This project is mapping every solar panel in the country using machine learning

Renewable energy is the future, but at present no one is tracking just who’s got solar panels on their roof, in their back yard, or a shared neighborhood installation. Fortunately, solar panels generally work best when exposed to the light. That makes them easy to spot, and count, from orbit — which is just what the DeepSolar project is doing.

There are a number of initiatives for collecting this information — some regulated, some voluntary, some automated. But none of them is comprehensive enough or accurate enough to base policy or business decisions on at a national or state level.

Stanford engineers (mechanical and civil, respectively) Arun Majumdar and Ram Rajagopal decided to remedy this with what seems like, in retrospect, rather an obvious solution.

Machine learning systems are great at looking at images and finding objects they’ve been “trained” to recognize, whether it’s cats, faces, or cars… so why not solar panels?

Their team, including grad students Jiafan Yu and Zhecheng Wang, put together an image recognition machine learning agent trained on hundreds of thousands of satellite images. The model learns both to identify the presence of solar panels in an image, and to find the shape and area of those panels.

Having evaluated the model on nearly a hundred thousand other randomly sampled satellite images of the U.S., they found they achieved an accuracy of about 90 percent (slightly more or less depending on how it’s measured), which is well ahead of other models, and it estimated cell size with only about a 3 percent error. (Its main weakness is very small installations, Rajagopal told me, but this is partially due to the limits of the imagery.)

The team then put the model to work chewing through over a billion image tiles covering as much of the lower 48 states as they could find suitable imagery for. That excludes quite a bit of area, but consider that much of that is, for example, mountains. Not a lot of solar installations there, and few people are trying to put up cells in national parks.

All in all it’s about 6 percent of the actual country — but Rajagopal pointed out that urban areas comprise only about 3.5 percent, so this covers all of them and more. He estimated that perhaps perhaps 5 percent of installations are in the areas the system has yet to process (but is working on).

Scanning took a whole month, but at the end the model had found 1.47 million individual solar installations (which could be a few panels on a roof or a whole solar farm). That’s many more than have been counted by other efforts, and the most successful of those didn’t come with the exact location, as DeepSolar’s data does.

Basic plotting of this data produces all kinds of interesting new info. You can compare solar installation density at the state, county, census tract, or even square mile level and compare that to all kinds of other metrics — average sunny days per year, household income, voting preference, and so on.

A couple interesting findings: Only 4 percent of all census tracts (roughly 3,000 out of 75,000) had more than 100 residential-scale solar systems, meaning installations are highly concentrated. Residential solar made up 87 percent of the total installation count, but with a median size of around 25 square meters, only 34 percent of the total solar cell surface area.

Peak deployment density can be found where there are about a thousand people per square mile — think a small town or suburb, not a major city. And there’s a sort of inflection point at which people start installing: when an area receives more than 4.5 kWh per square meter per day of solar radiation. How that corresponds to weather, location, exposure and so on is a more complicated question.

This and other demographics are all good information to know if you want to invest in solar, since they basically tell you where it’s justified or needed.

“We have created and released a website where you can play with the data at the aggregated level (we are keeping it at census tract level) to respect the privacy of consumers,” Rajagopal said. “We are exploring how to make individual detections public while respecting privacy (perhaps by encouraging public participation and crowdsourcing).”

“We decided to share all of the work in open source to encourage others in industry and academia to utilize both the method as well as the data to produce more insights. We feel that changes need to happen fast, and this is one of the ways to aid in that. Perhaps in the future, services can be built around this type of data,” he continued.

Plans are underway to expand the service to the rest of the U.S. and other countries as well. The data is available to peruse here, or here as a map; the team’s paper describing the project was published today in the journal Joule.


Source: Tech Crunch

Coinbase’s Earn.com becomes a crypto webinar with crypto rewards

Coinbase acquired Earn.com for at least $120 million back in April. And the company now plans to transform Earn.com into Coinbase Earn, a website with educational content to learn more about cryptocurrencies. Users who complete those classes will earn tokens.

Coinbase bought Earn.com partly so that it could appoint Earn.com co-founder and CEO Balaji Srinivasan as Coinbase’s CTO. The previous iteration of Earn.com wasn’t a priority for Coinbase.

Earn.com started as a service where you can contact busy people for a small fee. Busy people would get paid in cryptocurrencies to accept those requests. The platform quickly became a way to massively contact Earn.com’s user base for initial coin offerings and airdrops.

Coinbase Earn is launching today in private beta. But at the time of this article, the new Coinbase Earn service is not live. Some Coinbase users will receive an invitation to the service. The company says that educational content will go beyond Bitcoin and Ethereum. Developing education pages for obscure cryptocurrencies makes sense as Coinbase plans to add dozens of cryptocurrencies over the coming months.

At first, there is just one track. Users can learn more about 0x (ZRX), a protocol that lets you create decentralized exchanges. Cryptocurrency trades can be executed without a centralized exchange thanks to 0x .

