft Endpoint Manager, the big news here is better support for macOS-based machines. Using the new Intune MDM agent for macOS, admins can use the same tool for managing repetitive tasks on Windows 10 and macOS.

Productivity Score — a product only an enterprise manager would love — is also getting an update. You can now see how people in an organization are reading, authoring and collaborating around content in OneDrive and SharePoint, for example. And if they aren’t, you can write a memo and tell them they should collaborate more.

There are also new dashboards here for looking at how employees work across devices and how they communicate. It’s worth noting that this is aggregate data and not another way for corporate to look at what individual employees are doing.

The one feature here that does actually seem really useful, especially given the current situation, is a new Network Connectivity category that helps IT to figure out where there are networking challenges.



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Redmi Note 9 and global Note 9 Pro announced

After debuting in India last month, the Redmi Note 9 Pro and Note 9 Pro Max were followed by the Redmi Note 9S which is the global variant of the 9 Pro. Now, the company announced its all-new vanilla Redmi Note 9 as well as the global version of the Redmi Note 9 Pro Max, which is called Redmi Note 9 Pro. Yes, it's properly confusing, but that's that's Xiaomi naming for you. Redmi Note 9 The third entry to the Redmi Note 9 line brings a 6.53-inch IPS display with FHD+ resolution and a punch-hole cutout in the top left corner for the 13MP selfie cam. Around the back, we have the same...



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Xiaomi's Mi 10, Mi 10 Pro and Redmi K30 Pro get GPU updates

Qualcomm announced an interesting new feature (dubbed Elite Gaming) with the introduction of the Snapdragon 865 and 765 chipsets - the ability to update GPU drivers through an app, instead of waiting for a firmware update. Three Xiaomi phones are the first to take advantage of this new feature. The Xiaomi Mi 10 5G, Mi 10 Pro 5G and Redmi K30 Pro, all S865-powered devices, can now have their GPU drivers updated independently from the ROM. Unfortunately, the app that does it is available only on Xiaomi's Chinese app store at the moment. This is pretty similar to how computer GPUs work...



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With fresh support from its billionaire backers Pivot Bio is ushering in a farming revolution

In the first decade of the twentieth century two German chemists, Fritz Haber and Carl Bosch, invented fertilizer — the nitrogen compound which ushered in modern agriculture and saved the world from potential starvation.

Now, over a century later, a new group of scientists backed by government-owned international investment funds and some of the world’s wealthiest men and women is trying to save the world from their invention.

In the hundred years since companies began manufacturing fertilizer at an industrial scale, the chemical has become one of the main sources of the pollution that’s choking the planet and putting millions of the lives its use has helped to feed at risk from severe droughts, fires, floods, and storms caused by climate change.

That’s why investors including Breakthrough Energy Ventures (the investment fund backed by Mukesh Ambani, Jeff Bezos, Bill Gates and Masayoshi Son) and the Singapore-owned investment fund Temasek along with DCVC; Prelude Ventures; Spruce Capital Partners; Codon Capital; Bunge Ventures; Continental Grain Company; Tekfen Ventures; Pavilion Capital; and individual investors Alan Cohen and Roger Underwood have backed Pivot Bio with a new $100 million investment.

Pivot uses genetically edited microbes to replicate the work that naturally occurring bacteria had done for millions of years to fix nitrogen in the soil, where it could be absorbed through plants’ root structures.

Crops like peas, beans, and soybeans have developed a symbiotic relationship with bacteria in the soil that take nitrogen from the air and convert it into a form that the plants can use. But grains like corn and wheat don’t have a link with any nitrogen-fixing bacteria, so they’re not able to grow as robustly. Some farmers rotate crops between plants that have nitrogen fixing bacteria and those that don’t so the soil can remain nutrient rich.

Using the company’s products, Pivot Bio estimates that farmers can improve yields and remove one gigaton of carbon dioxide-equivalent emissions from the atmosphere. The company also said that it can reduce approximately $4.1. billion in spending on water purification across the U.S. Spending which can be traced back to the water pollution associated with industrial farming and its use of synthetic fertilizers.

Over time, the run off of excess fertilizer from farms can lead to environmental degradation and the poisoning of local and regional water supplies.

Farmers are already using Pivot Bio’s microbes to improve crop yields and reduce fertilizer use for corn crops — with typically gains of 5.8 bushels per acre on fields that used the company’s treatments compared to fields using only synthetic nitrogen, the company said.

“Growers and our planet deserve a better fertilizer – one that balances on-farm economics with the farmer’s commitment to leave the land better for the next generation, and Pivot Bio’s technology helps them do just that,” said Karsten Temme, CEO and co-founder of Pivot Bio.

Pivot will use the money from the new round to expand internationally into Latin America and Canada and begin marketing a new product that it’s introducing into the U.S. market for wheat crops, the company said.

“Pivot Bio’s microbial nitrogen fertilizers are revolutionizing how farmers apply nitrogen to their crops, and we’re excited to continue our investment to support this important mission,” said Carmichael Roberts of Breakthrough Energy Ventures, in a statement. “The company is leading the charge on truly sustainable farming techniques, and we’re confident that they’ll continue to innovate their product offerings to solve this critical climate and societal challenge.”

As Temme notes, the thesis around using microbes in agriculture dates back at least fifty years. However DNA sequencing, machine learning, and gene editing made possible by advances like CRISPR all equate to new abilities for researchers to develop products that can fulfill the promise that microbial soil enrichment promised.

For Pivot Bio, the proof is in the sales. Even as the economic downturn caused by the COVID-19 epidemic continues to wreak its havoc on a range of industries, Temme said that Pivot’s sales remain consistent.

Typically when farmers face tough times, they go back to basics and don’t experiment with new, relatively unproven products, Temme said. However, Pivot’s product is already sold out for the season.

