Curated Insights 2018.06.29

75% of bull markets are nothing but multiple expansion

Hedge funds’ best ideas? Those are just stocks they’re dumping

“This suggests that the pitched stocks were their ‘best ideas’ but not likely any longer. Returns of pitched stocks diverged from market immediately after the pitches—long pitches spike up and short pitches spike down. These results suggest that these investment conferences are closely followed by other investors and have high market impacts. The majority of the outperformance occurs before the pitches. Outperformance after the pitches are likely driven by inflows from other investors that follow these investment conferences.”

Amazon’s scale in Japan challenges rivals and regulators

In the wake of Amazon’s rise, Rakuten, its largest Japanese rival, which operates the country’s biggest online marketplace, has expanded aggressively into financial technology, mobile phones and home-sharing. Still, to compete better against Amazon, the company is aiming to create its own logistics and delivery network within two years. Unlike its US rival, it had left warehouse and inventory management to the retailers that use its marketplace rather than building its own proprietary systems.

Amazon held a 23 per cent share in Japan’s internet retail market compared with Rakuten’s 18.5 per cent share last year, after overtaking its Japanese rival in 2016, according to Euromonitor. Other industry data shows the two rivals in a tight race.

“There is no way rivals can compete against Amazon. They invest in the best-in-class technology with little regard for profits so that they can create a sophisticated logistics operation,” said Shinichiro Nishino, a former Amazon executive who was hired by Mr Bezos to launch the business in Japan.


Amazon wants the whole package in delivery

Amazon plans to provide entrepreneurs known as “Delivery Service Partners” with guaranteed delivery volume, use of Amazon’s logistics technology, and discounts on Amazon-branded delivery van leases, vehicle insurance, Amazon uniforms, and even fuel. The company envisions hundreds of owners operating fleets of 20 to 40 vehicles and eventually having “tens of thousands of delivery drivers across the U.S.,” Amazon trumpeted in its press release.

The independent contractor owner-operator model is similar to how FedEx handles its last-mile deliveries, while UPS delivery trucks are staffed by unionized employees, Blackledge writes. Amazon has been steadily encroaching on all parts of the traditional delivery firms’ turf in recent years, with initiatives including a delivery service for small businesses, building its own air cargo hub, and even expanding into ocean freight shipping. Amazon already boasts a fleet of 7,500 trucks, 35 aircraft, and over 70 delivery centers. This pales in comparison, however, to FedEx’s stated world-wide armada of 650 planes, 150,000 delivery trucks, 400,000 employees, and 4,800 fulfillment facilities.

Danny Meyer’s recipe for success

Rather than rolling out replicas of USC in other cities, as is a common tactic for ambitious restaurant empire builders, Meyer employed a different strategy. Sticking close to home, Meyer expanded by replicating his enlightened hospitality, cultivating regulars, and stimulating buzz by endowing each new restaurant with its own memorable menu and décor.

“The fact that Danny has been so successful translating the culture across so many different restaurant brands, and engaging a lot of people to help him, is key to understanding the quality and influence of the culture he inspired. He happens to be in the restaurant business, but if he had been a university president, you would have a different kind of college. When he looks at you, he sees you. He’s not playing the role of an executive. He’s a hugger. He trusts his gut, and his gut is always working.”

Meyer never set out to be a business mogul. He simply wanted to create a homey, unpretentious, and affordable Michelin star–quality restaurant that did not exist in New York in the 1980s. Unlike the dominant, ultra-expensive, and exclusive French haute cuisine establishments, such as Le Pavillon and Lutèce, which oozed effeteness, Meyer wanted USC customers to feel comfortable asking their server, or even the sommelier, to explain and pronounce menu items. He wanted people walking in without a reservation to feel welcome ordering a full-course meal at the bar.

Stewarding the culture in association with every business decision is the main responsibility and passion for Meyer, who recently turned 60, and is not slowing down. Also on his agenda? Creating a few more fine casual brands, such as Shake Shack and Tender Greens, and making them all as essential to millennials as McDonald’s once was to boomers.

All the questions you wanted answered about Bird Scooters and their recent $300 million funding

Capital. Because Bird was first to market, extremely innovative, quick to hire talented leadership and an experienced founder it was able to raise $125 million in an extraordinarily short period of time. That has allowed the company to launch in many markets, build amazing applications, design future versions of the scooter and monetize while many companies are still just drawing up their go-to-market plans. This allowed Bird to then raise $300 million from some of the top VCs in the country. Capital of course drives scale advantages and when you have “winner take most” markets it also has a way of scaring away some investors from investing in the 3–5th “me too” competitors. You can expect some strong competition, but it’s unlikely that there will be 5 great scooter companies.

Density. One huge advantage the early-movers have is “density.” A dockless eScooter solution is only compelling if you believe that you’ll always be able to find a scooter in a relatively short walking distance or it defeats the purpose. If Bird has thousands of scooters in a neighborhood (and if it can acquire these scooters at cheaper prices due to scale advantages) then it’s significantly more difficult for new entrants to launch without serious capital and it’s hard to get serious capital from investors who perceive you’re late to the game.

Data. Bird already has an enormous lead in data collection. What appears as just an electric-powered scooter is really a computer with wheels. Between our on-board CPUs and your mobile phone companions we have an enormous amount of data on transportation routes, where riders want to pick up scooters in the morning and where they leave them in the evening. This not only allows Bird to have advantages in right-sizing city inventory levels and proper placement to maximize yield, but the company has already been providing this data to cities to help them better plan their cities of the future. We clearly need a world in which gas cars don’t dominate dense city environments and providing this data to cities is a great start in that direction.

Mechanics. What is even more remarkable than “chargers” is how Bird has build out local teams of mechanics in each market, providing large legions of skilled labor the ability to earn meaningful dollars for repairs to wheels, brakes, cables, batteries, electronics, etc. Local politicians wanting to see local job creation rather than jobs at tech firms all migrating to San Francisco should be heartened. Because each market won’t have unlimited labor suppliers of repair people and because the largest services can pay the best, there is inherent advantage in capturing the early pools of mechanics.


How WeWork’s revenue-sharing leases could affect property investors

Both WeWork and THRE are keeping details of the revenue-sharing lease under wraps but, broadly, it means that WeWork does not have to pay a fixed amount of rent. If it is doing badly and cannot attract tenants, it pays less — or nothing — to its landlords, THRE and PFAE. Conversely, if it does well, it can pay more.

This has implications for property investors. By offering an uneven and potentially volatile income stream in place of a steady and fixed one, a lease of this kind changes the bond-like nature of property as an asset class into something closer to an equity.


The business of death has a bright future in Japan

The funeral business has a bright future in Japan, where deaths have outpaced births every year since 2007. Almost 30 percent of the population is 65 or older. And this year is a tipping-point of sorts. After 2018, the number of Japanese women of child-bearing age will decline so sharply that by 2025 the population is forecast to drop by four million people, equivalent to the population of Los Angeles.

Trump tariffs would be bad for the entire global auto industry, says Moody’s

Daimler AG, BMW and Volkswagen AG all import more than half the vehicles they sell in the U.S. from other countries. The breakdown is 50% for Daimler, 70% for BMW and above 80% for VW. “However, these imports represent only about 12% of BMW’s total annual unit sales, about 8% of Daimler’s global light vehicle sales, and around 3% of VW group sales (figures include sales from Chinese joint ventures),” said Clark. “On the other hand, BMW and Daimler export more than half the vehicles they produce at their U.S. assembly plants. Fiat Chrysler Automobiles NV produces about half its vehicles in the U.S., with the remaining units imported mainly from Mexico and Canada.”

Moody’s estimates that Toyota exports roughly 22% of cars produced in Japan to the U.S., while Nissan exports about 31% of its domestic production to the U.S. market. Honda has the most diversified production of the three and a low ratio of exports to the U.S. but is planning to increase exports in 2018. Korean car makers Hyundai Motor Co. and Kia Motors Corp. import a bit more than half their vehicles sold in the U.S., mostly from Korea but also from Mexico. Both were planning to produce more SUVs and crossovers in the U.S. in the next two years.

Mexico would be hurt more than other markets as many big car makers have assembly plants there to serve the U.S. market. Mexico produced 3.8 million vehicles in 2017, 82% of which were exported. Of that total, 84% went to the U.S. and Canada. In the first quarter of 2018, the car industry accounted for 2.9% of Mexico’s GDP, meaning tariffs would hurt more than the car manufacturers and auto-parts suppliers.

One group that will be especially hard hit is U.S. car dealers, which rely heavily on imports. “These companies have minimal U.S.-produced vehicle penetration to offset reduced sales from price increases on imported vehicles,” said the report.

Where 3 million electric vehicle batteries will go when they retire

By 2030, there will be a 25-fold surge in battery demand for EVs. Automobiles have overtaken consumer electronics as the biggest users of lithium-ion batteries, according to Paris-based Avicenne Energy. By 2040, more than half of new-car sales and a third of the global fleet –- equal to 559 million vehicles — will be electric. By 2050, companies will have invested about $550 billion in home, industrial and grid-scale battery storage, according to BNEF.

Introducing a16z crypto

Trust is a new software primitive from which other components can be constructed.

The new primitive of trust also means that 3rd-party developers, entrepreneurs, and creators can build on top of crypto-powered platforms without worrying about whether the rules of the game will change later on. In an era in which the internet is increasingly controlled by a handful of large tech incumbents, it’s more important than ever to create the right economic conditions for developers, creators, and entrepreneurs. Trust also enables new kinds of governance where communities collectively make important decisions about how networks evolve, what behaviors are permitted, and how economic benefits are distributed.

Cryptogoods can unlock new experiences and business models for games and other forms of media.


Ten lessons from Michael Batnick’s book ‘Big Mistakes’

Ben Graham understood that no approach works all the time. There are time and place for everything. Markets evolve and some concepts stop working. A margin of safety doesn’t matter during periods of forced liquidation, especially when you are leveraged to the hill.

A high IQ guarantees you nothing! This is one of the hardest things for newer investors to come to grips with, that markets don’t compensate you just for being smart.” and “Intelligence in investing is not absolute; it’s relative. In other words, it doesn’t just matter how smart you are, it matters how smart your competition is.

The most disciplined investors are intimately aware of how they’ll behave in different market environments, so they hold a portfolio that is suited to their personality. They don’t kill themselves trying to build a perfect portfolio because they know that it doesn’t exist.

Curated Insights 2018.06.24

Tails, you win

Correlation Ventures crunched the numbers. Out of 21,000 venture financings from 2004 to 2014, 65% lost money. Two and a half percent of investments made 10x-20x. One percent made more than 20x return. Half a percent – about 100 companies – earned 50x or more. That’s where the majority of the industry’s returns come from. It skews even more as you drill down. There’s been $482 billion of VC funding in the last ten years. The combined value of the ten largest venture-backed companies is $213 billion. So ten venture-backed companies are valued at half the industry’s deployed capital.