0x content includes video lessons and quizzes — and yes, writing this makes me feel like it’s 2005 and webinars are cool again. Even if you’re not invited to Coinbase Earn, you can view the content. But those who are part of Coinbase Earn will receive a small amount of ZRX at the end of the track.

Coinbase had previously launched a learning hub to understand the basics of cryptocurrencies.

Disclosure: I own small amounts of various cryptocurrencies.


Source: Tech Crunch

With today’s IPO sinking, a year of highs and lows for SoftBank

If there was a word that dominated startup and tech news coverage this year, it was SoftBank. The Japanese telecom conglomerate’s Vision Fund pushed out a prodigious amount of capital this year — quite literally billions of dollars — into companies as diverse as a molecular manufacturer (Zymergen) and a robotic pizza delivery business (Zume Pizza). It was a year of highs as its Flipkart transaction produced billions in returns, as well as a year of incredible lows, what with the crisis over Saudi Arabia’s murder of Jamal Khashoggi. Saudi Arabia is the largest investor in the Vision Fund.

But the Vision Fund is only part of the SoftBank story this year. The company’s mobile unit started trading today on the Tokyo Stock Exchange (ticker: 9434), the second largest IPO of all time after Alibaba, raising $23.6 billion. But after weeks of pushing the stock to Japanese retail stock investors, those same consumers dumped the stock upon its debut, dropping by 15% from its debut at ¥1,463 to its close at ¥1,282. That’s the second worst IPO performance this decade for a Japanese company.

Highs and lows come with any ambitious project, and certainly for Masayoshi Son, the founder and chairman of SoftBank Group, nothing — not even piles of debt — will stand in his way.

Today, Arman and I wanted to look back at SoftBank’s year, and so we’ve compiled ten areas for analysis around the group’s telco business, its Vision Fund, and its other major investments (Sprint, Nvidia, Arm, and Alibaba).

SoftBank: The Telecom

1. Its IPO did what it had to do (raising money), but bad early performance will be a challenge for 2019

Ken Miyauchi, president and chief executive officer of SoftBank Corp., strikes the trading bell during the company’s listing ceremony at the Tokyo Stock Exchange (TSE) in Tokyo, Japan, on Wednesday, Dec. 19, 2018. Kiyoshi Ota/Bloomberg via Getty Images

At its core, SoftBank Group is fundamentally a telecom, and the third-largest player in the Japanese market. Masayoshi Son has for years wanted to transform SoftBank from a mature telco player into a leading investment house for funding the next-generation of technology companies.

There’s just one problem: SoftBank is sitting on piles of debt. As Arman and I wrote about a few weeks ago:

The bigger number though is sitting on the liabilities side of the company’s balance sheet. As of the end of September, SoftBank had around 18 trillion yen, or about $158.8 billion of current and non-current interest-bearing debt. That’s more than six times the amount the company earns on an operating basis, and just slightly less than the public debt held by Pakistan.

And though SoftBank’s sky-high debt balance tends to be a secondary focus in the company’s media coverage, it’s a figure that SoftBank’s top brass is well aware of, and quite comfortable with. When discussing the company’s financial strategy, Softbank CFO Yoshimitsu Goto stated that the company is in the early stages of a transition from a telco holding company to an investment company, and as a result is “likely to be perceived as a corporate group with significant debt and interest payment burden” with what is “generally considered a high level of debt.”

Those debt loads have made corporate maneuvering quite complicated. And so the company decided to put its mobile telco unit up for public trading as a means of getting a fresh injection of capital and continue its transformation into an investment shop. By raising $23.6 billion today, the company did just that.

The 15% drop in value on its debut though shows that the market has yet to fully buy into Son’s vision for where SoftBank is heading. That lowered price will make the corporate financial math around debt tougher, and will be a key theme for 2019.

2. The Japanese government wants to increase competition in the telco space, putting massive pressure on SoftBank’s financials

Japanese Prime Minister Shinzo Abe. Photo by Matt Roberts/Getty Images

Japan’s telco market is quite dormant, with mature, oligopolistic companies charging some of the highest prices on the planet for mobile service. Japan’s government also doesn’t auction off spectrum, which has saved telcos billions of dollars in direct cash costs, helping them to become reliable profit-generating juggernauts.

That cozy world is being shattered by the policy of Japanese prime minister Shinzo Abe, who has made increasing competition in the industry a major policy initiative. That includes putting 5G spectrum up for what will essentially be a competitive auction, demanding lower prices from telcos, and opening the market to new entrants like Rakuten (see #3 below).

As a result, incumbents like NTT DoCoMo have announced rate cuts of up to 40 percent on mobile services, while warning investors that it may take five years for the company to return to current profitability. Those announcements caused stock traders to dump Japanese telco shares this year, shedding $34 billion in the days following the announcements.

At a time when SoftBank most needs its cash flow to pay off its debt, the world is rapidly moving against it. The company has insisted that it can keep revenues and profits stable and even grow into the competition, but the announcements from its larger competitors dump cold water on its claims. SoftBank’s profits surged in its last quarter, but mostly from its Vision Fund investments rather than its core telco business.