“Pivot Bio is addressing one of the most difficult challenges facing agriculture in the 21st century – reducing dependence on damaging synthetic fertilizer while increasing crop yields and creating better outcomes for farmers,” said Matt Ocko, Managing Partner, DCVC, in a statement.

Pivot may be the company that’s managed to get to market first, but they’re far from the only company looking at replacing fertilizer with microbes. In Boston, a joint venture between Gingko Bioworks and Bayer, called Joyn Bio, is developing a microbial-based nitrogen fixing technology of its own.

However, its product has yet to come to market and the company’s planned trials have been delayed by the COVID-19 outbreak, the company said.

“We are following the strict guidelines of our facilities in Boston and Woodland that dramatically reduces the number of employees in our labs and greenhouses, while the remainder of our staff are continuing our efforts from home,” the company wrote in a statement on its website. “We are currently focused on preparing for our 2020 field and greenhouse trials as best we can under these new conditions.”

Meanwhile, Pivot Bio continues to sell.

“Farmer acceptance of our technology and support of our vision is far beyond our expectations,” said Temme, in a statement. “They understand the economics and efficiencies our product offers – more consistent yields, 100 percent nitrogen efficiency with the crop, and a lighter environmental footprint. It’s a triple bottom line for them and our planet.”



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Watch the Redmi Note 9 series and Mi Note 10 Lite announcement here

Xiaomi announced the Redmi Note 9 Pro Max and the Redmi Note 9 Pro in India and later brought the latter to other markets at Redmi Note 9S. Today the company is announcing the official global rollout of the series and odds are we will get to see the vanilla Redmi Note 9 for the first time. The announcement is taking place online as is the norm these days and you can follow it in the livestream below. It starts at noon UTC. The Redmi Note 9 is expected to keep the design of its bigger and mightier siblings - four cameras, lined up in a square, while the front will be a bit smaller...



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Twitter Q1: sales up 3% to $808M as it swigs to a loss on COVID-19, mDAUS hit record 166M

Despite traffic for many online properties being at an all-time high, advertising has fallen off a cliff because of the downturn in consumer activity outside the home and the wider economic pressures resulting from the COVID-19 pandemic. And today, Twitter reported quarterly earnings that bore this trend out.

The ad-based social networking and media company said that in Q1 it made $808 million in revenues, actually up 3% on a year ago, with monetizable daily active users (Twitter’s own metric for measuring its audience) grew 24% to 166 million, an all-time high, adding 14 million average mDAUs since Q4 (152 million) and 32 million since Q1 of last year (134 million). But, operating income for the quarter swung to a loss of $7 million, working out to a net margin of -1% and diluted EPS of -$0.01.

Analysts had expected, on average, to see $775.96 million in revenues on earnings per share of $0.10, so Twitter beat on sales, and missed on earnings. To note: Twitter’s analyst consensus (provided to journalists) was a little different: it noted that average EPS expectations were -$0.02 on sales of $776 million, with expectations of mDAUs at 164 million.

Times have really changed. In the same quarter a year ago, Twitter reported sales of $787 million, up 18%; net income of $191 million; and diluted EPS of $0.37.

“In this difficult time, Twitter’s purpose is proving more vital than ever,” said CEO Jack Dorsey in a statement. “We are helping the world stay informed, and providing a unique way for people to come together to help or simply entertain and remind one another of our connections. We’ve delivered our strongest ever year over year mDAU growth. Public conversation can help the world learn faster, solve common problems, and realize we’re all in this together. Our task now is to make sure we retain that connection over the long term with the many people new to Twitter.”

The company said that the quarter played out in “two distinct periods”, January through early March, which largely performed as expected, it said, and eearly March through the end of the quarter, “when the pandemic became global.”

None of this should come as a surprise. Twitter itself announced more than a month ago that it was removing its own financial guidance because of the instability of its business due to COVID-19 — noting only that it would be lower than expected:

“While the near-term financial impact of this pandemic is rapidly evolving and difficult to measure, based on current visibility, the company expects Q1 revenue to be down slightly on a year-over-year basis,” it wrote at the time. “Twitter also expects to incur a GAAP operating loss, as reduced expenses resulting from COVID-19 disruption are unlikely to fully offset the revenue impact of the pandemic in Q1.”

It did point out one bright spot, which is that it is picking up many more users because of increased “conversation about COVID-19 as well as ongoing product improvements.” Then, it said that quarter-to-date average total mDAU was around 164 million, up 23% from 134 million in Q1 2019 and up 8% from 152 million in Q4 2019.

Generally, Twitter’s fortunes this quarter are in line with results from Alphabet/Google and Facebook, which also reported earnings this week that reflect the impact of reduced advertising revenues due to fallout from the the public health crisis.

But even without the impact of COVID-19 on Twitter’s primary business of advertising, the company had been facing a tough time leading into the quarter. Like eBay, Twitter has been the subject of activist investor activity pushing for leadership and operational changes to improve growth and profitability. (Coincidentally, the same activist investor, Elliott, has been behind both efforts.) Unlike eBay, however, Twitter has managed to keep its CEO in place — co-founder Jack Dorsey — but has had to concede board seats as part of a wider financing package and strategy to refocus the business. There may be questions on the call today to see if all of that has been put on ice given how other factors are now in play.

Breaking out some specific numbers, advertising accounted for the lion’s share of sales at $682 million, with data licensing making up much of the remainder. US revenues were $468 million, up 8% year-over-year, while international was at $339 million, down 4%.

No layoffs announced (not yet) but as with others like Spotify, Twitter is putting a hold on hiring. The company had committed to increase headcount this year by at least 20% (alongside its CEO relocating to Africa temporarily and many other optimistic plans) but this is now being slowed down — to what extent, it did not say, but it did note that 2020 total expense growth would now be “considerably less” than the 20% it had projected.