The S&P 500 rose 22% in 2017. But a quarter of that return came from 5 companies – Amazon, Apple, Facebook, Boeing, and Microsoft. Ten companies made up 35% of the return. Twenty-three accounted for half the return. Apple alone was responsible for more of the index’s total returns than the bottom 321 companies combined. The S&P 500 gained 108% over the last five years. Twenty-two companies are responsible for half that gain. Ninety-two companies made up three-quarters of the returns. The Nasdaq 100 skews even more. The index gained 32% last year. Five companies made up 51% of that return. Twenty-five companies were responsible for 75% of the overall return.


16 years late, $13B short, but optimistic: Where growth will take the music biz

The primary problem, however, is how the major labels monopolize royalty payments. Spotify and Apple Music take roughly 30% of total revenues (which goes to operating costs, as well as customer sales tax and platform fees), with the remaining 70% paid out in royalties. Out of this remainder, the major labels keep roughly 70%, with 15% going to performers and 15% to composers. And remember, a hot song often boasts a handful of writers and several performers, each of whom will share in the net royalty (Spotify’s most streamed track in 2017, Ed Sheeran’s “Shape of You,” counts six writers; Kanye West’s 2015 hit “All Day” had four performers and 19 credited writers).

A common rejoinder to this argument is that growth in subscriptions will solve the problem – if everyone had Spotify or Apple Music, per-stream rates would remain low, but gross payments would increase substantially. There are three limits to this argument. First, prices would likely need to drop in order to drive additional penetration. In fact, they already are as the major services embrace student pricing and family plans (which cost 50% more but allow four to six unique accounts): Over the past three years, premium user ARPU has fallen from $7.06 per month to $5.25. To this end, family plans exert significant downward pressure on per-stream rates, as the number of streams grows substantially more than revenue. For related reasons, the industry is also unlikely to return to the days where the average American over 13 spent $80-105 a year (1992-2002). Even if every single American household subscribed to Spotify or Apple Music, per capita spend would be around $65-70. This is still more than twice today’s average of $31, but such penetration is unlikely (in 2017, only 80% of American mobiles were smartphones). Put another way, much of the remaining growth in on-demand streaming will come from adding additional users to existing subscriptions. While this increases total revenue per subscription (from $120 to $180), it drops ARPU to at most $90 and its lowest, $20.

Second, growth in on-demand music subscriptions is likely to cannibalize the terrestrial and satellite radio businesses. In 2017, SiriusXM (which has the highest content costs per listener hour in the music industry) paid out $1.2B in US royalties, roughly 33% of that of the major streaming services. US terrestrial broadcast revenue generates another $3B+ in annual royalties. These formats are rarely considered when discussing the health of the music industry, even though one reflects direct consumer spend. But they provide significant income for the creative community (though notably, terrestrial radio royalties compensate only composers, not performers). As on-demand streaming proliferates and cannibalizes more terrestrial/satellite radio listening (still more than half of total audio time in the United States), streaming royalties will continue to grow – but much of this will come at the expense of radio royalties.

Streaming services have an opportunity to cut out labels by forming direct-to-artist deals or establishing their own pseudo-label services. Not only has this long been predicted, it’s been incubated for years. Since 2015, the major services have cultivated exclusive windows and radio shows with major stars, including Beyoncé, Kanye West and Drake. While this construct still went through the label system, it generates clear business cases for further disintermediation.


How Netflix sent the biggest media companies into a frenzy, and why Netflix thinks some are getting it wrong

Hastings has never really feared legacy media, said Neil Rothstein, who worked at Netflix from 2001 to 2012 and eventually ran digital global advertising for the company. That’s because Hastings bought into the fundamental principle of “The Innovator’s Dilemma,” the 1997 business strategy book by Harvard Business School professor Clayton Christensen. “Reed brought 25 or 30 of us together, and we discussed the book,” Rothstein said of an executive retreat he remembered nearly a decade ago. “We studied AOL and Blockbuster as cautionary tales. We knew we had to disrupt, including disrupting ourselves, or someone else would do it.”

BTIG’s Greenfield predicts Netflix will increase its global subscribers from 125 million to 200 million by 2020. Bank of America analyst Nat Schindler estimates Netflix will have 360 million subscribers by 2030. Netflix estimates the total addressable market of subscribers, not including China, could be about 800 million.

Netflix has another edge in the content wars. While networks make decisions on TV ratings, Netflix plays a different game. Its barometer for success is based on how much it spent on a show rather than hoping every show is a blowout hit, said Barry Enderwick, who worked in Netflix’s marketing department from 2001 to 2012 and who was director of global marketing and subscriber acquisition. Since Netflix is not beholden to advertisers, niche shows can be successful, as long as Netflix controls spending. That also gives Netflix the luxury of being able to order full seasons of shows, which appeals to talent.

“Reality is, the biggest distributor of content out there is totally vertically integrated,” said Stephenson. “This happens to be somebody called Netflix. But they create original content; they aggregate original content; and they distribute original content. This thing is moving at lightning speed.”

Hastings derived many of his strategy lessons from a Stanford instructor named Hamilton Helmer. Hastings even invited him to Netflix in 2010 to teach other executives. One of Helmer’s key concepts is called counter-positioning, which Helmer defines as: “A newcomer adopts a new, superior business model which the incumbent does not mimic due to anticipated damage to their existing business.”

Google’s half-billion bet on JD.com

With the second-largest share of China’s B2C e-commerce market after Alibaba’s Tmall, JD.com already sells most major multinational consumer brands within China. Among CPG brands, 100% of home care and 95% of personal care brands are present on the platform. Gartner L2’s recent Digital IQ Index: Beauty China finds that 97% of mass beauty brands are sold on JD.com, either through brand flagships or JD.com-operated stores. Premium beauty brand presence is slightly lower at 77%. International luxury brands have generally been more wary of mass-market e-tailers, but JD.com has scored major names like Saint Laurent and Alexander McQueen since the launch of its luxury app Toplife and white-glove delivery service.


Google places a $550 million bet on China’s second-largest e-commerce player

For its part, JD.com said it planned to make a selection of items available for sale in places like the U.S. and Europe through Google Shopping — a service that lets users search for products on e-commerce websites and compare prices between different sellers. When retailers partner with Google, it gives their products visibility and makes it convenient for consumers to purchase them online. For the tech giant, its shopping service is important in helping to win back product searches from Amazon and to stay relevant in the voice-powered future of e-commerce.


Google is training machines to predict when a patient will die

Google has long sought access to digital medical records, also with mixed results. For its recent research, the internet giant cut deals with the University of California, San Francisco, and the University of Chicago for 46 billion pieces of anonymous patient data. Google’s AI system created predictive models for each hospital, not one that parses data across the two, a harder problem. A solution for all hospitals would be even more challenging. Google is working to secure new partners for access to more records.

A deeper dive into health would only add to the vast amounts of information Google already has on us. “Companies like Google and other tech giants are going to have a unique, almost monopolistic, ability to capitalize on all the data we generate,” said Andrew Burt, chief privacy officer for data company Immuta. He and pediatric oncologist Samuel Volchenboum wrote a recent column arguing governments should prevent this data from becoming “the province of only a few companies,” like in online advertising where Google reigns.

Adobe could be the next $10 billion software company

“The acquisition of Magento will make Adobe the only company with leadership in content creation, marketing, advertising, analytics and now commerce, enabling real-time personalized experiences across the entire customer journey, whether on the web, mobile, social, in-product or in-store. We believe the addition of Magento expands our available market opportunity, builds out our product portfolio, and addresses a key underserved customer need.”

Both have a similar approach to the marketing side, while Salesforce concentrates on the customer including CRM and service components. Adobe differentiates itself with content, which shows up on the balance sheet as the majority of its revenue .


After 20 years of Salesforce, what Marc Benioff got right and wrong about the cloud

Cloud computing can now be “private”: Virtual private clouds (VPCs) in the IaaS world allow enterprises to maintain root control of the OS, while outsourcing the physical management of machines to providers like Google, DigitalOcean, Microsoft, Packet or AWS. This allows enterprises (like Capital One) to relinquish hardware management and the headache it often entails, but retain control over networks, software and data. It is also far easier for enterprises to get the necessary assurance for the security posture of Amazon, Microsoft and Google than it is to get the same level of assurance for each of the tens of thousands of possible SaaS vendors in the world.

The problem for many of today’s largest SaaS vendors is that they were founded and scaled out during the pre-cloud-native era, meaning they’re burdened by some serious technical and cultural debt. If they fail to make the necessary transition, they’ll be disrupted by a new generation of SaaS companies (and possibly traditional software vendors) that are agnostic toward where their applications are deployed and who applies the pre-built automation that simplifies management. This next generation of vendors will put more control in the hands of end customers (who crave control), while maintaining what vendors have come to love about cloud-native development and cloud-based resources.

What’s so special about 21st Century Fox?

The attraction of Fox’s movie studio is clear. 20th Century Fox owns blockbuster franchises like “X-Men” and “Avatar,” as well as a highly regarded arthouse-movie shop in Fox Searchlight. All told, Fox’s studios collected more than $1.4 billion at the box office last year, according to Box Office Mojo.

One is the company’s 39 percent stake in Sky, the European satellite and broadband internet provider, which is already the subject of a bidding war between Comcast and Fox. Here’s what DealBook wrote about the attraction of Sky last week: Based in London, the broadcaster and internet service provider has 23 million customers in five countries, and it owns valuable broadcasting rights to English Premier League games, Formula One races and other sporting events. It also produces its own entertainment programs and has a streaming service, Now TV.

The other is Star, one of India’s biggest broadcasters, which operates 60 channels and the mobile streaming service Hotstar. Neither Comcast nor Disney has a meaningful presence in the fast-growing India market. Owning one of the country’s top content creators and distributors would give either company both a wealth of locally produced content and platforms on which to provide its other movies and TV shows.


Disney tests pricing power at theme parks

Raising prices—currently around $100 on average days and more than $120 during “peak” times around holidays—could mitigate tourist appetite and increase Disney’s profits. Internal projections at Disney show that even after raising prices at roughly double the rate of inflation over the past five years, it could charge much more than it currently does without driving away too many customers, a person familiar with the company’s parks operations said. Disney parks executives are working on adopting a dynamic pricing model similar to airlines, in which prices fluctuate depending on when a ticket is purchased, this person said.