3. Rakuten’s entrance into the Japanese mobile service market will scramble the traditional three-way oligopoly

Hiroshi Mikitani, owner of Rakuten. BEHROUZ MEHRI/AFP/Getty Images

One of the big news stories for SoftBank came from ecommerce giant Rakuten, which announced that it will launch a new mobile service in Japan starting as early as next year. As Arman and I wrote about at the time:

Though a new entrant hasn’t been approved to enter the telco market since eAccess in 2007, Rakuten has already gotten the thumbs up to start operations in 2019. The government also instituted regulations that would make the new kid in town more competitive, such as banning telcos from limiting device portability.

Rakuten’s partnerships with key utilities and infrastructure players will also allow it to build out its network quickly, including one with Japan’s second largest mobile service provider, KDDI.

Rakuten has obvious built-in advantages as the second largest ecommerce company in Japan following Amazon, and that will put pressure on other incumbents — including SoftBank — to meet its prices or to compete with more marketing dollars to reach customers. Again, we see a tough road ahead for SoftBank’s telecom business at a very vulnerable time for its balance sheet.

SoftBank: The Vision Fund

4. The Vision Fund actually got bigger this year

Photo by Tomohiro Ohsumi/Getty Images

The Vision Fund’s massive vision got just a bit bigger this year. When the fund announced its first close in May 2017, it set a target final fund size of $93 billion. In 2018 though, the Vision Fund received another $5 billion in commitments. When we add the $6 billion already committed for SoftBank’s Delta Fund, which is a separate vehicle used to alleviate conflicts around the company’s Didi investment, Masayoshi Son now has more than a $100 billion at his disposal.

But that’s not all! The Vision Fund has also been rumored to be raising $4 billion in debt so that it can fund startups faster (picking up on that debt theme yet?). Its LPs, which include Saudi Arabia, Abu Dhabi, and Apple, are given time to fund their commitments to the Vision Fund, and so the fund wants to have cash in the bank so that it can fund its investments faster. Debt structures in the fund are complicated, to say the least.

Masayoshi Son has repeatedly said that he wants to raise a $300 billion Vision Fund II, possibly as soon as next year, eventually ramping to $880 billion in the coming years. Whether the company’s debt load and controversy over Saudi Arabia (see #6 below) will allow that vision to come to pass is going to be a major question for 2019.

5. Seriously: is there any company not getting a multi-hundred million dollar term sheet from SoftBank these days?

Photo by Alessandro Di Ciommo/NurPhoto via Getty Images

SoftBank dominated headlines throughout 2018 with a steady cadence of monster investments across geographies and industries. Based on data from regulatory filings, Pitchbook, and Crunchbase, SoftBank and its Vision Fund led roughly 35 investment rounds, with total round sizes aggregating to roughly $30 billion, or over $40 billion when including investments in Uber and Grab, which were announced in 2017 but didn’t close until early 2018.

Surprisingly, SoftBank’s latest filings indicate that as of the end of September, the Vision Fund had only deployed roughly $33 billion, or about one-third the total fund, though the actual number might be quite a bit larger. SoftBank has led twelve rounds since September, including buying a $3 billion dollar warrant for WeWork and finalizing a large round that included secondary shares into Chinese news aggregator ByteDance.

In addition to investing directly through its Vision Fund, SoftBank also regularly makes and holds investments at the group level, with the intention of selling or transferring shares to the Vision Fund at a later date. As a result, SoftBank currently holds around $27.7 billion in investments that sit outside the Vision Fund, including the company’s stakes in Uber, Grab and Ola which it expects to eventually transfer to the Vision Fund pending LP and regulatory approvals. Assuming it plans to move the majority of these investments to the Vision Fund, SoftBank might have already deployed close to half the fund.

For all of that money flowing out the door though, there are limits even to the Vision Fund’s ambitions. Just today, the Wall Street Journal reported that LPs are pushing back against a plan to buy out a majority of WeWork, which would push the Vision Fund’s investment in the co-working startup to $24 billion. From the article:

Some of the people said that [Saudi Arabia’s] PIF and [Abu Dhabi’s] Mubadala have questioned the wisdom of doubling down on WeWork, and have cast doubt on its rich valuation. The company is on track to lose around $2 billion this year, and the funds have expressed concern that WeWork’s model could leave it exposed if the economy turns, some of the people said.

If the investment went through, WeWork would represent roughly a quarter of the fund’s capital, an astonishing level of concentration for a venture fund. Its a bold, concentrated bet, exactly the kind of model that entices Son.

6. The Vision Fund generated its first massive returns with Flipkart, Guardant and Ping An, with a huge roster to come

Photo by AFP/Getty Images

In just the first full year of operations, the Vision Fund has already begun to see the fruits of its investments with several portfolio company exits.

It made a spectacular return on Indian ecommerce startup Flipkart, where SoftBank realized a $1.5 billion gain on its $2.5 billion investment in just about a year. Walmart, which bought a 77% stake in Flipkart as part of its ambitious overseas strategy, valued the company at $21 billion.