More to come.



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LG posts historic Q1 but mobile division still loses money

LG posted its Q1 numbers and they paint a great overall picture. The company's consolidated revenue was KRW 14.73 trillion ($12.4b) on which it made KRW 1.09 trillion ($921.4m) in operating profit. This is just the second time in its history that LG has exceeded KRW 1 trillion in the first quarter of a year. LG's Home Appliance & Air Solution and Home Entertainment companies did well, posting KRW 8.39 trillion ($6.95b) in revenue. However LG's Mobile division reported just KRW 998.6 billion ($843.9m) in sales and a resulting operating loss of KRW 237.8 billion ($200.96m). That loss has...



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Google gives $2.3M to 18 news organizations in Asia Pacific

Google announced today it is providing $2.3 million in funding to 18 news organizations in the Asia Pacific region, the latest in its ongoing effort to support publishers globally.

News organizations from 11 nations, including Australia, India, Pakistan, Hong Kong, Japan, and Taiwan are receiving the grant as part of Thursday’s announcement, the company said, which began accepting applications for the new innovation challenge fund in the region late last year.

The search giant said more than 250 organizations had applied for the funding. Those that are selected showed “variety and creativity of their ideas” to explore ways to increase reader engagement that would drive greater loyalty and willingness in readers to pay for content.

The $2.3 million innovation challenge fund is not evenly distributed among the 18 hand-picked organizations, a Google spokesperson told TechCrunch. The company additionally also offers mentoring and training sessions to these organizations, the spokesperson added.

Gaon Connection, a news organization based in Lucknow, one of the biggest cities in India, that received the grant focuses on the challenges that people in rural India confront today.

Veteran journalist Neelesh Misra, the founder of Gaon Connection, told TechCrunch in an interview that the capital would help his seven-year-old firm to pivot from a rural media platform to a rural insight firm.

“We have been looking to bring much greater statistical data depth to our work. We feel that if we could back the voice of rural India with surveys and insights, it would amplify their reach. We often hear from people in the village that they don’t have a say,” he said.

“I am a content person, but not familiar with tech. We have done the difficult battle first: We today have community journalists in more than 300 districts in India. And now those journalists will be able to use the platform that we will build because of Google funding to do surveys, record video, audio and text content, and crunch the data. This platform will give people in rural India a say so that policymakers and others in urban India have a better understanding of people in rural regions and their desire,” he said.

The Morning Context, another organization picked from India, covers internet, business, and chaos beats in the world’s second largest internet market. Earlier this month, the Morning Context also closed a seed financing round.

The Current in Pakistan covers “news that is woke and celebrates the fact that hey, you’re not supposed to know everything.” In Korea, the Busan Daily, Maeil Daily and Gangwon Daily that are the recipients of the funding are collaborating on real-time insights to create “customized experiences for their readers,” Google said.

Australian Community Media, another recipient, is developing a new platform for classified ads that will better support local newspapers and small businesses. Japan’s Nippon TV is using AR to bring its news archives to life.

“A strong Asia Pacific news industry has never been more important, and we’re looking forward to seeing the selected applicants put their ideas into action,” said Fazal Ashfaq, News and Publishing Lead for Google in APAC, in a statement.

Thursday’s announcement is part of Google News Initiative’s $300 million that it unveiled in May 2018. The company has so far run five innovation challenges globally: 2 in APAC, one in North America, one in LATAM, and one in Middle East, Africa, and Turkey.



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B2B challenger bank Finom raises $7M Seed from Target Global and General Catalyst

Just as challenger banks have appeared in the B2C space, so to have B2B startup banks aimed small businesses, among them startups like Qonto (Fr), Tide (UK), Penta (GER) and CountingUp (UK).

Today another such firm, Finom, has closed a €6.5m ($7M) seed funding round led by Target Global, with participation from General Catalyst. Further investors include FJ Labs, Raisin founders Tamaz Georgadze, Frank Freund and Michael Stephan, and Ilya Kondrashov, the founder of MarketFinance.

The company will primarily use the fresh capital to develop its banking product, and to expand further into Italy, France and Germany in the summer of 2020.

Finom puts accounting, financial management and banking functions for early-stage businesses and SMEs into one ‘mobile-first’ product. Businesses can set up an online account, with accounts payable and account receivable from both the app and the site in fairly short order. The company was started by the team that also launched Modulbank, ‘neobank’ for SMEs in Russia.

Konstantin Stiskin, co-founder of Finom, told Techcrunch: “The EU SME banking market size is more than €100bn. But according to McKinsey research, European entrepreneurs spend 74% of their time on non-core activities and pay for expensive and inconvenient products. Our goal is to enable small businesses in Europe to become more efficient and to thrive.”

He added: “We are not just a card with an account. We aim to be a foundation for SME’s and their everyday business, covering banking, accounting and financial management within one product.

Finom is now live in Italy, starting with e-invoicing, which allowed it to gain market knowledge and collect the data for accounting/payments and lending. The next countries to be launched will be France and Germany.

Mike Lobanov, General Partner and COO at Target Global said: “At Target Global we are great believers in the SME segment… The team of exceptional entrepreneurs standing behind Finom shares our view, and has already built a new standard for offering financial services to SMEs.”

Although Target Global is headquartered in Berlin, it has more than €800m in assets under management, with offices in London, Tel Aviv and Barcelona. Poortfolio includes companies such as Auto1, Delivery Hero, Omio (formerly GoEuro), TravelPerk, Rapyd and WeFox.