Disney doesn’t release annual attendance figures for its parks, but more than 38.8 million people visited its domestic locations in 2017, an annual increase of about 1.3%, according to the Themed Entertainment Association trade group. Rising prices and attendance at the parks have contributed to strong growth in the company’s parks and resorts division in recent years. Annual income for the segment has grown more than 70% since 2013, hitting $3.8 billion in 2017.

These are the world’s biggest disruptors (and how the disrupteds are fighting back)

According to Barclays, historically the competitive advantage of legacy consumer focused businesses depended on either: 1) creating a monopoly⁄oligopoly in supply (creating a “scarce resource” in the process), or 2) controlling distribution by integrating with suppliers. Here, the fundamental disruption of the internet has been to turn this dynamic on its head by dominating the user experience. Barclays explains further:

First, while the mega-tech internet companies have high upfront capital costs, their user base is so large that the capital costs per user are insignificant, specially relative to revenue generated per user. This means that the marginal costs of serving another customer is effectively zero, thus neutralizing the advantage of exclusive supplier relationships that were leveraged by legacy distributors. Secondly, the internet has led to the creation of infinitely scalable networks that commoditize⁄modularize supply of “scarce resources” (thus disrupting the legacy suppliers of those resources), making it viable for the disrupting internet company to position itself as the key beneficiary of the industry‘s disruption by integrating forward with end users⁄consumers at scale.

As a result of the disruption, the user experience has become the most important factor determining success in the current environment: the disruptors win by providing the best experience, which earns them the most consumers⁄users, which attracts the most suppliers, which enhances the user experience in a virtuous cycle. This is also why so many legacy businesses find themselves unable to compete with runaway disruptors, whose modest advantage quickly becomes an insurmountable lead due to the economics of scale made possible by the internet. This has resulted in a shift of value from the disrupted to the disruptors who modularize⁄commoditize suppliers, integrate the modularized suppliers on their platform, and distribute to consumers⁄users with which they have an exclusive relationship at scale.

This further means that the internet enforces strong winner-take-all effects: since the value of a disruptor to end users is continually increasing it is exceedingly difficult for competitors to take away users or win new ones. This, according to Barclays, makes it difficult to make antitrust arguments based on consumer welfare (the standard for U.S. jurisprudence), but ripe for EU antitrust regulation (which considers monopolistic behavior illegal if it restricts competition).

Japan robot makers outperform Europeans in profitability

Fanuc, Yaskawa Electric and the other two top players worldwide, ABB of Switzerland and Germany’s Kuka, together hold more than 50% of the global market for industrial robots, Nikkei estimates. Fanuc is strong in numerical control devices for machine tools, while Yaskawa boasts expertise in motor technologies. On the European side, ABB is known for dual-arm robots and supplies a wide array of manufacturing equipment, while Kuka’s strength lies in automotive production equipment such as welding robots.

Fanuc is far ahead of the other three in margin, but Yaskawa has boosted its number in recent years. Its margin rose to 9% last fiscal year, surpassing ABB’s 7% and marking the first time in 14 years that the Japanese duo each logged better margins than their two European rivals. In-house production of core component motors helps the Japanese players secure wider margins, said Yoshinao Ibara of Morgan Stanley MUFG Securities. Fanuc’s thoroughly automated production processes also contribute to high profitability.


Why aren’t we all buying houses on the internet?

“The old idea that real estate is never going to change, that we’re going to pay 6 percent, is completely untrue,” argues Glenn Kelman, the CEO of Seattle-based Redfin, a publicly traded brokerage whose calling card is lower commissions. For Kelman, the rush of cash into real estate startups feels like vindication for a corporate model that investors have regarded with skepticism. Redfin’s low-fee model relies on an army of in-house agents who trade typical commissions for the volume that’s possible with internet-generated leads. A Redfin world isn’t a world without real estate agents, but it is one where fewer agents do more. The nation’s 1.4 million working real estate agents do not particularly like Redfin.

Zillow has a different approach. The company hasn’t disrupted the traditional agent model; on the contrary, it’s dependent on it. In the first quarter of 2018, Zillow raked in $300 million in revenue (Redfin’s revenue for all of 2017 was $370 million); more than 70 percent of that came from the company’s “Premier Agents,” who pay for prime placement on the site to generate leads. In becoming an iBuyer (the industry’s term of art, short for “instant buyer”), the company won’t bite the real estate–brokering hand that feeds it. If anything, the pivot provides a lucrative opportunity for local agents to cement their relationships with a company that is trying to become an industrial-scale homebuyer.

Zillow also isn’t the first company to try acting as a middleman. San Francisco–based Opendoor has made tens of thousands of offers on homes, mostly in Sun Belt cities like Phoenix and Dallas. These places are an easier market than New York or San Francisco: The housing stock is newer, cheaper, and more suburban—which is to say, self-similar. Transactions taxes tend to be lower. The company sees itself as competing against seller uncertainty. “[Zillow] keep[s] the agents at the center of the transaction, which is in line with their business model,” says Cristin Culver, head of communications for Opendoor. “And we keep the customer at the center, which is really our North Star, and that’s the difference.” The company’s rapid appraisals make it possible for sellers to skip agents on the first transaction, and after doing some small renovations (paint, HVAC, basic repairs), Opendoor’s “All Day Open House” allows buyers to find and unlock the house themselves with a smartphone. Easy, right? And yet most of them come with an agent, and the company says it’s one of the biggest payers of commissioners in its markets today.*

Why Japan’s sharing economy is tiny

A generous estimate of the sharing’s economy value in Japan is just ¥1.2trn yen ($11bn), compared with $229bn for China. “It’s a very difficult situation,” says Yuji Ueda of Japan’s Sharing Economy Association. Almost 29m tourists visited Japan last year; the goal is to attract 40m by 2020, when Tokyo hosts the Olympics. But the number of hotel rooms is not keeping up with demand.

Indonesia ecommerce through the eyes of a veteran

50% of all ecommerce orders are still limited to JABODETABEK (The Greater Jakarta Area) while the next 30% are in the rest of Java. This leaves 20% spread unevenly throughout Indonesia. Lots of marketing dollars (and education) will have to be spent outside JABODETABEK to push more traffic and conversion online.

Social commerce is massive in Indonesia and it is believed that transactions happening via Facebook and Instagram may be equally as big as the ‘traditional’ ecommerce. As of now, there is no official way to track how big this market is but looking at the data from various last mile operators based on non-corporate customers, this market share is between 25% and 35% of their volumes and has been constantly growing.

Domestic ecommerce supply chain design is becoming more critical in ensuring lower OPEX. Decentralisation of distribution centres are happening with various major marketplaces and 3PL investing in distribution centers (DC) outside JABODETABEK with the objective of bringing products closer to market and also reducing the last mile cost. With a long term view, some too have started investing in having a presence in 3rd Tier Cities outside Java, in line with the government’s infrastructure development.


Malaysia’s economy more diversified than thought

While commodities make up about 20% of total exports, electronics constitute an even larger portion: 37% in 2017. Even when oil prices were at their peak in 2012, commodities comprised 30% of total exports versus electronics at 33%.

Higher oil prices add to the government’s fiscal revenue. We estimate that for every 10% rise in global oil prices, Malaysia’s current account increases by about 0.3 percentage points of GDP after four quarters.

Government estimates suggest that every US$1 per barrel increase in oil prices adds about RM300mil to revenue. That said, oil revenue is only budgeted at 14.8% of revenue for 2018 compared with the peak in 2009 when it constituted some 43% of total fiscal revenue.


SEC says Ether isn’t a security, but tokens based on Ether can be

For the SEC, while cryptocurrencies like bitcoin and ether are not securities, token offerings for stakes in companies that are built off of those blockchains can be, depending on the extent to which third parties are involved in the creation or exchange of value around the assets. The key for the SEC is whether the token in question is being used simply for the exchange of a good or service through a distributed ledger platform, or whether the value of the cryptocurrency is dependent on the actions of a third party for it to rise in value.

“Promoters, in order to raise money to develop networks on which digital assets will operate, often sell the tokens or coins rather than sell shares, issue notes or obtain bank financing. But, in many cases, the economic substance is the same as a conventional securities offering. Funds are raised with the expectation that the promoters will build their system and investors can earn a return on the instrument — usually by selling their tokens in the secondary market once the promoters create something of value with the proceeds and the value of the digital enterprise increases. Just as in the Howey case, tokens and coins are often touted as assets that have a use in their own right, coupled with a promise that the assets will be cultivated in a way that will cause them to grow in value, to be sold later at a profit. And, as in Howey — where interests in the groves were sold to hotel guests, not farmers — tokens and coins typically are sold to a wide audience rather than to persons who are likely to use them on the network.”


Study: Charts change hearts and minds better than words do

Through survey experiments, Nyhan and Reifler arrived at a surprising answer: charts. “We find that providing participants with graphical information significantly decreases false and unsupported factual beliefs.” Crucially, they show that data presented in graphs and illustrations does a better job of fighting misperceptions than the same information presented in text form.

Curated Insights 2018.06.17

What helps or hurts investment returns? Here’s a ranking

An unexpected challenge in performing this exercise is a tendency for some elements to offset others. For example, changes in profits could be offset by widening or contracting price-earnings ratios; sentiment might offset valuation; returns tend to vary inversely with risk. Why does this matter? Because in the real world, one hand giveth while the other taketh away. This concept of cancellation matters a great deal to total portfolio returns.

The overall cost of a portfolio, compounded over 20 or 30 years, can add up to (or subtract) a substantial amount of the returns. One Vanguard Group study noted that a 110 basis-point expense ratio can cost as much as 25 percent of total returns after 30 years. That does not take into consideration other costs such as trading expenses, capital-gains taxes or account location (i.e., using qualified or tax-deferred accounts). The rise of indexing during the past decade is a tacit acknowledgment that on average, cost matters more than stock-picking prowess.

Those people born in 1948 not only managed to have their peak earning and investing years (35-65) coincide with multiple bull markets and interest rates dropping from more than 15 percent to less than 1 percent. They also lucked into a market that tripled in the decade before retirement.

Behavior and discipline > Humility and learning > Longevity and starting early > Valuation and year of birth > Asset allocation > Costs and expenses > Security selection


The forging of a skeptic

I think another thing people have gotten confused about is the sustainable competitive advantage and the moat. Durable competitive advantage and moats are not the same thing as brands. People sometimes use these terms interchangeably. I have also seen people ascribe competitive advantages to brands that don’t have them. For example, retailers — retailers have brands. We all know what Macy’s is, but retailing is fundamentally a bad business.

In essence, the merits of a brand are not the brand itself; they are the qualities of the product that create the consumer loyalty. What attracted him, ultimately, to Coca-Cola is that Coca-Cola’s formula make you more, not less, thirsty, and supposedly has been tested to prove that it doesn’t wear out the palate, no matter how much is consumed. This implies infinite sales potential. The cute commercials and cheery red logo create an association in people’s minds with those qualities. They aren’t what makes it Coca-Cola.