Flipkart may have been the year’s largest highlight for the Vision Fund, but it wasn’t the only liquidity the fund saw. Its pre-IPO investment in Ping An Health & Technology Co, which produces the popular Chinese medical app Good Doctor, debuted on the Hong Kong Stock Exchange, and Guardant Health, which makes blood tests for disease detection, went public in October to rabid investor enthusiasm.

While those early wins are positive signs, the proof of the Vision Fund’s thesis will come early next year, when companies like Uber, Slack and Didi are expected to go public. If the returns prove favorable, then the fundraise for Vision Fund II may well come together quickly. But if the markets turn south and complicate the roadshows for these unicorns, it could complicate the story of how the Vision Fund exits out of these high-flying investments.

7. Murder is wrong. That makes the math for SoftBank really hard.

JIM WATSON/AFP/Getty Images

The tech media world went into a frenzy over Saudi Arabia’s horrific and horrifically public killing of dissident journalist Jamal Khashoggi. That put enormous pressure on SoftBank and its Vision Fund, where Saudi Arabia’s Public Investment Fund (PIF) is the largest LP with a $45 billion commitment.

There have been strong calls for Masayoshi Son to avoid Saudi Arabia in future fundraises, but that is complicated for one simple reason: there are just not that many money managers in the world who can a) invest tens of billions of dollars into firms backing risky technology investments, and b) are willing to ignore SoftBank’s massive debt stack and existential risks.

So SoftBank faces a tough choice. It can have its fund, but will need to get money from unsavory people. That might be fine — after all, Saudi Arabia is also the largest investor in Silicon Valley. Or it can walk away and try to find another LP that might replace the Kingdom’s huge fund commitment.

If the Vision Fund’s numbers look good after the early IPOs in 2019, I can imagine it being able to paper around Saudi Arabia’s commitment with a broader set of LPs that might be intrigued with technology investing and trust the numbers a bit more. If the IPOs stall though, whether because of internal company challenges à la pre-Dara Uber or broader market challenges, then expect a next fundraise to feature Saudi Arabia prominently, or for no fundraise to take place at all.

SoftBank: The Other Stuff

8. Good news on SoftBank’s Sprint side with its merger with T-Mobile looking like it will move forward

CEO of T-Mobile US Inc. John Legere and Executive Chairman of Sprint Corporation Marcelo Claure. Photo by Alex Wong/Getty Images

Since SoftBank acquired Sprint for $20 billion back in 2013, Sprint’s heavy debt balance has led to lackluster performance and the downgrade of SoftBank’s credit ratings to junk, where they’ve remained since.

After initial discussions stalled in 2017, SoftBank reinitiated merger discussions with T-Mobile’s German parent, Deutsche Telekom in 2018, eventually reaching an agreement for a Sprint/T-Mobile merger that would see SoftBank’s ownership stake fall from just over 80% of Sprint to just 27% of the combined entity.

Despite the poor track record for telco deal approvals and the increased scrutiny of cross-border M&A from U.S. regulators, SoftBank’s proposed merger recently received key approvals from the Committee on Foreign Investment in the United States (CFIUS), the Department of Justice, the Department of Homeland Security, and the Department of Defense. Part of that agreement came when SoftBank agreed to eliminate Huawei equipment from its infrastructure. While the deal still needs approval from the Federal Communications Commission, the road forward seems to be relatively clear.

If the deal ultimately goes through, SoftBank will no longer have to consolidate Sprint financials with its own and can instead report only its owned share of Sprint financials (and debt expense), improving (at least the optics of) SoftBank’s balance sheet.

9. SoftBank’s massive bet on Nvidia could be a $3 billion winner even as Nvidia faces crash

Justin Sullivan/Getty Images

SoftBank became Nvidia’s fourth largest shareholder in 2017 after building up a roughly $4 billion stake in the company’s shares. As I detailed last week, Nvidia’s stock has gone into free fall over the past two months, as the company faces geopolitical turmoil, the loss of a huge revenue stream with the collapse in crypto, and an increasingly competitive battle in the next-generation application workflow space.

Now, SoftBank is reportedly looking to sell its Nvidia shares for possible profits of around $3 billion. As Bloomberg reported, that’s because the acquisition was built as a “collar trade” that protected SoftBank against a drop in Nvidia’s share price (a good reminder that even when a stock loses half of its value, it is entirely possible for people to still make money).

The opportunity though is that SoftBank almost certainly still wants to continue to play in the next-generation AI chip space, and needs to find another vehicle for it to hitch a ride on.

10. ARM could be the saving grace of chips for SoftBank

Masayoshi Son, CEO of Japanese mobile giant SoftBank, and Stuart Chambers, Chairman of British chip designer company ARM Holdings, are pictured outside 11 Downing street in central London. NIKLAS HALLE’N/AFP/Getty Images

In 2016, SoftBank made its biggest purchase ever when it acquired system-on-a-chip designer ARM Holdings for $32 billion. ARM’s designs were dominant among smartphones, which at the time was seeing rapid adoption and growth worldwide.