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Honor X10 will feature a custom Sony IMX600y sensor

A few days ago we learned of a Honor 5G-capable mid-range smartphone with plenty of info regarding specs coming straight from TENAA. And now a trustworthy leakster shares a few more specs, saying that the phone will come with a custom Sony IMX600y sensor. The Sony IMX600 sensor has been used in a number of Huawei and Honor phones. Most recently, the 40MP imager was part of the Honor V30 Pro and the Huawei Mate Xs. The IMX600y custom sensor has the same resolution so we still don't know what makes it unique. Anyway, along with the rumor, there's also a brief specs sheet attached...



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Samsung Q1 results shows increased smartphone profits despite COVID-19

Samsung has posted its quarterly report for the January - March 2020 period and it doesn't look that bad. The company met analysts' expectations and revealed a slight revenue decrease on a quarterly basis due to seasonality, but profits rose compared to Q1 2019. The mobile business reported less revenue than 12 months ago, but operating profit increased. Despite a decline in shipped units, the launch of the Galaxy S20 lineup and expanding its 5G portfolio allowed the Korean company to salvage its profitability. (in KRW/USD) Mobile DivisionRevenue Mobile...



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Biloba lets you chat with a doctor if you have questions about your children

Meet Biloba, a French startup that wants to leverage tech to make it easier to keep your children healthy. The company recently launched a new mobile app that lets you chat with a doctor whenever you want between 8 AM and 8 PM. This way, if you have questions about your kids, you can get a quick answer.

Of course, a text conversation will never replace a visit to the pediatrician. But chances are you have a ton of questions, especially if you’re a first-time parent. Instead of browsing obscure discussion forums, you can go straight to a doctor.

Biloba isn’t working with pediatricians specifically. The company is also partnering with nurses and general practitioners. Eventually, the service is going to cost €10 per month but the company is waving fees during the lockdown.

After just three weeks, the startup managed to attract 4,000 users with around 200 conversations per day. Compared to other telemedicine services in France, such as Doctolib, Biloba doesn’t rely on video consultation. This way, it’ll be easier to deal with a large influx of new patients even with a small group of partner doctors.

The subscription business model is interesting for multiple reasons. First, Biloba isn’t covered by the French national healthcare system. In France, patients only get reimbursed if the doctor knows you already. That restriction has been lifted during the lockdown but it’s probably just a temporary lift.

Many parents probably don’t want to pay €120 per year to chat with a doctor when they could pay €0 through the national healthcare system. But if you can afford it, the barrier to medical advice becomes much lower.

Biloba previously released a vaccine reminder app that lets you enter information about your child’s vaccines and get reminders when the next scheduled vaccine is due.



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African fintech firm Flutterwave launches SME e-commerce portal

San Francisco and Lagos-based fintech startup Flutterwave has launched Flutterwave Store, a portal for African merchants to create digital shops to sell online.

The product is less Amazon and more eBay — with no inventory or warehouse requirements. Flutterwave insists the move doesn’t represent any shift away from its core payments business.

The company accelerated the development of Flutterwave Store in response to COVID-19, which has brought restrictive measures to SMEs and traders operating in Africa’s largest economies.

After creating a profile, users can showcase inventory and link up to a payment option. For pickup and delivery, Flutterwave Store operates through existing third party logistics providers, such as Sendy in Kenya and Sendbox in Nigeria.

The service will start in 15 African countries and the only fees Flutterwave will charge (for now) are on payments. Otherwise, it’s free for SMEs to create an online storefront and for buyers and sellers to transact goods.

While the initiative is born out of the spread of coronavirus cases in Africa, it will continue beyond the pandemic. And Flutterwave’s CEO Olugbenga Agboola — aka GB — is adamant Flutterwave Store is not a pivot for the fintech company, which is an alum of Silicon Valley accelerator Y-Combinator.

“It’s not a direction change. We’re still a B2B payment infrastructure company. We are not moving into becoming an online retailer, and no we’re not looking to become Jumia,” GB told TechCrunch on a call.

Image Credits: Flutterwave

He was referring to Africa’s largest e-commerce company, which operates in 11 countries and listed in an NYSE IPO last year.

Flutterwave has a very different business than the continent’s big e-commerce players and plans to stick with it, according to GB.

When it comes to reach, VC and partnerships, the startup is one of the more connected and visible operating in Africa’s tech ecosystem. The Nigerian-founded venture’s main business is providing B2B payments services for companies operating in Africa to pay other companies on the continent and abroad.

Launched in 2016, Flutterwave allows clients to tap its APIs and work with Flutterwave developers to customize payments applications. Existing customers include Uber and Booking.com.

In 2019, Flutterwave processed 107 million transactions worth $5.4 billion, according to company data. Over the last 12 months the startup has been on a tear of investment, product and partnership activity.

In July 2019, Flutterwave joined forces with Chinese e-commerce company Alibaba’s Alipay to offer digital payments between Africa and China.

The Alipay collaboration followed one between Flutterwave and Visa to launch a consumer payment product for Africa, called GetBarter.

Then in January of this year, the startup raised a $35 million Series B round and announced a partnership with Worldpay FIS for payments in Africa.

On the potential for Flutterwave Store, there’s certainly a large pool of traders and small businesses across Africa that could appreciate the opportunity to take their businesses online. The IFC has estimated that SMEs make up 90% of Sub-Saharan Africa’s business serving the region’s one-billion people.

Flutterwave confirmed Flutterwave Store’s initial 15 countries will include Africa’s top economies and population countries of Nigeria, Ghana, Kenya and South Africa.

Those markets already have a number of players driving digital commerce, including options for small businesses to post their wares online. Jumia’s Jumia Marketplace allows vendors register on its platform and use the company’s resources to do online retail.

Facebook has made a push into Africa that includes its overall push to get more users to sell on Facebook Marketplace. The social media giant now offers the service in Nigeria — with 200 million people and the continent’s largest economy.