While there are moats that include brands, a brand is not a moat. The moat is whatever qualities are innate to the business that make it difficult to compete with

Worried about big tech? Chinese giants make America’s look tame

They have both funded ventures that offer online education, make electric cars and rent out bicycles. For the giants, such initiatives represent new opportunities for people to use their digital wallets — Ant Financial’s Alipay and Tencent’s WeChat Pay — and new ways to collect data on consumer behavior. Analysts at Sanford C. Bernstein counted 247 investment deals by Tencent in recent years and 156 by Alibaba, though given the pace of the companies’ deal-making, they said their database was “likely to be perennially incomplete.”

In a report this week, Morgan Stanley predicted that by 2027, the total market in China in which Alibaba could be making money will be worth $19 trillion — more than Amazon’s potential market worldwide.

‘As long as they’re unfriendly, it’s a sign they have confidence’

Keyence keeps up compound sales growth of 14 per cent a year (1986-2016) even with sales in the billions of dollars. It takes seemingly simple products such as barcode readers and sells them for five times the cost of manufacture.

Keyence’s first secret is its production outsourcing. It buys raw materials in bulk and sends them to component suppliers; it collects the components and sends them to assemblers and performs the final inspection of goods itself.

The second secret is what Keyence really sells: not a product, but a way to make a factory more efficient. Graeme McDonald, machinery analyst at Citigroup in Tokyo, says the group’s sales engineers “can often provide an idea of how to improve your manufacturing set-up literally on the site with an idea of the payback time and return on investment”. It offers quick victories — such as a sensor to replace manual inspection, for example — not risky projects. “The products they sell are not capital expenditure, they’re cost to the factory manager,” says Mr Noguchi. If the manager can save a $40,000 salary with a $20,000 gadget, they will sign off quickly, without worrying how much Keyence earns.

The products are high quality, if not necessarily unique. Keyence has a modest research budget and less than a tenth of the US patents held by rival automation companies such as Fanuc.

Fanuc in trouble? Talk to the (robot) hand

Fair enough, it’s a tough world for all iPhone dependents. Here’s a wrinkle in the bear-case thesis, though: Overseas shipments of robots and Robodrills from Yokohama, while down elsewhere, are up sharply to Asia. The volume of robots shipped by the port – mostly Fanuc’s – remains close to its highest in decades, at about 5,000 units in April. The company’s backlog of orders is near to its highest in more than two years, according to Bernstein analysts.

How e-commerce with drone delivery is taking flight in China

It is still waiting to earn back its investment in drone-delivery infrastructure, although it says that making a delivery by drone costs a fifth of the price than by man-and-van, once the driver’s labour is taken into account. Liu Qiangdong, JD’s chief executive, says drone delivery will cut costs by 70% once it is scaled up across the country. Villagers tend to buy washing powder, accessories for their phones, maternity goods and fresh food. The firm has made 20,000 such deliveries to date.

JD may have added drones to daily Chinese village life, but whether they will make financial sense for the company over time remains to be seen. Current models of drone are pricey, although JD says the cost will gradually come down as it scales up the network and builds more drones (it plans to sell those it makes to other firms, as well as use them for its operations). The government approves of its operations in rural areas, and is planning to build a new train station in Suqian next to JD’s drone base. If JD can use drone delivery to cut its costs and attract rural shoppers, that will help the firm compete with its arch-rival in e-commerce, Alibaba, which has not, as yet, seen the value of drone delivery. JD hopes that will prove to be a mistake.


Internet lending is booming in China

The balance of online consumer loans in China has grown about fivefold between 2015 and 2017, reaching 350 billion yuan ($54.6 billion), according to Chinese research company Analysys. According to a survey conducted by research specialist Analysys in December 2017, people between the ages of 24 and 35 accounted for more than 70% of consumer borrowers in China.

Chinese consumers, especially people born in 1980 and later, are less squeamish than their older peers about buying on credit. But the total balance of consumer loans in China is still about 60% lower than that in the U.S. and is expected to continue growing. Analysys estimates that the balance of internet loans in China will more than double to 720 billion yuan in 2019, compared with 350 billion yuan in 2017. That flow of credit will likely give a lift to the Chinese consumer market.

The scooter economy

The mistake in Kalanick’s thinking is two-fold: First, up-and-until the point that self-driving cars are widely available — that is, not simply invented, but built-and-deployed at scale — Uber’s drivers are its biggest competitive advantage. Kalanick’s public statements on the matter hardly evinced understanding on this point. Second, bringing self-driving cars to market would entail huge amounts of capital investment. For one, this means it would be unlikely that Google, a company that rushes to reassure investors when it loses tens of basis points in margin, would do so by itself, and for another, whatever companies did make such an investment would be highly incentivized to maximize utilization of said investment as soon as possible. That means plugging into the dominant transportation-as-a-service network, which means partnering with Uber.

My contention is that Uber would have been best-served concentrating all of its resources on its driver-centric model, even as it built relationships with everyone in the self-driving space, positioning itself to be the best route to customers for whoever wins the self-driving technology battle.

Why you should read those boring 10-K filings

The vast majority of the text changes are concentrated in the Management Discussion and Analysis (MD&A) of the 10-K. These disclosures also tend to be more negative than positive, perhaps because the reports are typically drafted by lawyers who tilt toward disclosing negative trends more than positive ones. When the authors applied natural language text processing to evaluate the changes, they found that 86 percent reflected negative sentiment shifts and only 14 percent positive shifts. Furthermore, the text differences contain useful information for predicting future earnings: Changes in the 10-K written text today predict earnings surprises in the future.

Given this negative bias to the textual changes and their ability to predict future earnings, the study shows that companies with 10-K text modifications experience noticeably lower future stock returns than other firms. For example, the authors construct a portfolio that goes long on companies with no material textual changes and shorts firms that contain such changes. That portfolio earns an abnormal positive return of up to 7 percent per year above the market.

Curated Insights 2018.05.27

Borrow…If you dare

Your problem is the margin. With $10,000 to start, if you borrowed millions, you would lose all of your equity. In fact, having a leverage ratio more than 4:1 ($30,000 borrowed) would have wiped you out in most years. It’s not a matter of if, but a matter of when.

As soon as he said it, I knew he was right. I had forgotten one of the simplest ideas in finance: the path matters. The problem is that while we know that you will get an a high return by the end of the year, if you hit a bad patch of too many negative return days in a row (which is normal), the leverage will wipe you out completely. In other words, the journey is more important than the destination.

The point of all of this is that even when we know the future with certainty, borrowing money isn’t a surefire solution to win big. Given we will never know the future with any degree of certainty, leverage is one of the most dangerous things you can do as a retail investor, so I do not recommend it. If Warren Buffett only levered 1.6:1 on average throughout his career, and he is arguably the greatest investor of all time, what chance do you stand of using leverage properly?

Your investment journey will effect you far more than your investment destination. Just because you know the market should get 7% on average each year doesn’t mean you won’t live through sharp declines and decades of no real returns. These kinds of events are rare, but they happen and they can affect how you perceive markets.

The Bill Gates Line

This is ultimately the most important distinction between platforms and aggregators: platforms are powerful because they facilitate a relationship between 3rd-party suppliers and end users; aggregators, on the other hand, intermediate and control it.

Of course that is the bigger problem: I noted above that Google’s library of ratings and reviews has grown substantially over the past few years; users generating content is the ultimate low-cost supplier, and losing that supply to Google is arguably a bigger problem for Yelp than whatever advertising revenue it can wring out from people that would click through on a hypothetical Google Answer Box that used 3rd-party sources. And, it should be noted, that Yelp’s entire business is user-generated reviews: they and similar vertical sites are likely to do a far better job of generating, organizing, and curating such data.

Presuming that the answer is the image on the right — driving users to Yelp is both better for the bottom line and better for content generation, which mostly happens on the desktop — and it becomes clear that Yelp’s biggest problem is that the more useful Google is — even if it only ever uses Yelp’s data! — the less viable Yelp’s business becomes. This is exactly what you would expect in an aggregator-dominated value chain: aggregators completely disintermediate suppliers and reduce them to commodities.


If we end up sitting around in self-driving cars watching ads, Google is going to make billions

New research from UBS predicts that US autonomous-vehicle revenue will reach $2.3 trillion by 2030—and 70% of the estimated is expected to come from selling experiences to the former drivers. The biggest opportunity—$1.2 trillion—will be in robo-taxi services, moving people and things around in autonomous vehicles.

The second-biggest opportunity, or $472 billion, will be in in-car monetization: selling ads or services against the time spent in the car not driving. Not surprisingly, UBS thinks Waymo—or more broadly, Google’s parent company Alphabet—will be the dominant player in this category, perhaps capturing 60% of the revenue. UBS thinks Waymo’s combined opportunities in services and software make Waymo worth $75 billion today, or roughly 11% of Alphabet’s current valuation.


Netflix misunderstandings, pt. 1: Netflix’s content budget is bigger than it seems

While it might seem pedantic to criticize statements such as “Netflix will spend between $7 billion and $8 billion on content in 2018,” the distinction is critical. To point, Netflix’s 2018 spend is likely to be closer to $12B. Not only is this nearly 50% more than publicized, it means that Netflix will spend more on non-sports content than any of its traditional TV peers (e.g. Disney, Time Warner, NBCUniversal) – even when their many individual networks are consolidated on a corporate basis. What’s more, the disconnect between Netflix’s cash spend on content and amortization expense has grown substantially over time. In 2012, this ratio was 1.1x (cash spend 10% higher than amortization). In both 2016 and 2017, it was 44%. As a result of this growth, the impact of conflating or confusing the two has also grown.

Netflix’s content costs are high in part because it now buys out all the rights (e.g. home video, syndication, EST) for its Originals on a global basis, while traditional networks (e.g. FX or ABC) will typically buy only select content rights and on a single market basis. Furthermore, buying out all rights means that the talent involved in a hit series (e.g. cast, writers, producers) don’t have access to any of the economic upside from participating in a hit series. As such, Netflix must also pay extra (and upfront) to compensate the talent responsible for their Originals for this lost income opportunity (albeit on a risk-adjusted basis). As a result, Netflix’s costs for a given volume of original content is substantially higher than that of linear and/or domestic networks with the same output. That said, this same dynamic means that while most of its traditional networks hedge their content investments, Netflix quadruples down.