The good news hasn’t stopped since, although ARM has had to pivot its strategy in 2018 to adapt to changing market dynamics. Apple, which has seen its next-generation iPhone sales stalling, has been rumored to be moving to using ARM chips for a wider array of its products, including its Mac lineup. Beyond that expansion, ARM is now increasingly designing chips for the data center, and engaging in next-generation markets around artificial intelligence and automotive. ARM’s CEO has said that he sees a path to doubling revenues by 2022, which shows a healthy clip of growth if that pans out.

There are headwinds though. Consolidation in the semiconductor space has been a theme the past two years, and that will allow the surviving companies to be more ferocious competitors against ARM. Up-and-coming startups could also crimp the company’s growth in next-generation workloads, a risk shared with other incumbents like Nvidia.

That said, ARM seems to be in a much more strategic position than Nvidia these days, as ARM has managed to maintain its linchpin role, and that should ultimately roll up to a valuation that SoftBank will be excited about.

11. Alibaba is putting heavy pressure on SoftBank’s balance sheet

Jack Ma, businessman and founder of Alibaba, at the 40th Anniversary of Reform and Opening Up at The Great Hall Of The People on December 18, 2018 in Beijing, China. (Photo by Andrea Verdelli/Getty Images)

While SoftBank has slowly been cashing in after winning big on its early backing of Alibaba, the company’s ownership stake still sits at roughly 29%.

SoftBank’s Alibaba ties have helped the company fuel its incessant appetite for leverage, with SoftBank using its stake in Alibaba as collateral for an $8 billion off-balance sheet loan, which prevented additional downgrades of Softbank’s credit. But a tougher macro backdrop and slowing sales growth have caused Alibaba to follow the precipitous decline of other Chinese tech stocks in 2018, falling nearly 20% year-to-date and 30% in the last 6 months.

That decline means tens of billions of dollars of losses for SoftBank’s already overstretched balance sheet, and as with many of these stories, will make financing its vision challenging in 2019.

And so we get back to the core theme of 2018 for SoftBank: debt, leverage, and financial wizardry in pursuit of a bold transformation into a technology investment firm. That transformation has certainly not been smooth, but it has moved forward bit by bit. If SoftBank can navigate the changes in the Japanese telco market, exit some major investments in its Vision Fund, and manage its big commitments in Sprint and Alibaba, it will reach its destination, with a few ultimately superficial bruises along the way.


Source: Tech Crunch

Microsoft launches a new app to make using Office easier

Microsoft today announced a new Office app that’s now available to Windows Insiders and that will soon roll out to all Windows 10 users. The new Office app will replace the existing My Office app (yeah, those names…). While the existing app was mostly about managing Office 365 subscriptions, the new app provides significantly more features and will essentially become the central hub for Office users to switch between apps, see their pinned documents and access other Office features.

The company notes that this launch is part of its efforts to make using Office easier and help users “get the most out of Office and getting them back into their work quickly.” For many Office users, Outlook, Word, PowerPoint and Excel are basically their central tools for getting work done, so it makes sense to give them a single app that combines in a single place all the information about their work.

Using the app, users can switch between apps, see everything they’ve been working on, as well as recommended documents based on what I assume is data from the Microsoft Graph. There’s also an integrated search feature and admins will be able to customize the app with other line of business applications and their company’s branding.

The app is free and will be available in the oft-forgotten Microsoft Store. It’ll work for all users with Office 365 subscriptions or access to Office 2019, Office 2016 or Office Online.


Source: Tech Crunch

MoviePass’s film studio signed a three-year deal with Bruce Willis

Say what you will about MoviePass (and there’s plenty to be said), the company doesn’t give up. The theater ticket subscription service’s production wing has dried the ink on a three picture deal with John McClane himself, Bruce Willis.

Deadline, which first broke the news, notes that Willis has a long standing relationship with Randall Emmett and George Furla, MoviePass Films’ dual CEOs, who founded the company as Emmett/Furla Films way back in 1998.

MoviePass’s parent Helios and Matheson Analytics acquired the assets to Emmett Furla Oasis Films back in May, transforming it into a film financing wing of the then-popular theater service. Since then, the studio’s track record has been hit or miss with the first major film Gotti proving a near-historic stinker.

Even so, it’s faring better than MoviePass itself, which has proven something of an inextinguishable garbage fire over the last several months. CEO Mitch Lowe acknowledged as much in a recent interview, noting, “we’re in the process of fixing all the things that went wrong.”


Source: Tech Crunch

Tesla’s China factory and the missed growth opportunity

Tesla made its ambition for world domination known when it announced its intention to build a factory in China. The move makes sense — China is the world’s largest automotive market. But it might be shortsighted.

By continuing to go after the higher tiers of an established market, Tesla will engage in a zero-sum game for market share instead of forging a new market of unparalleled size. Competition will be fierce as incumbents, like BMW and Audi, which are determined to hold on to their more profitable customers, respond in kind.

Instead, the larger opportunity for any automaker is to grow the overall market by way of disruptive innovation — and not in the Silicon-Valley-hype sense of the term. The architect of disruptive innovation, Harvard Business School Professor Clayton Christensen, explains that disruption happens at the low end of the market — not the end adorned with high-tech features and flashy designs.