GB Flutterwave disrupt

Flutterwave CEO GB, Image Credits: TechCrunch

eBay has not yet gone live in Africa with its business to consumer website, that allows any cottage industry to create a storefront. The American company does have an arrangement with e-commerce startup MallforAfrica.com for limited sales of African goods on eBay’s U.S. shopping site.

On where Flutterwave’s new product fits into Africa’s online sales space, CEO GB says Flutterwave Store will maintain a niche focus on mom and pop type businesses.

“The goal is not be become like eBay, that’s advocating for everybody. We’re just giving small merchants the infrastructure to create an online store at zero cost right from scratch,” he said.

That’s something Flutterwave expects to be useful to Africa’s SMEs through the COVID-19 crisis and beyond.



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OnePlus Z pops up in alleged hands-on image

While OnePlus successfully launched its 8-series flagships earlier this month, the company's midrange option - the OnePlus Z - is yet to see daylight. We saw recent reports claiming the device is due to launch in July and now we have our first alleged hands-on image thanks to the folks over at True-Tech. As expected, the phone sports a flat display with a single centered punch hole. Judging by the instructions on the display it will come with a built-in fingerprint reader. This also means the OnePlus Z will employ an OLED panel, likely of 90Hz refresh rate as last year the company...



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Index and Credo lead a $2.75M seed in anti-fraud tech, Resistant AI

Prague based Resistant AI has nabbed a $2.75M seed round. The security startup’s machine learning technology is designed to be deployed on top of AI systems used for financial decision making to protect customers in markets such as financial services and ecommerce from attacks such as targeted manipulation, adversarial machine learning and advanced fraud.

The seed round was co-led by Index Ventures (Jan Hammer) and Credo Ventures (Ondrej Bartos and Vladislav Jez). Seedcamp also participating, along with Daniel Dines, CEO of UiPath; Michal Pechoucek, CTO of Avast and other unnamed angel investors. Bartos joins the board of directors on behalf of the investors.

The startup sells an additional layer of protection that’s specifically designed for tightening security around automated functions such as credit risk scoring and anti-money laundering by using tech to detect fake documents that feed such systems. Its tech is also aimed at uncovering suspicious patterns of transactions which might indicate a strategic attack on the model itself or an attempt to copy sensitive data.

“Historically, all systems that make high-value financial decisions become targeted. This is already happening with the automated systems deployed by our fintech and financial customers and we are here to protect them,” said Martin Rehak, founder and CEO, in a statement.

The seed round is Resistant AI’s first tranche of external funding, with the founders bootstrapping the company since starting up in February 2019.

“We have onboarded the first customers in 2019 and the funding will help us scale our sales organisation to meet the rising demand from banks and fintechs,” Rehak told us. “We are protecting the AI&ML systems used in financial automation from manipulation or misuse by smart attackers.”

Resistant AI has two products it offers its customers at this stage: First, document inspection. It offers a machine learning system that’s designed to flag and reject “malicious documents” submitted for automated processing. “Bank statements, payslips, invoices, purchase orders and KYC documents submitted to fintechs and banks are frequently manipulated or completely falsified,” explained Rehak. “Resistant Documents, our first service, identifies and rejects the suspicious or malicious inputs.”

A second offering — Resistant Transactions — applies AI to spot problematic transaction patterns.

“We work with the fact that most attacks on AI systems require extensive interaction to discover the vulnerability,” he said. “Our system is unique by inspecting all the customer queries (which can take form or payments, money transfers or credit applications assessed by the system we protect) in context of similar queries. By looking at the stream of queries statistically, we can recognise and block the attacks that seek to steal the information embodied in the model (information stealing) or, worse, aim to nudge the system into making the wrong decision by exploiting an existing bias in the system.”

Resistant AI isn’t breaking out customer numbers yet but Rehak said it onboarded its first customers last year. “The funding will help us scale our sales organisation to meet the rising demand from banks and fintechs,” he added, saying also that it will be spending on building out product features and extending functionality, as well as on beefing up the sales and go-to-market team.

“Right now, our target customers are financial and fintech startups, as well as other companies deploying the automated process (both software and RPA) in their financial processes,” he added. “The financial systems are our current focus, but the attacks on machine learning are relevant in many other areas: process automation, e-commerce, manipulation of ‘trend detection’ algorithms in social media and other opportunities.”

It’s using a SaaS model — preferring a value approach to pricing, per Rehak. “Our problem and approach is new, and we feel that the value pricing model aligns the incentives between us and the customer in the optimal way,” he said on that.

Asked who he sees as the main competitors for the business, he cited Google Brain plus the tech giant’s activities in adversarial machine learning.

The majority of work in this area is currently done in-house by the large tech companies building their own proprietary systems — such as Google and Microsoft, he added.

Other competitors he mentioned were Inpher, which is enabling machine learning on encrypted data; Sentilink, which is doing detection of synthetic identities in the US; and Bullwall (Denmark) and YC-backed Inscribe (US/Ireland) which are focused on document forgery.

Resistant AI’s founders have a background in machine learning applied to cyber security problems having founded Cognitive Security, an earlier startup which they subsequently sold to Cisco in 2013. Over some 12 years working in the security industry Rehak said they saw how attackers targeting AI systems were getting increasingly sophisticated in avoiding detection — which gave them the idea for their latest business.

Commenting on the seed funding in a statement, Jan Hammer, general partner at Index Ventures, added: “Automation, efficiency and reliability are cornerstones of financial innovation. As machine learning takes more and more nuanced financial decisions, it needs to be protected. And this is not true only in finance, but the attacks will rapidly spread to other domains as well. More of our activity today takes place online, a trend accelerated by COVID-19, and one we believe will last. With criminals ready to take advantage of every vulnerability, the need for solutions such as those from Resistant AI has never been greater.”