Netflix’s critics and competitors typically focus on the fact that, while profitable on an accounting basis, Netflix keeps spending more cash than it generates from operating its business. The company burned $2B in cash in 2017 (up from $1.7B a year earlier), and expects that figure to grow to $3–4B in 2018. What’s more, Netflix CEO Reed Hastings has promised that negative free cash flow will continue for “many years” and the company continues to accumulate debt (raising annual interest expenses) and content liabilities (increasing the amount it’ll need to pay suppliers over time). However, this cash loss only exists because Netflix is funding next year’s content against this year’s revenue. Netflix could have chosen to stabilize its 2018 content offering at 2017 levels (i.e. not ramp up spending), and its actual cash spent would have been just $6.2B (roughly equivalent to its content amortization) – a “savings” on the books of $2.7B. And had the company done this, it would would have generated $700MM in cash, not lost $2B.

Making sense of mortgages: The problem, and the opportunity

The single most important chart for any portfolio manager or investor – The power of diversification (low correlation)

Of course, the picture represents ideal conditions. There is some bad news with this free lunch. It is hard to find. You will not find many low correlated asset classes and those return to risk values can be volatile. The incremental improvement is strong with the first few diversifiers but there are diminishing returns after that initial boost.

In a practical sense, the first asset class you add to an equity portfolio will be bonds. It has been the great diversify for the last decade or two, but once you get beyond bonds and commodities, the ability to find those low correlation assets becomes much harder. This is the true value of alternative strategies

What does this chart mean in reverse? If there is an increase in correlation across asset classes, the return to risk will fall even if the return to risk of any given strategy stays constant. This is will be the incredible shrinking free lunch and is why it is so important to find strategies or investments that have stable correlation relative to traditional asset classes.

Return is critical but hard to forecast. Volatility is important and leads to downside risks. Unfortunately, many forget the power of covariance and its impact on diversification, yet this is component to portfolio construction that can have a strong impact.

Next climate challenge: A/C demand expected to triple

The amount of energy needed for cooling will triple, reaching a level equal to China’s total power demand, the new report finds. As the world warms in response to human-caused climate change, the need for air conditioning will become more acute, particularly in the Middle East and South Asia. IEA estimates that left unchecked, air conditioning will account for 18 percent of the total worldwide increase in CO2 emissions by 2050. And rising demand for cooling is “already putting enormous strain on electricity systems in many countries,” IEA said.

Curated Insights 2018.05.13

Who’s winning the self-driving car race?

Only Waymo has tested Level 4 vehicles on passengers who aren’t its employees—and those people volunteered to be test subjects. No one has yet demonstrated at Level 5, where the car is so independent that there’s no steering wheel. The victors will also need to pioneer businesses around the technology. Delivery and taxi services capable of generating huge profits is the end game for all.

Goldman Sachs Group Inc. predicts that robo-taxis will help the ride-hailing and -sharing business grow from $5 billion in revenue today to $285 billion by 2030. There are grand hopes for this business. Without drivers, operating margins could be in the 20 percent range, more than twice what carmakers generate right now. If that kind of growth and profit come to pass—very big ifs—it would be almost three times what GM makes in a year. And that doesn’t begin to count the money to be made in delivery.

Waymo had three collisions over more than 350,000 miles, while GM had 22 over 132,000 miles.

After Waymo, a handful of major players have demonstrated similar driving capabilities. It’s hard to say anyone has an edge. One advantage for GM: There’s a factory north of Detroit that can crank out self-driving Bolts. That will help GM get manufacturing right and lower costs without relying on partners. Right now, an autonomous version of the car costs around $200,000 to build, compared to a sticker price of $35,000 for an electric Bolt for human drivers.

Musk wants to use cameras and develop image-recognition capabilities so cars can read signs and truly see the road ahead. He has said Tesla is taking the more difficult path, but if he can come up with a better system, he will have mastered true autonomy without the bulky and expensive hardware that sits on top of rival self-driving cars. “They’re going to have a whole bunch of expensive equipment, most of which makes the car expensive, ugly and unnecessary,” Musk told analysts in February. “And I think they will find themselves at a competitive disadvantage.”

China’s got Jack Ma’s finance giant in its crosshairs

The rules will force Ant and some of its peers that straddle at least two financial industries to obtain licenses from China’s central bank and meet minimum capital requirements for the first time, according to people familiar with the matter, who asked not to be identified discussing private information. The companies’ ownership structures and inter-group transactions will also be restricted, the people said, adding that the rules need approval from China’s State Council and are subject to change.


Starbucks: A big deal should mean a sharper focus

The deal appeared positive because it ”accelerates the reach of Starbucks’ channel development segment globally by providing Starbucks with a strong distribution partner; and enables Starbucks to step up shareholder returns.

CEO Kevin Johnson said as much on the conference call. “We’ve been very focused on streamlining the company in a way that allows us to put our focus and energy behind the highest priority value creation drivers for the company,” he said. “And certainly, our retail business in the U.S. and China are the two big growth engines.”


Tinder: ‘Innovation’ can help it fight off Facebook

“In digital, and especially on mobile, there is always one brand that defines each core use case,” Ross wrote. “In dating, it is Tinder, whose user base and subscription base continue to explode globally. We don’t see that changing, even with scaled competition from Facebook.”

Tinder’s brand, scale and “freemium” model—with free basic access and the opportunity to pay up—should continue to make it appealing to users (particularly younger ones) even as new competitors emerge, according to Ross. “There is no real reason for singles not to still use the platform,” he wrote.

“The hard paywall brands tend to be those that are for the more serious online dater,” Ross noted, including older users and those seeking comparatively long-term relationships. “This is not only where Facebook has said it will focus, but also where it can best leverage its data and recommendation capabilities.”


Why A.I. and cryptocurrency are making one type of computer chip scarce

Crypto miners bought three million G.P.U. boards — flat panels that can be added to personal and other computers — worth $776 million last year, said Jon Peddie, a researcher who has tracked sales of the chips for decades. That may not sound like a lot in an overall market worth more than $15 billion, but the combination of A.I. builders and crypto miners — not to mention gamers — has squeezed the G.P.U. supply. Things have gotten so tight that resellers for Nvidia, the Silicon Valley chip maker that produces 70 percent of the G.P.U. boards, often restrict how many a company can buy each day.


PayPal: How it can fight back against Amazon Pay

“Given its two-sided network of 218 million consumers in the PayPal digital wallet and 19 million merchants for whom PayPal provides online & mobile merchant acquiring services, plus Xoom and Braintree, PayPal benefits from one of the most extensive payments ecosystems globally. Within this ecosystem, PayPal offers the best mobile wallet with an 89% conversion ratio from shopping cart to payment, creating strong consumer and merchant lock-in.”

It has other ways to provide incentives. “PayPal enjoys strategic alliances with Visa, Mastercard, Google, Facebook, Apple, Alibaba, Baidu, and a number of financial institutions, including Bank of America and HSBC, allowing it access to a vast customer base and potential consumer incentive plans,” they wrote, noting an HSBC offer to pay customers $25 if they link their cards to PayPal.

Etsy CEO: ‘Signs of progress’ in boosting repeat business

Etsy isn’t trying to become a place people shop every day, but it does want people to shop there more often. (The company cites figures saying 60% of customers buy just once a year.) It said both new and repeat buyers were up 20% year-over-year in Q1, which Silverman called “early signs of progress.”

Management wants to increase the “lifetime value” of a shopper by creating a cycle in which the company pays an acceptable rate for a new user, converts them to a buyer and then a repeat buyer, and then translates the money that buyer provides into more efficient marketing that acquires more new customers.

As Warren Buffett’s empire expands, many jobs disappear

Despite Buffett’s folksy image, Berkshire has thrived for years by keeping things lean and buying companies that—in his own words—are run by “cost-conscious and efficient managers.” The result? Buffett hasn’t shut down many operations during his five decades atop the firm. But more than two dozen of his companies employ fewer people today than they used to.

Berkshire often doesn’t note in the data when one of its businesses buys another, which can make it seem like there’s hiring when the conglomerate is just absorbing people. The company also doesn’t always make clear when units are combined or spun out of others.

The formula behind San Francisco’s startup success

Losing money is not a bug. It’s a feature. Not making money can be the ultimate competitive advantage, if you can afford it, as it prevents others from entering the space or catching up as your startup gobbles up greater and greater market share. Then, when rivals are out of the picture, it’s possible to raise prices and start focusing on operating in the black.

You might wonder why it’s so much better to lose money provided by Sequoia Capital than, say, a lower-profile but still wealthy investor. We could speculate that the following factors are at play: a firm’s reputation for selecting winning startups, a willingness of later investors to follow these VCs at higher valuations and these firms’ skill in shepherding portfolio companies through rapid growth cycles to an eventual exit.

Cheap innovations are often better than magical ones

Much of what we call “artificial intelligence”, say the authors, is best understood as a dirt-cheap prediction. Sufficiently accurate predictions allow radically different business models.

If a supermarket becomes good enough at predicting what I want to buy — perhaps conspiring with my fridge — then it can start shipping things to me without my asking, taking the bet that I will be pleased to see most of them when they arrive.

Another example is the airport lounge, a place designed to help busy people deal with the fact that in an uncertain world it is sensible to set off early for the airport. Route-planners, flight-trackers and other cheap prediction algorithms may allow many more people to trim their margin for error, arriving at the last moment and skipping the lounge.

Then there is health insurance; if a computer becomes able to predict with high accuracy whether you will or will not get cancer, then it is not clear that there is enough uncertainty left to insure.


The future of digital payments? Computational contracts, says Wolfram

Wolfram anticipates at least three levels of computational contracts, from minor transactions (less than $50) to mid-level (thousands of dollars) and high-end (in the millions).

“The lowest level–typically involving small amounts of money–one will be happy to execute just using someone’s cloud infrastructure (compare Uber, AirBnB, etc.),” he writes in his blog post. “There’s then a level at which one wants some degree of distributed scrutiny, and one expects a certain amount of predictability and reliability. This is potentially where blockchain (either public or private) comes in.

“But at the highest level–say transactions involving millions of dollars–nobody is going to realistically want to completely trust them to an automated system (think: DAO, etc.). And instead one’s going to want the backing of insurance, the legal system, governments, etc.: in other words one’s going to want to anchor things not just in something like a blockchain, but in the ‘weightiest’ systems our current society has to offer.”

A hedge-fund fee plan that only charges for alpha

Consider a hypothetical traditional hedge firm that has $1 billion of assets under management and another that charges a fulcrum fee of 0.75 percent, plus a quarter of the profits. If the markets rise 10 percent and the fund outperforms by 200 basis points, or 2 percent, a traditional hedge fund would charge $20 million (2 percent of $1 billion), plus a performance fee of $24 million (20 percent of the $120 million in gains) for a total of $44 million. Our hypothetical fulcrum fund would charge $12.5 million — a management fee of $7.5 million (0.75 percent of $1 billion), and a performance fee of $5 million (25 percent of the 2 percent above-market gain). The breakdown of the $24 million performance fee portion of the traditional hedge fund works out to $20 million for plain old beta and $4 million for alpha. That total is five times more than what the fulcrum shop charges for investment gains.