Disruptive innovations succeed by transforming complicated and expensive products into simple and affordable ones, thereby enabling a much larger population to benefit from the offerings. And since they, by their very nature, expand the market, they constitute a wellspring of new growth.

Rather than take a page out of the disruptive playbook, Tesla is engaging in sustaining innovation. The company plans to use the new factory to build Model 3 and Model Y cars. Assuming that Tesla continues with its current positioning, these cars, like Tesla’s other models, will enter an established market to compete along existing measures of performance, like acceleration, style and luxury.

Sustaining innovations are important in that they advance an industry, but they offer little net growth, as not all consumers are able to access them. And because sustaining innovations target an industry’s more profitable consumers, we can expect leading automakers to fight tooth and nail to retain their core customers. Alternatively, a disruptive strategy offers a much easier way to tap into the Chinese market — and it’s already happening right under the noses of Tesla and other leading automakers.

Disruption happens at the low end of the market.

Chinese manufacturers of low-speed electric vehicles (LSEVs) — small vehicles that typically top out around 45 mph, have a limited driving range, and sell for as little as $2,000 — are creating a market where none existed, by primarily selling cars to people in rural China who have never owned one. We call these customers nonconsumers of cars. The measures of performance that matter most to nonconsumers aren’t speed, style or comfort, but rather affordability, accessibility and simplicity. So, as long as LSEVs meet these criteria, nonconsumers will generally be willing to buy them. After all, having a car that can’t travel very far or very fast is much better than the alternatives: bicycles, motorcycles or farm vehicles.

By targeting nonconsumers, LSEV manufacturers have steered clear of direct competition with incumbent automakers — who have at their disposal far more resources, such as capital, factories and relationships with suppliers — and effectively established a foothold that allows them to steadily move upmarket.

Taking the disruptive route has enabled LSEV manufacturers to unleash a new wave of growth that Tesla and other automakers should covet. During the decade that LSEVs have been available in China, sales have soared. According to the International Energy Agency’s “Global EV Outlook 2017” report, between 1.2 million and 1.5 million units were sold in China in 2016 — overshadowing the number of battery and plug-in hybrid electric cars sold globally that same year. Undoubtedly, further growth potential for LSEVs in China is immense — more than half a billion Chinese lived in rural areas in 2016.

Whether LSEV manufacturers manage to profitably march upmarket into higher-performance tiers of the market remains to be seen. What we can say for sure is that there is enormous untapped potential to be discovered — both in China and in other emerging markets.


Source: Tech Crunch

Gift Guide: Indie games for players worn out on AAA titles

2018 has been a big year for big games, and with new titles from the Assassin’s Creed, Red Dead Redemption, Call of Duty, and Battlefield franchises all competing… it’s enough to make a gamer want to just quit and play something a little more low key. Here are some of the smaller, independent games we liked from this year and who they might appeal to.

Bonus: many of these can be gotten for less than $30, making them super solid/easy gifts. They aren’t for any particular platform or in any particular order, except that I’ve been playing the heck out of Ashen for the last couple days, so it’s first.

Ashen – for “Souls” lovers

Available on: Xbox One, Windows

(To be fair, this is less of an “indie” than the others on this list, some of which were made by one person, but it’s just off the beaten path enough to qualify.)

If you’ve ever heard your loved one talk about “builds,” really hard bosses, or which helmet completes their outfit best, they probably play games of the Dark Souls type. Ashen is a new action-adventure-RPG in the same vein but with a few notable twists. It has a lovely art style, a streamlined (but still byzantine) progression system, and an interesting multiplayer style where other players drop into your game, and you drop into theirs, with no real warning or interaction. It works better than you’d think, and I’ve already had some great experiences with it.

Yoku’s Island Express – for people who like both pinball and Metroidvanias

Available on: Switch, PS4, Xbox One, Windows

Don’t be fooled by the cuteness of Yoku’s Island Express. This game is both unique and well-crafted, a fusion of (believe it or not) pinball mechanics and gradual exploration of an enormous map. It’s definitely weird, but it immediately clicks in a way you wouldn’t expect. It’s a great break from the grim environments of… well, lots of the games on this list.

Dead Cells – for action fans who won’t mind “roguelike” repetition

Available on: PS4, Xbox One, Switch, Windows, Linux, macOS

The “roguelike” genre has you traversing procedurally-generated variations on a series of levels and progressing farther by improving your own skills — and sometimes getting a couple shiny new weapons or abilities. Dead Cells takes this genre and combines it with incredibly tight side-scrolling action and platforming that never gets old even when you’re going through the sewers for the 20th time. The developers were very responsive during Early Access; the game was great when I bought it early in the year, and now it’s even better.