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vivo sells over 30,000 iQOO Neo3 smartphones in first sale

vivo's gaming iQOO Neo3 was unveiled seven days ago and today the company held the first flash sale. In 30 minutes it generated more than CNY100 million in revenue, which means between 30,000 and 37,000 units were moved. The vivo iQOO Neo3 has not only the mighty Qualcomm chipset, but also a screen with 144 Hzrefresh rate, a 48MP main camera, and a 4,500 mAh battery with 44W fast charging. The phone was launched for CNY2,698 for the 6/128 GB option and CNY3,398 for the 8/256 GB version. The next flash sale is set for the next week and we expect a similar outcome. vivo is offering...



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Wednesday, April 29, 2020

Nokia 1 Plus is now receiving the update to Android 10 (Go Edition)

HMD Global, maker of Nokia branded smartphones, has been on a software update roll recently, sending out Android 10 to devices right and left. The company hasn't forgotten its cheapest and lowest-end smartphones either. Case in point: today it's started rolling out an update to Android 10 (Go Edition) for the Nokia 1 Plus. This phone doesn't have enough oomph in its specs to run the full version of Android, so it launched with the cut-down version called Go Edition. Initially on Pie since its release in February of last year, it's now ready to make the jump to double digits. HMD...



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Samsung Galaxy M01, Meizu 17 and 17 Pro all leak through Google Play Console

The upcoming Samsung Galaxy M01 was certified by the Wi-Fi Alliance last month, and now it's one step closer to launch, as it's been spotted in the Google Play Console. As usual, the listing gives us some of the phone's specs. So, the M01 has a screen with 720x1520 resolution, 3GB of RAM, and the Qualcomm Snapdragon 439 chipset at the helm. The phone runs Android 10. The small image attached to the spec listing looks incredibly similar to the Galaxy A01, and could thus be a rebranding of that model for some specific markets. We'll have to wait until its official unveiling to be sure,...



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Meet EventBot, a new Android malware that steals banking passwords and two-factor codes

Security researchers are sounding the alarm over a newly discovered Android malware that targets banking apps and cryptocurrency wallets.

The malware, which researchers at security firm Cybereason recently discovered and called EventBot, masquerades as a legitimate Android app — like Adobe Flash or Microsoft Word for Android — which abuses Android’s in-built accessibility features to obtain deep access to the device’s operating system.

Once installed — either by an unsuspecting user or by a malicious person with access to a victim’s phone — the EventBot-infected fake app quietly siphons off passwords for more than 200 banking and cryptocurrency apps — including PayPal, Coinbase, CapitalOne and HSBC — and intercepts and two-factor authentication text message codes.

With a victim’s password and two-factor code, the hackers can break into bank accounts, apps and wallets, and steal a victim’s funds.

“The developer behind Eventbot has invested a lot of time and resources into creating the code, and the level of sophistication and capabilities is really high,” Assaf Dahan, head of threat research at Cybereason, told TechCrunch.

The malware quietly records every tap and key press, and can read notifications from other installed apps, giving the hackers a window into what’s happening on a victim’s device.

Over time, the malware siphons off banking and cryptocurrency app passwords back to the hackers’ server.

The researchers said that EventBot remains a work in progress. Over a period of several weeks since its discovery in March, the researchers saw the malware iteratively update every few days to include new malicious features. At one point the malware’s creators improved the encryption scheme it uses to communicate with the hackers’ server, and included a new feature that can grab a user’s device lock code, likely to allow the malware to grant itself higher privileges to the victim’s device like payments and system settings.

But while the researchers are stumped as to who is behind the campaign, their research suggests the malware is brand new.

“Thus far, we haven’t observed clear cases of copy-paste or code reuse from other malware and it seems to have been written from scratch,” said Dahan.

Android malware is not new, but it’s on the rise. Hackers and malware operators have increasingly targeted mobile users because many device owners have their banking apps, social media, and other sensitive services on their device. Google has improved Android security in recent years by screening apps in its app store and proactively blocking third-party apps to cut down on malware — with mixed results. Many malicious apps have evaded Google’s detection.

Cybereason said it has not yet seen EventBot on Android’s app store or in active use in malware campaigns, limiting the exposure to potential victims — for now.

But the researchers said users should avoid untrusted apps from third-party sites and stores, many of which don’t screen their apps for malware.



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iOS 13.5 beta is out with COVID-19 exposure notification API, easier unlocking when wearing a mask

Earlier this month Apple released the first public beta of the upcoming iOS 13.4.5, and today the company has made the third beta available for testing by people who enrolled their devices into the Apple Beta program. Here's the thing, though. It isn't called iOS 13.4.5 anymore, from this point on it shall be known as iOS 13.5. That's because this version includes a beta iteration of the new exposure notification API, which should aid health authorities track the spread of COVID-19. This means developers can now start writing apps that take advantage of this API. There's a...



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Google Pixel 4a may finally become available on May 22

The Pixel 4a has been leaking like crazy over many weeks, but so far Google has not made it official for whatever reason. In the meantime, Apple has introduced its mid-range contender for this year - the new iPhone SE - so now all eyes are on Google for the moment when it will decide to finally make its move. According to a new rumor out of Germany, the Pixel 4a may go on sale in the country on May 22. The information reportedly is from Vodafone, one of the carriers over there. The Pixel 4a could be priced at €399 in the Eurozone, which would be slightly less than the iPhone SE. In the US...