Now imagine a scenario where the market is up by 10 percent and a fund is up only 8 percent, or has 2 percent underperformance. The traditional hedge fund would have charged $20 million (2 percent of the $1 billion in assets under management) plus a performance fee of $16 million (20 percent of the $80 million in gains) for a total of $36 million dollars. Meanwhile, the fulcrum fund would charge $7.5 million (the 0.75 percent management fee), but it also would give a refund of $5 million (25 percent of the 2 percent, or $20 million, in underperformance). The net charge to clients would be $2.5 million. This is a small fraction of the amount charged by a standard hedged fund.

Why winners keep winning

With that 20% initial advantage, the final market share increases significantly. What is even more amazing is that this advantage was only given in the first round and everything after that was left to chance. If we were to keep increasing the size of the starting advantage, the distribution of final market shares would continue to increase as well.

The purpose of this simulation is to demonstrate how important starting conditions are when determining long term outcomes. Instead of marbles though it could be wealth, or popularity, or book sales. And most of these outcomes are greatly influenced by chance events. We like to think in America that most things come down to hard work, but a few lucky (or unlucky) breaks early on can have lasting effects over decades. If we look at luck in this way, it can change the way you view your life…

I ask you this question because accepting luck as a primary determinant in your life is one of the most freeing ways to view the world. Why? Because when you realize the magnitude of happenstance and serendipity in your life, you can stop judging yourself on your outcomes and start focusing on your efforts. It’s the only thing you can control.

Curated Insights 2018.03.25

What’s next for humanity: Automation, new morality and a ‘global useless class’

“Time is accelerating,” Mr. Harari said. The long term may no longer be defined in centuries or millenniums — but in terms of 20 years. “It’s the first time in history when we’ll have no idea how human society will be like in a couple of decades,” he said.

“We’re in an unprecedented situation in history in the sense that nobody knows what the basics about how the world will look like in 20 or 30 years. Not just the basics of geopolitics but what the job market would look like, what kind of skills people will need, what family structures will look like, what gender relations will look like. This means that for the first time in history we have no idea what to teach in schools.”

Leaders and political parties are still stuck in the 20th century, in the ideological battles pitting the right against the left, capitalism versus socialism. They don’t even have realistic ideas of what the job market looks like in a mere two decades, Mr. Harari said, “because they can’t see.” “Instead of formulating meaningful visions for where humankind will be in 2050, they repackage nostalgic fantasies about the past,” he said.

Investing is hard

On April 1st 1976, Steve Jobs, Steve Wozniak, and Ronald Wayne founded Apple. Wayne drew the first Apple logo, wrote the three men’s original partnership agreement, and wrote the Apple 1 manual. Jobs and Wozniak each owned 45% and Wayne 10%. Two weeks later, he sold his 10% interest for $800. This 10% interest would be worth $90 billion today. He was closer than anyone to the visionaries of Apple, and he still sold.

The Cambridge Analytica scandal, in 3 paragraphs

In June 2014, a researcher named Aleksandr Kogan developed a personality-quiz app for Facebook. It was heavily influenced by a similar personality-quiz app made by the Psychometrics Centre, a Cambridge University laboratory where Kogan worked. About 270,000 people installed Kogan’s app on their Facebook account. But as with any Facebook developer at the time, Kogan could access data about those users or their friends. And when Kogan’s app asked for that data, it saved that information into a private database instead of immediately deleting it. Kogan provided that private database, containing information about 50 million Facebook users, to the voter-profiling company Cambridge Analytica. Cambridge Analytica used it to make 30 million “psychographic” profiles about voters.

Cambridge Analytica has significant ties to some of President Trump’s most prominent supporters and advisers. Rebekah Mercer, a Republican donor and a co-owner of Breitbart News, sits on the board of Cambridge Analytica. Her father, Robert Mercer, invested $15 million in Cambridge Analytica on the recommendation of his political adviser, Steve Bannon, according to the Times. On Monday, hidden-camera footage appeared to show Alexander Nix, Cambridge Analytica’s CEO, offering to bribe and blackmail public officials around the world. If Nix did so, it would violate U.K. law. Cambridge Analytica suspended Nix on Tuesday.

Cambridge Analytica also used its “psychographic” tools to make targeted online ad buys for the Brexit “Leave” campaign, the 2016 presidential campaign of Ted Cruz, and the 2016 Trump campaign. If any British Cambridge Analytica employees without a green card worked on those two U.S. campaigns, they did so in violation of federal law.


Facebook and the endless string of worst-case scenarios

“I have more fear in my life that we aren’t going to maximize the opportunity that we have than that we mess something up” Zuckerberg said at a Facebook’s Social Good Forum event in November. Perhaps it’s time for that fear to shift more towards ‘what could go wrong’, not just for Zuck, but the leaders of all of today’s tech titans.

Most recently, Facebook has found its trust in app developers misplaced. For years it offered an API that allowed app makers to pull robust profile data on their users and somewhat limited info about their friends to make personalized products. But Facebook lacked strong enforcement mechanisms for its policy that prevented developers from sharing or selling that data to others. It’s quite likely that other developers have violated Facebook’s flimsy policies against storing, selling, or sharing user data they’ve collected, and more reports of misuse will emerge.


The Facebook brand

This episode is a perfect example: an unintended casualty of this weekend’s firestorm is the idea of data portability: I have argued that social networks like Facebook should make it trivial to export your network; it seems far more likely that most social networks will respond to this Cambridge Analytica scandal by locking down data even further. That may be good for privacy, but it’s not so good for competition. Everything is a trade-off.


Inside Apple’s secret plan to develop and build its own screens

Controlling MicroLED technology would help Apple stand out in a maturing smartphone market and outgun rivals like Samsung that have been able to tout superior screens. Ray Soneira, who runs screen tester DisplayMate Technologies, says bringing the design in-house is a “golden opportunity” for Apple. “Everyone can buy an OLED or LCD screen,” he says. “But Apple could own MicroLED.”

Creating MicroLED screens is extraordinarily complex. Depending on screen size, they can contain millions of individual pixels. Each has three sub-pixels: red, green and blue LEDs. Each of these tiny LEDs must be individually created and calibrated. Each piece comes from what is known as a “donor wafer” and then are mass-transferred to the MicroLED screen. Early in the process, Apple bought these wafers from third-party manufacturers like Epistar Corp. and Osram Licht AG but has since begun “growing” its own LEDs to make in-house donor wafers. The growing process is done inside a clean room at the Santa Clara facility.

The secretive company that pours America’s coffee

Keurig is offering distribution services to an increasingly broad network of outside brands through its Dr Pepper Snapple deal. It will also be able to sell its coffee, part of an armada of 125 beverage brands, to new customers. Peet’s distribution system is a regional one that doesn’t cover certain retailers such as convenience stores, popular stops for consumers who don’t want to wait in line at larger stores. Dr Pepper’s larger fleet will enable Peet’s ready-to-drink beverages to get into more stores.

Drake and Fortnite create a “crossing the chasm” moment for gaming

While the gaming market is large, generating $100 billion in revenue globally, it reaches relatively few people compared to the music market. Interestingly, music touches almost everyone on earth but generates only $16 billion in revenue per year.

Twitch is the other beneficiary, of course. Twitch is cementing its position as a modern-day ESPN with 15 million daily viewers who spend on average almost two hours per day on the platform.


Oasis hedge fund boss bets on Japan’s professional gaming scene

Strict anti-gambling laws had prevented paid competitions for years, but the industry’s move this month to issue professional gamer licenses is allowing them to sidestep the regulations. Fischer says that lays the groundwork for publishers to grow audiences, sell more games and begin generating new revenue from broadcasting rights and advertising.

Worldwide esports revenue, including media rights, advertising, ticket sales and merchandising, will reach about $5 billion annually by 2020, almost as much as the world’s biggest soccer league today, according to market researcher Activate. The total audience for competitive gaming will grow to 557 million people by 2021 from 380 million this year, according to researcher Newzoo.


Why watch other people play video games? What you need to know about esports

Competitive video game playing, more commonly known as esports, drew 258 million unique viewers globally last year, according to research firm SuperData. For perspective, the National Football League said 204 million unique viewers tuned into the 2016 NFL regular season in the U.S., based on Nielsen data. Just like “real” sports, esports makes money off of investments, branding, advertising and media deals, raking in $1.5 billion in revenue last year, said SuperData. The firm expects the esports industry to hit 299 million viewers this year and top $2 billion in revenue by 2021.

The two things we look for in a management team

As the slide mentions, Verisk decides on buybacks or M&A depending on the available opportunities. Even if they don’t always make the correct assessment in hindsight, we like that there’s a process in place. We were further impressed that Verisk followed the above slide with IRR results from their capital allocation decisions. Again, this level of transparency is rare, but we welcome it and would like more companies to follow suit.

Samsonite wants to spend up on handbags

Parker said Samsonite isn’t actively approaching potential buyers, and the company will likely spend the next year or two consolidating after its $1.8 billion acquisition of luxury bag maker Tumi Holdings Inc. in 2016 and the $105 million purchase of online retailer eBags Inc. last year. The non-travel products market could be a potential space for deals in the future, he said in a separate interview with Bloomberg TV on Thursday.


How one investor turned a bet on the Swiss Central Bank into millions

Still, the root of the gains for Mr. Siegert and the SNB’s other 2,191 private investors is a bit of a mystery. The SNB isn’t like other stocks and pays a tiny dividend. It is governed under laws for both public and private institutions, and owned primarily by individual Swiss states, known as cantons, and cantonal banks. Public-sector bodies own almost 80% of voting shares.

Shareholders have no say in the SNB’s monetary policy or how it manages its massive 790 billion franc war chest of foreign-currency stocks and bonds, built up through years of interventions to weaken the franc.

On the plus side, the SNB is ultrasafe. It prints its own currency—and the franc is among the world’s strongest—which it uses to buy assets. When the SNB loses money, it can always print more. Recently, its profit has been on a tear, aided by rising global stock markets, low bond yields and a weaker franc. The SNB earned a record 54 billion francs in profit last year.


Tencent’s 60,000% runup leads to one of the biggest VC payoffs ever

The stake Naspers bought for just $32 million in 2001 — when Tencent was an obscure Web firm in a nation where few people used the Internet — is now worth $175 billion.