Below – for atmosphere fans who won’t mind “roguelike” repetition

Available on: Xbox One, Windows

In some ways, Below is the opposite of Dead Cells, though they share a bit of DNA. This game, the long-awaited follow-up to Superbrothers: Sword and Sworcery EP by Capy, is a slow, dark, tense descent into a mysterious cave; it’s almost totally wordless and shown with a pulled-back perspective that makes things feel both twee and terrifying. The less said about the particulars of the game, the better (the gamer should discover on their own), but it may be fairly noted that this is a title that requires some patience and experimentation — and yes, you’re going to die on a spike trap.

Cultist Simulator – for the curious

Available on: Windows, macOS, Linux

It’s very hard to explain Cultist Simulator. It’s an interactive story, different every time, told through cards that you draw and play, and which interact with each other in strange and wonderful ways. One card might be a place, another an action, another a person, all of which can be used, investigated, or sacrificed to other cards: ideas, drives, gods… it’s really quite amazing, even if you rarely have any idea what’s happening. But the curious and driven will derive great satisfaction from learning the way this strange, beautifully made machine works.

Return of the Obra Dinn – for the observant (and dedicated)

Available on: macOS, Windows

This game absorbed me completely for a few days earlier this year. Like the above, it’s a bit hard to explain: you’re given the task of determining the identities and fates of the entire crew of the titular ghost ship by using a magic watch to witness their last words and the moment of their death. That task, and the story it reveals as you accomplish it, grows increasingly disturbing and complex. The beautiful 1-bit art, great music and voice acting, and extremely clever construction make this game — essentially made by one person, Lucas Pope — one of my favorites of the year. But it’s only for people who don’t mind banging their head against things a bit.

Dusk – for connoisseurs of old-school shooters

Available on: Windows, Switch

If your loved one ever talks about the good old days of Quake, Half-Life, Unreal and other classic shooters, Dusk will be right up their alley. The chunky graphics are straight out of the ’90s but the game brings a level of self-awareness and fun, not to mention some gameplay improvements, that make it a joy to play.

CrossCode – for anyone who spent more time playing SNES Classic than AAA games this year

Available on: Windows, Linux, macOS

This crowd-funded RPG was long in the making, and it shows. It’s huge! A fusion of SNES and PSX-era pixel art, smooth but furious top-down action a la Secret of Mana, and a whole lot of skills and equipment. I’ve played nearly 20 hours so far and I’m only now starting to fill out the second branch of four skill trees; the overarching story is still just getting rolling. I told you it was huge! But it’s also fabulous.

Celeste – for the dexterous and those not inclined to anger

Available on: PS4, Xbox One, Switch, macOS, Windows, Linux

Celeste is one of those games they call “Nintendo Hard,” that elusive combination of difficulty and control that cause you to be more disappointed in yourself than the game when you die. And you will die in Celeste — over and over. Hundreds of times. It gleefully tracks the number of deaths on each set of stages, and you should expect well into three figures. The platforming is that hard — but the game is also that good. Not only is its pixel art style cute and the environments lovingly and carefully crafted, but it tells a touching story and the dialogue is actually pretty fun.

Overcooked! 2 –  for friendships strong enough to survive it

Available on: PS4, Xbox One, Switch, Windows, macOS

Much like the first Overcooked, the sequel has you and your friends attempting to navigate chaotic kitchens, hazards, and each other as you try to put together simple dishes like salads and hamburgers for never-sated patrons. The simple controls belie the emergent complexity of the gameplay, and while it can be frustrating at first, it’s immensely satisfying when you get into the zone and blast through a target number of dishes. But only do it with friends you think you can tolerate screaming and bossing each other around.

Into the Breach – for the tactically minded

Available on: Switch, Windows, macOS, Linux

The follow-up to the addictive starship simulator roguelike Faster Than Light (FTL), Into the Breach is a game of tactics taking place on tiny boards loaded with monsters and mechs — but don’t let the small size fool you. The solutions to these little tableaux require serious thinking as you position, attack, and (hopefully) repel the alien invaders. Matt says it’s “perfect for Switch.”


Source: Tech Crunch

Rothy’s just landed $35 million from Goldman Sachs to sell more of its popular ballet flats

Rothy’s, a three-year-old, San Francisco-based company that makes a variety of colorful flats for women, has some more walking-around money today. According to Bloomberg, the company just closed on $35 million in funding from Goldman Sach’s asset management unit.

The round brings the young company’s total funding to $42 million, including an early $5 million investment from Lightspeed Venture Partners, and $2 million in convertible notes, including from Finn Capital Partners, M13 and Grace Beauty Capital.

Goldman’s interest in the company isn’t surprising. Rothy’s doesn’t disclose how many pairs of shoes it has sold, but the company tells Bloomberg that it expects to see slightly more than $140 million in revenue this year, and, as the outlet surmises from some back-of-the-napkin math, that equates to roughly 1.4 million pairs of shoes sold.

Judging by its enthusiastic consumer base — it has 161,000 Instagram followers, for example — many of those are likely women who own multiple pairs, too.

What they love about the shoes, seemingly: their style, in large part. On this front, it helps that some fashion icons have gravitated toward the shoes, including actress-turned-Duchess of Sussex, Meghan Markle, who has been photographed in Rothy’s.