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Imint and Motorola collaborate on video stabilization solutions for Moto Edge+

Imint and Motorola have announced a new partnership, and the Motorola Edge+ is the first smartphone to benefit from the announcement. The Motorola Edge+ comes with four Imint Intelligence Vidhance features: Active OIS, Horizon Correction, Dynamic Blur Reduction, and Field of View Correction. Active OIS is the Vidhance solution that uses both OIS and EIS (which uses the smartphone's internal sensors) to correct unwanted movement in video - which Imint claims can even stabilize in low-light conditions. Horizon Correction sounds quite interesting. It will automatically correct...



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Upcoming vivo G1 appears in renders, looks identical to S6 5G

An upcoming vivo handset dubbed the G1 5G has appeared in the wild and we have a set of renders and preliminary specs thanks to noted Weibo tipster Digital Chat Station. The phone is largely identical to the vivo S6 5G which was launched earlier this month. vivo G1 details (machine translated from Chinese) We have a 6.44-inch FHD+ OLED display with a waterdrop notch for the 32MP selfie cam. The back features a circular cutout for the quad cameras. The main shooter comes in at 48MP, there's also an 8MP ultrawide snapper and two 2MP modules - one for macro shots and another for depth...



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Squad hits desktop as the social screen-sharing app aims to become a Gen-Z Zoom

Zoom is an enterprise software company built to help employees meet virtually, it was never intended to be the social platform that guided a disconnected world through a lockdown.

On the back of a big quarantine usage bump, Squad, a social screen-sharing mobile app popular with teen girls, is looking to eat away at Zoom’s social growth and widen its app’s appeal with the launch of a desktop web version designed to help people binge TV shows and movies together.

While the quarantine has upended plenty of consumer-centric startups, Squad has seen record growth with teens stuck at home and socially distanced from friends. Over the first two weeks of March, CEO Esther Crawford says usage of the platform climbed 54%. As teens further settled into lockdown and schools went fully remote, usage of Squad exploded, climbing 1100% in the last two weeks of March.

Squad has designed a social platform around watching friends browse through stuff on their phones, virtually. On mobile, the most common use case has been teens hanging out while browsing through TikTok clips. Crawford hopes that where the mobile app has succeeded in allowing users to bond over short-form content, Squad’s new desktop web app will let users settle in and binge long-form content.

Crawford hopes that the app’s youthful users can use the platform to bond during an unprecedented time of social distancing.

“There’s already this global loneliness epidemic and it’s even worse for Gen-Z,” Crawford says. “I would imagine the coronavirus is accelerating this trend.”

The killer feature of Squad’s new desktop app is watching TV shows and movies with each other on streaming networks like Netflix; this hasn’t been possible on Squad previously.

To combat piracy, most premium video mobile apps disable screen sharing functionality, a total blackout that has stopped apps like Squad from even sharing video with a few friends, something that the big platforms historically haven’t seemed to mind. Desktop browsers don’t have these same limitations and can allow desktop Squad users to watch premium content together, all streamed from a single user’s account.

Quick controls in the desktop interface allow users to quickly bring up YouTube videos, TikToks and free access content from Pluto TV.

Squad is still focused on intimate hangs and won’t be allowing groups to swell beyond 9 people. Keeping groups small will help minimize some of the issues faced by Zoom, but will likely also help the social app sidestep pissing off a Netflix or a Hulu.

As Squad looks to outdo Zoom on social screen-sharing, one thing Crawford has no intention of doing is competing with their own workplace product. This, despite Crawford hearing that Squad has ended up in the toolsets of some designers and PMs that use the app to commiserate over mobile builds.

“If we were to expand to enterprise and have a Squad for business, it would just be a distraction,” she says.

Squad raised a $5 million Series A last year from First Round Capital, and Crawford tells me the company recently topped up on a bit of new funding to ensure the company is well-positioned to handle some of the broader economic uncertainty. The startup has now raised $7.2 million to date.



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Puppet names former Cloud Foundry Foundation executive director Abbey Kearns as CTO

Puppet, the Portland-based infrastructure automation company, today announced that it has named former Cloud Foundry Foundation executive director Abby Kearns as its new CTO. She’s replacing Deepak Giridharagopal, who became CTO in 2016.

Kearns stepped down from her role at the Cloud Foundry Foundation earlier this month after holding that position since 2016. At the time, she wasn’t quite ready to reveal her next move, though, and her taking the CTO job at Puppet comes as a bit of a surprise. Despite a lot of usage and hype in its early days, Puppet isn’t often seen as an up-and-coming company anymore, after all. But Kearns argues that a lot of this is due to perception.

“Puppet had great technology and really drove the early DevOps movement, but they kind of fell off the face of the map,” she said. “Nobody thought of them as anything other than config management, and so I was like, well, you know, problem number one: fix that perception problem if that’s no longer the reality or otherwise, everyone thinks you’re dead.”

Since Kearns had already started talking to Puppet CEO Yvonne Wassenaar, who took the job in January 2019, she joined the product advisory board about a year ago and the discussion about Kearns joining the company became serious a few months later.

“We started talking earlier this year,” said Kearns. “She said: ‘You know, wouldn’t it be great if you could come help us? I’m building out a brand new executive team. We’re really trying to reshape the company.’ And I got really excited about the team that she built. She’s got a really fantastic new leadership team, all of them are there for less than a year. they have a new CRO, new CMO. She’s really assembled a fantastic team of people that are super smart, but also really thoughtful people.”

Kearns argues that Puppet’s product has really changed, but that the company didn’t really talk about it enough, despite the fact that 80% of the Global 5,000 are customers.

Given the COVID-19 pandemic, Kearns has obviously not been able to meet the Puppet team yet, but she told me that she’s starting to dig deeper into the company’s product portfolio and put together a strategy. “There’s just such an immensely talented team here. And I realize every startup tells you that, but really, there’s actually a lot of talented people here that are really nice. And I guess maybe it’s the Portland in them, but everyone’s nice,” she said.