The sale of 190 million shares, worth $10.6 billion based on Tencent’s closing price in Hong Kong on Thursday, will cut the stake held by Naspers to 31.2 percent from 33.2 percent. It’s the first time Naspers has reduced its holdings in Tencent since investing in the company. Naspers won’t sell more shares in the company for at least three years, it said.

Has China overtaken the U.S. in terms of innovation?

In 1996, China invested 0.56 percent of its GDP in R&D, while the U.S. invested 2.44 percent of its GDP. In 2015, China invested 2.06 percent of its GDP, whereas the U.S. invested 2.79 percent. That is, the R&D intensity in China increased by 1.5 percentage points and in the U.S. by only 0.3 percentage points.


Harvard’s nutty idea: Cracking into the almond market

Around 80% of the world’s almonds are currently produced in California, whose almond plantations in its Central Valley have generated strong returns for investors for many years. Volatile weather in recent months, including frost and storms, have hurt estimates for the state’s almond harvest this summer, helping to push wholesale export prices for U.S. almonds to near a two-year high of $6,807 a metric ton.

Consumption of almonds grew 15% from 2012 to 2017, according to estimates from Euromonitor International, which forecasts 4% annual growth through 2021.

In Australia, nuts generate gross revenue of 8,097 to 12,146 Australian dollars (US$6,314 to US$9,471) per acre, roughly 40 times that of grains for the same area, according to the Australian Nut Industry Council. At current wholesale prices of about US$7 per kilogram in Australia, almonds offer a gross margin of around 45% before overhead costs and other expenses, according to Tim McGavin, chief executive of Laguna Bay Pastoral Co., an agricultural asset manager in Brisbane.


Elderly in U.S. are projected to outnumber children for first time

The Census Bureau projects the country would grow to 355 million by 2030, five million fewer than it had estimated three years ago. That is an annual average growth rate of just 0.7%, in line with recent rates but well below historical levels.

Lower population growth could drag on economic growth. This year’s prime-age workforce—ages 25 to 54—is about 630,000 smaller than the Census Bureau projected it would be just three years ago. The bureau projects the prime-age workforce will grow 0.5% a year through 2030, down from a 2014 projected annual rate of 0.58% for the same period.

The share of Americans who are foreign-born, now about 13%, is expected to reach a record 14.9% by 2028, topping a mark set in 1890. That share would rise to 17.2% by 2060.

Does indexing threaten the market?

But from the above results and others, it does not appear that the current level of indexing is a significant problem. This assumes the 24.9% figure for index equity mutual funds and indexed ETFs as a fraction of all U.S. equity mutual funds. As mentioned above, there are no firm figures for institutional indexing or international markets, but it seems unlikely that overall indexed investments exceed the level of roughly 25%.

Along this line, we remain concerned about the fact that many new index ETFs might not be truly independent of the creation of the index, as mentioned above. Even more importantly, given that many of these ETFs and indices are designed via a process of computer exploration of many different component weightings, these ETFs are highly vulnerable to backtest overfitting. As mentioned above, a 2012 Vanguard report found that while 87% of newly published indexes outperformed the broad U.S. stock market over the time period used for the backtest, only 51% outperformed the broad market after inception of the ETF tied to the index.


“I hope for Goldman Sachs’ bankruptcy”: Nassim Nicholas Taleb on Skin in the Game

Our conversation concludes on an optimistic note: “We’ve survived 200,000 years as humans,” says Taleb. “Don’t you think there’s a reason why we survived? We’re good at risk management. And what’s our risk management? Paranoia. Optimism is not a good thing.” Is the paradox, I ask, that human pessimism offers grounds for optimism? “Exactly,” Taleb replies. “Provided psychologists don’t fuck with it.”


What your fund management job will look like in a decade

Asset managers are being squeezed as increased regulation drives up costs and investors shift more money into lower-cost investment products. The solution? The greater use of technology and data-mining to defend margins, reduce expenses and win more client business.

While alternatives still only account for about a tenth of assets, they contribute about 30 percent of revenue, and Oliver Wyman sees that growing to about 40 percent by 2025. That trend will continue to benefit the bigger players able to offer a wider range of investment strategies.

Asset managers that analyze their customer relationship information in conjunction with the asset allocation preferences of both existing and potential customers will gain an advantage. The bigger the firm, the more data it will have available and the more resources it can throw at improving its analytic capabilities.


NASA study: Astronaut’s DNA no longer identical to his identical twin’s after year in space

Though most of Kelly’s biological changes returned to baseline levels after returning to Earth, seven percent of his genes point to possible long-term changes, according to the study. NASA’s preliminary findings were validated this week, according to Space.com. “The Twins Study has benefited NASA by providing the first application of genomics to evaluate potential risks to the human body in space,” according to a release from the agency.

Curated Insights 2017.10.29

How Intuitive Surgical turned medical sci-fi into reality

Intuitive’s devices are now used at all of the top-ranked U.S. hospitals for cancer, urology, gynecology, or gastroenterology—including venerable institutions like New York’s Memorial Sloan Kettering Cancer Center, the Mayo Clinic, Johns Hopkins, and the Cleveland Clinic. More than 4,100 da Vinci base units have been installed worldwide as of June 30, including 2,703 in the U.S., 698 in Europe, 538 in Asia, and 210 in the rest of the world.

The systems aren’t cheap: The list price for the fourth-generation da Vinci Xi is $1.9 million, and that doesn’t include the cost of various surgical appendages, which can add tens of thousands of dollars more to the price tag. Still, the robots keep selling—and surgeons are increasingly adopting them in their practices.

The company says that more than 4 million minimally invasive surgeries have been performed with da Vinci systems since 2000—a new one begins every 42 seconds somewhere around the globe, Intuitive CEO Gary Guthart tells Fortune. The number of those procedures done worldwide spiked 15% in 2016 compared with the previous year, and Intuitive pro­jects an additional 14% to 15% rise in the number by the end of 2017. Indeed, for certain more complicated procedures, such as radical prostate removal, robotic-assisted surgeries now account for nearly 90% of operations.

The boom has driven Intuitive to $2.7 billion in 2016 global revenue, with more than 70% of sales being recurring in nature—a fact that underscores the advantage that comes from being the first major player in a rapidly growing market.

It isn’t clear whether robotic surgery uniformly leads to better outcomes. (Don’t look to the extensive medical literature for a clear-cut answer; conclusions differ from study to study.) But surgeons who swear by their robotic arms tend to return to the same words of praise: They tout the “speed of recovery” for patients, who typically don’t need to spend days or weeks in a hospital as they might after traditional open surgery. They speak of the “clarity” of its camera, the “flexibility” of its instruments.

A survey by investment and research group RBC Capital last year found that American surgeons think that within five years, 35% of operations will involve robots in some form, compared with 15% today.

 

Shake Shack founder on changing the way restaurants do business

And I think what fine-casual is doing is, “If you’re willing to give up waiters and waitresses and bartenders and reservations and table cloths and flowers, we’re gonna s– we’re gonna give you about 80 percent of the quality that you would have gotten in a fine-dining restaurant. We’re gonna save you about 80 percent of the money you’d spend in a fine-dining restaurant. And we’re gonna save you about 60 percent of the time.”

So by saying, “Hospitality included,” it’s basically saying, “You see that price that it costs to get the chicken? That includes everything. That includes not only the guy that bought the chicken and the guy that cooked the chicken, but it also includes the person who served it to you and how they made you feel.”

 

AlphaGo Zero: Learning from scratch

Previous versions of AlphaGo initially trained on thousands of human amateur and professional games to learn how to play Go. AlphaGo Zero skips this step and learns to play simply by playing games against itself, starting from completely random play. In doing so, it quickly surpassed human level of play and defeated the previously published champion-defeating version of AlphaGo by 100 games to 0.

It is able to do this by using a novel form of reinforcement learning, in which AlphaGo Zero becomes its own teacher. The system starts off with a neural network that knows nothing about the game of Go. It then plays games against itself, by combining this neural network with a powerful search algorithm. As it plays, the neural network is tuned and updated to predict moves, as well as the eventual winner of the games.

 

Nike’s focus on robotics threatens Asia’s low-cost workforce

For Nike, the shift to greater automation has two huge attractions. By driving down costs, it could lead to a dramatic improvement in profit margins. It would also allow the company to deliver new designs more quickly to fickle, fashion-conscious customers at a premium. A pair of Nike Roshe shoes costs $75 without Flyknit uppers, compared to as much as $130 with Flyknit.

The potential upside for Nike of greater automation is immense. Analysts at Citibank estimate that by using the Flex manufacturing process to produce Nike’s 2017 Air Max shoes, one of its top-selling lines, the cost of labour would decrease 50 per cent and materials costs would fall 20 per cent. That would equate to a 12.5 percentage point increase in gross margins to 55.5 per cent, according to analysts Jim Suva and Kate McShane. If Flex were to produce 30 per cent of Nike’s North American footwear sales, Nike could save $400m in labour and material costs, representing a 5 per cent benefit to earnings per share, according to Citibank estimates.

Traditional shoe production has required as many as 200 different pieces across 10 sizes, often cut and glued together by hand. The new manufacturing process being developed by Flex has introduced two ideas once thought impossible: the gluing process has been automated and lasers are used to cut the Flyknit material. Lead times in the shoe industry once ran to several months: Flex has promised to help Nike speed up lead times, which can be three to four weeks for a customised pair of sneakers.

Nike has reduced its supply chain by nearly 200 factories in the past five years to focus on fewer “quality, long-term partnerships”. However, the process of closing a factory, including those with compliance issues, can be a long and costly process for “brand-sensitive companies like Nike” to mitigate the disruption to local economies.


Birth of a Hidden Champion: TSMC & Morris Chang

Morris Chang said Intel’s advantage lies in its robust technological power and strong business operation foundation, having maintained No. 1 in the global semiconductor for decades. But its biggest drawback rests with its inexperience in the wafer foundry sector that highlights a service-oriented corporate culture, as Intel’s technology departments have long served the company’s own needs, totally different from the core culture of serving others seen in the pure-play foundry sector. With his 25-year experience at Texas Instruments before founding TSMC, Chang said he realized very well what kind of corporate culture was needed for the foundry sector. He said when establishing TSMC 30 years ago, he was able to easily inject the service-oriented culture into the TSMC at the very beginning.


Apple’s COO Jeff Williams recounts how business with TSMC began with a dinner at the founder’s home

Williams said that in the next 10 years, the biggest problem lies not in computing performance, but in the lack of sufficient visions to apply new advanced technologies such as AI (artificial intelligence) as well as how to safeguard privacy.

He said Apple has many expectations for AI applications, but what the company needs is neither to make chips with faster computing performance or to make cars able to fly, but to utilize advanced technologies to change the world, such as making use of semiconductors to achieve medical technology innovations.”