The company is also selling eco-conscious comfort by making the shoes out of recycled materials that include water bottles. Because of their constitution, they are also machine washable, yet another selling point.

Yet where Rothy’s has really shined is in marketing, including spending hugely on Facebook and to a lesser extent, Instagram and other social media platforms. Indeed, the company has been recognized repeatedly (including by us) for its shoes seeming ubiquity online. Though these platforms have grown more crowded in the short time since Rothy’s launched, it spent big on marketing from the outset — it flooded the zone, so to speak — and that campaign has seemingly paid off for the startup.

Today, the company, which runs its own 100,000-square-foot factory in China and employs roughly 500 people — including 50 people in the Bay Area — is selling four types of shoes, including its two best-known silhouettes — a $125 rounded flat shoe and a $145 pointed flat — along with loafers and, more newly, sneakers that are reminiscent of Van’s iconic shoes. 

Somewhat ironically, one of the biggest threats to Rothy’s ongoing rise — other than fickle shoppers —  is companies that are beginning to copy Rothy’s designs, reports Bloomberg.

The company says, for instance, that it is currently suing at least one outfit, a Virginia-based company, for selling a shoe that looks to Rothy’s alarmingly like one of its own productions.


Source: Tech Crunch

Pretend to be productive by reading TechCrunch in your terminal window

Developers and hipsters, it’s time to join together and ditch your web browser to read this article. Kosuke Yoshimura developed a fun little project and shared it on Product Hunt today. TechCrunch-CLI is a command line interface that lets you read TechCrunch articles in text mode.

As my colleague Devin Coldewey suggested, TextCrunch would also be a good alternative name for this project.

I played around with it and I have to say that there’s something fascinating about reading the article I just published in my terminal window.

If you want to install it on your computer, it’s a simple NPM package on Github. If you have a Mac, you can install Node.js and NPM using Homebrew. Or you can spin up a Node.js image on any virtual private server platform out there if you just want to play with it for a few minutes.

By default, the command “$ tc top” loads up the most recent articles. It’s a scrollable list so you can go back quite far in the past with the up/down arrows. When you press enter, you get a text view of the article — links are included in brackets. Sadly, illustrations aren’t magically converted into ASCII art.

You can also type a tag using “$ tc tag <searchTerms...>” to load the most recent articles on a specific topic.

I have to say that reading articles in such a minimalist way is refreshing. Arguably, TechCrunch isn’t the worst website out there. But the web has become too cluttered and you end up loading one bloated web page after another. So if you want to go back to text browsers, here’s your chance.


Source: Tech Crunch

Target’s same-day delivery service Shipt will include ‘all major product categories’ in 2019

Target has grand plans for Shipt, the same-day grocery delivery service it bought a year ago for $550 million. While generally known today as something of an Instacart competitor – essentially Target’s answer to Walmart and Amazon’s grocery delivery businesses – Shipt has expanded to include more of Target’s assortment over the past year. By 2019, the company says Shipt will offer same-day delivery of “all major product categories.”

Today, Shipt offers same-day delivery on more than 55,000 groceries and other essentials, as well as select electronics, toys and other products.

Next year, the delivery service will expand to include all major product categories, Shipt tells TechCrunch.

That means categories like apparel, towels, and more will become available for same-day delivery. The retailer declined to share specific details, like how many additional SKUs would be involved, or when in 2019 this category expansion would begin.

The move could be a potential game-changer for Target, however, which has been revamping its business to better accommodate all the ways people want to shop, both online and off. It has been remodeling its stores to add parking spaces for Drive Up customers – meaning, those who place orders online for same-day pickup from the store. It has updated stores’ layouts so online Order Pickup, self-checkout and grab-and-go grocery essentials are near the front as you walk in.

But one of the challenges Target still faces is that it can be difficult to figure out which merchandise is available via which delivery or pickup method. Even when you search and filter for “in-store” merchandise in Target’s mobile app, you’ll be shown out-of-stock items as well as those you can only order online for shipping to your home.

Meanwhile, a lot of Target’s merchandise – like cold grocery items and clothing – are not available through same-day services like Drive Up or Shipt.

The end result is that you can’t do a full “Target run” that includes all types of merchandise, unless you go into the store. It also likely causes customer confusion, since Drive Up and Shipt offer access to a different assortment of products. Why shouldn’t same-day items be available for both pickup or delivery?

But if Shipt will grow to include all major product categories in 2019, it could become Target customers’ preferred same-day service.

In 2018, Shipt saw massive expansion, following Target’s promise that it – along with Drive Up – would be available nationwide by the 2018 holidays.

The retailer noted in a corporate blog post about Shipt’s one-year anniversary that the delivery service now reaches over 200 million U.S. markets across 46 states – up from the 70 markets where it was live at the time of acquisition. Shipt has also seen its membership numbers triple since joining Target, the retailer says, and it’s hired more than 375 new employees across its Birmingham, Alabama and San Francisco offices.

Shipt will continue expand geographically in 2019, and will expand its Birmingham headquarters’ headcount by the “hundreds,” Target said.

 

 


Source: Tech Crunch