“Abby is keenly aware of Puppet’s mission, having served on our Product Advisory Board for the last year, and is a technologist at heart,” said Wassenaar. “She brings a great balance to this position for us – she has deep experience in the enterprise and understands how to solve problems at massive scale.”

In addition to Kearns, former Cloud Foundry Foundation VP of marketing Devin Davis also joined Puppet as the company’s VP of corporate marketing and communications.



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Niche’s one-stop shop for college searchers raises a $35M Series C

Despite the implications of its name, edtech platform Niche took nearly a decade-and-a-half to find its place within the world of the college search process.

The company started as College Prowler, selling informational books, which looked like a hybrid between CliffsNotes and a Zagat guide, about colleges. It sold hundreds of thousands of copies and amassed millions in revenue, but then had to face the economic crisis of 2008 and figure out a new go-to-market strategy.

Today, and a few pivots later, Niche partners with college campuses and schools to provide information to prospective students. The focus is the same as in 2002, according to founder Luke Skurman, as it tries to make the college search process more clear and student-focused.

Think of Niche as a focused platform for students to review their college options without having to track multiple browser tabs and messy spreadsheets. It allows users to compare metrics like historic acceptance rate, cost and post-graduate earnings for each school, as well as topics like majors and campus life. Niche uses the data to grade each school, and it lists reviews and similar schools. Beyond a college by college look, Niche has ranking lists spanning topics like best dorms and most diverse colleges.

Skurman noted that, historically, April is a month when students make decisions about where to commit for college and squeeze in a visit before they put down their deposit.

“In the world we’re living in right now, that’s not possible,” he said. “Many colleges are trying to find new vendors and new solutions to help them for the fall 2021 to help them market.”

Beyond coronavirus’s impact, the founder noted that colleges should consider digital tours as a way to be “equitable and inclusive, because we recognize that a lot of families don’t have the means to be able to visit all these campuses across the country.”

Despite rocky days in the past, Niche went from zero to 1,400 clients in the past three years. In 2019, Niche increased its ARR more than 100% and client base by more than 60% year-over-year. Niche was cash-flow positive for the majority of the year.

The digitization of the college admissions experience brought similar growth to CampusReel, a startup that virtualizes tours for colleges through student-generated videos.

“Traditional visit days are essentially no longer options,” said Nick Freud, founder of CampusReel. “So colleges are scrambling to find a solution even if they can’t completely replace how you capture the look and the feel and the culture of a campus in a virtual setting.” Freud said that he’s seeing colleges start to supplement their marketing materials with video and student-generated content. He claims that CampusReel has tools to allow a college to post a profile in less than 15 minutes.

Optimal, another college rankings and review company, similarly offers information to students about schools. The platform has less of a data focus than Niche, and focuses more on reviews and lists. Optimal also connects students to coding schools and online bootcamps.

It’s this broad growth amid consumer-facing platforms for college searchers, coupled with a potential market of 40,000 schools, that led Niche to raise a $35 million Series C, it announced today. The round was led by Radian Capital, with additional participation from Salesforce Ventures. Existing investors Allen & Company LLC and Tim Armstrong participated, as well.

Niche’s new capital comes as the way schools do business changes by the day. With new cash in the bank, we’ll see see how a company born from adaptation fares in the coming months.



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Salesforce researchers are working on an AI economist for more equitable tax policy

Tax policy is surely a complex beast, and depending on your political leanings, you probably have some strong feelings about how it should be implemented. Salesforce AI researchers are trying to build a model to bring artificial intelligence to bear on what will undoubtedly always be a highly political process.

Richard Socher, who heads up AI research at Salesforce, says the company is researching all kinds of solutions related to AI and business, and how it could improve the Salesforce product family; however, he also looks at how his team could use AI to solve a set of broader social issues beyond what it can do for the product line.

Socher says when you look at the biggest issues of our time, one of the largest is economic inequality, and how we could use policy to solve that. To that end, the company created a model it calls an AI economist that could look at various economic variables, a broad set of economic models and using the power of AI begin to demonstrate how various policies affect economic inequality versus productivity.

“We are using reinforcement learning to try to identify what’s optimal taxation,” Socher said. That involves building a model, one that’s fairly simple at first with some basic economic inputs like buying and selling resources and building houses to see how different scenarios affect inequality.

In a Q&A on the company website, Stephan Zheng, a member of the research team explained how this could work:

The AI Economist uses a collection of AI agents designed to simulate how real people might react to different taxes. In the simulation, each AI agent earns money by collecting and trading resources and building houses. The agents learn to maximize their utility (or happiness) by adjusting their movement, trading, and building behavior. One way to do this is to maximize income while minimizing effort, for example, making as high of an hourly wage as possible.

The modeling is designed to play to the strength of AI, by looking across a huge body of economic research and feeding all of that data into the AI economist to help build optimal models. This level of data would be impossible for even the most gifted economists to understand, but this is what AI is really good at, looking across a corpus of complex data and using all of that information to help humans make better decisions.

Ultimately, the company hopes the model can help economists and policy makers set a more equitable tax system, however an individual government might define that.

“The objective that we chose here was productivity x equality, and we hope that that will help move the pure shareholder capitalism to a more equal stakeholder capitalism — and we hope that we find a more optimal point on the quality versus productivity spectrum,” Socher explained.

While Socher admits this is an early attempt, and they hope to layer on more complex inputs over time, he likens it to early genome research. It didn’t produce concrete results right away, but over time we have seen tools like CRISPR develop, and he hopes that this approach could have a similar impact on tax policy as they build on their initial research.

“We think we found a point, at least in our first simulated environments that is even more optimal than the most commonly used baselines for taxation,” he said.



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