Apple supplier TSMC says Moore’s Law is no longer valid

Chang said that the time frame set in Moore’s Law is no longer applicable. He said TSMC has kept increasing transistor density, but not at a pace according to the law. Chang continued by noting that discussions about the applicability of Moore’s Law in recent years have often focused on ASML, a leading semiconductor lithography equipment supplier, because the company is now the world’s only supplier of EUV (extreme ultraviolet) lithography equipment and EUV technology bears a great responsibility of keeping Moore’s Law valid. Chang said major semiconductor firms have been keen to incorporate EUV technology into their 7nm process.


ChowNow, a GrubHub competitor, raises $20 million Series B round

ChowNow prides itself on being different from the likes of GrubHub and Seamless. ChowNow’s flagship service offers restaurants a white-label platform that enables restaurants to own their customer data, and feel confident their customers aren’t constantly fending off menus and discounts from competitors. Unlike its competitors, ChowNow charges an upfront monthly cost of $150/month per location instead of taking a commission on all orders.

“Yes, our software supports delivery but we have a unique place in the restaurant where we don’t play in the delivery space outright,” Webb said. “We’re also not a traditional marketplace either. Shopify for restaurants is an accurate way to describe us. Restaurants can plug in to our system and integrate it into their delivery backend.”

In charts: has the US shale drilling revolution peaked?

Throughout its existence, the shale oil industry has consumed cash. Companies have been unable to cover their drilling costs from their incomes, and have needed constant infusions of debt and equity financing. They have had little difficulty in raising that money, in part because investors wanted to share in the productivity miracle that the companies represented. If the miraculous days are over, and a more humdrum reality is setting in, will investors still be prepared to back the industry so willingly? Already equity raising by US exploration and production companies has slowed sharply this year. Plenty of attractive investment opportunities still exist in shale: internal rates of return of 30 per cent and higher are available in the Permian Basin, according to S&P Global Platts Well Economic Analyzer. Will there be enough of those attractive opportunities to keep US oil production rising, as the government’s Energy Information Administration and others expect? The industry says yes, but the drilling and productivity numbers will be worth watching closely over the months to come.

 

Australia’s got a lock on supply of the metal used for EV batteries

“Australia’s importance has been cemented by offtake deals and equity investments in mines,” Alice Yu, a Hong Kong-based consultant at CRU, said by phone. Backing from major battery manufacturers and auto producers could also see the nation add processing facilities to develop exports of higher-value lithium chemicals, she said.

Still, Macquarie Group Ltd. has warned there’s a bearish outlook for lithium prices in the short-to-medium term as “too many Australian rock producers are crowding in” with new projects. The surge is threatening to create a period of oversupply before rising demand for electric vehicles clears the surplus from about 2021, the bank said in a note this month.

Even with a wave of new supply, including from Australia, the lithium market is likely to remain tight with a stronger demand outlook than anticipated, according to Melbourne-based UBS Group AG analyst Lachlan Shaw. “We have had increased supply this year, and all the while lithium prices have kept going up,” he said. “The market is probably underestimating demand.”

How Saudi Arabia is building its $2 trillion fund

The kingdom plans to transfer ownership of Saudi Aramco, the state-owned oil company, to the PIF. An initial public offering of a small Aramco stake — probably just under 5 percent — will provide investment cash. That sale could raise about $106 billion, according to the Sovereign Wealth Fund Institute. Transferring Aramco to the PIF would allow the government to get its revenue from investments, rather than oil, according to the Prince, and along the way transform the PIF into the world’s biggest sovereign fund.

 

Bogle: Vanguard’s Size a Worry

The economies of scale just can’t keep going on much longer. We’ve only got 12 basis points to go, and let me say it: There’s an irreducible minimum, no matter how big you are, just for the fun of it, 8 basis points, cost a lot of money to run this business. We’re now talking about a 4 basis point improvement in cost. I just don’t think it’s worthwhile, hyping and trying to bring in more and more money.

The David Rubenstein Show: Masayoshi Son

On his US$100bn Vision Fund: He thinks that machines will become more intelligent than humans across a wide range of subjects within the next 30 years, an event referred to as the singularity. This will have a profound and largely positive impact on humankind. The fund will invest in companies that underpin the global shifts brought on by artificial intelligence.

On the Alibaba investment: Invested US$20m early on in the company’s history. He met with Jack Ma, who at the time had no business plan, zero revenue and only 35-40 employees. Still, he could tell from the way he talked (with “strong, shining eyes”) that he had a vision and impressive leadership skills. Similar story with Jerry Yang and the Yahoo! investment.

On his recent investment in ARM: Biggest investment to date. UK-based semiconductor company that has an overwhelming market share for semiconductor designs used in mobile phones and other mobile devices. He says they will ship more than 1 trillion IoT chips in the next 20 years.

Chinese women are getting rich by simply livestreaming their days

In China, young women like 23-year-old Huan Huan can earn up to $20,000 a month livestreaming themselves just doing regular things. That’s about 30 times more than the average college graduate makes at their first job.

In China, which banned online porn in 2000, PG-rated livestreaming has become a $4 billion-a-year industry with nearly 350 million followers — more than the entire population of the United States.


How do I get my daughter interested in computers?

Nobody becomes a software engineer because they love writing code; they become a software engineer because it allows them to build out ideas. This is a useful skill to have. Except that most software engineers aren’t realizing their own ideas. They’re getting paid to build someone else’s pet project. Software engineers are the wage labourers of the tech industry.

The most important tech skill, then, isn’t computers or engineering — It’s the art of getting paid to control vast amounts of money. Then you can make programmers build out whatever dumb ideas you like. Parents who want their daughters to succeed in Silicon Valley need not worry about teaching their girls to code: Teach them about capitalism instead.

Curated Insights 2017.08.06

The data that transformed AI research—and possibly the world

Today, many consider ImageNet solved—the error rate is incredibly low at around 2%. But that’s for classification, or identifying which object is in an image. This doesn’t mean an algorithm knows the properties of that object, where it comes from, what it’s used for, who made it, or how it interacts with its surroundings. In short, it doesn’t actually understand what it’s seeing. This is mirrored in speech recognition, and even in much of natural language processing. While our AI today is fantastic at knowing what things are, understanding these objects in the context of the world is next. How AI researchers will get there is still unclear.

“One thing ImageNet changed in the field of AI is suddenly people realized the thankless work of making a dataset was at the core of AI research,” Li said. “People really recognize the importance the dataset is front and center in the research as much as algorithms.”

Apple Glasses are inevitable

There is room for Apple to create value by controlling both the hardware and software comprising AR glasses. The sum will be greater than its parts. Apple’s big bet on AR will represent the catalyst for turning glasses and sunglasses into something more. An engaged base of iOS developers experimenting with ARKit will give Apple Glasses a hospitable app environment.

Apple’s success with Apple Watch has done much to calm some of my fears and hesitation regarding face wearables. With 29 million Apple Watches sold to date, Apple has turned the dynamic of tech meeting fashion on its head. Apple has been able to get people to wear an item that was increasingly losing its place in a smartphone world.

The idea of a product having a “killer app” has been misconstrued over the years. The iPhone really doesn’t have a killer app. Instead, the device itself has turned into the killer app – the most valuable computer in our lives. In addition, the iPhone’s role in our lives has evolved over time – a true sign of value. Apple Glasses would provide an improved view of the world to its user. For some, this will come in the form of clearer vision plus additional context. Others will gain value just from receiving additional context.


The Priceline party, the world’s largest online-travel company

Over the past decade Priceline’s pre-tax earnings have grown at a compound annual rate of 42%, faster than Apple, Amazon, Netflix and Alphabet. It also boasts a 96% gross margin. Its share price has risen by more than 50% over the past 12 months, about four times faster than the broader stockmarket. On July 26th the firm’s market value rose above $100bn.

Priceline’s focus on accommodation helps explain why it is more profitable and more highly valued than Expedia, a rival online-travel company that operates sites such as Orbitz, Travelocity, Trivago and Hotels.com. Expedia does more business booking flights, but these are not as lucrative. Online-travel firms take a meaty commission of 15-18% of a hotel room’s price, compared with a slim 3-4% for airfares.

The most dangerous rival, however, may well come from somewhere else entirely. “We’re all waiting for the moment when a big Chinese company comes in and tries to take market share,” says Erik Blachford, a former boss of Expedia. Ctrip, a giant based in Shanghai and worth an estimated $30bn, is the obvious candidate. But if it indeed makes a move, Priceline will not necessarily suffer. Not only is its Chinese business growing nicely, but it has also invested nearly $2bn in Ctrip’s debt and equity. Small wonder that some analysts consider Priceline the best-run internet company after Amazon.


Why Alibaba could double in two years

China online advertising is $50 billion market, currently Alibaba has about 20% market share. Entire online advertising market will grow at 15% to 20% for next eight years, I expect Alibaba to take incremental share and possibly increase to 30%+ market share of online ads in five years.

AliCloud is No. 1 in China by a huge margin.

Alibaba has a ton of equity investments made over the years. Core holdings include a 33% stake in Ant Financial, 30% stake in Weibo, and 47% in logistics network operator Cainiao.


Amazon moves into self-distribution with Woody Allen’s ‘Wonder Wheel’

Amazon is moving into self-distributing its own movies, putting it on the path to becoming a full-fledged film studio.

With their deep pockets and big ambitions, Amazon and Netflix have upended the film distribution landscape, although they have taken different approaches. Netflix is solely focused on servicing its streaming service subscribers. Amazon believes in premiering movies in theaters before offering them on its Prime digital service. With the move into self-distribution, Amazon now offers all of the services that a traditional film studio boasts — from financing to production to rolling out a picture in cinemas.


Amazon’s ‘Beehive’, drone-carrying trains reinforce focus on logistics tech

CB Insights’ analysis shows that the retail giant has been focused on shortening the distance between warehouses and consumers for some time. They have considered various formats for expanded warehouse networks, including flying warehouses, mobile truck-based mini warehouses, underwater warehouses, local re-stocking stations for drones, and a multi-level drone-docking fulfillment center.


This Amazon threat just got even more real

Already, the price transparency that’s characteristic of Amazon’s consumer e-commerce platform has exposed major flaws in Grainger’s model, forcing the company to roll out price cuts that have squeezed its margins and darkened its EPS outlook. In the face of Amazon’s staggering customer growth, Grainger CEO DG Macpherson’s admission earlier this year that the company hasn’t been able to acquire a new customer under its namesake brand in years and has struggled to use digital marketing to draw business becomes even more worrisome.


Foursquare eyes Amazon Alexa partnership as its tech is quietly built into Snapchat and Apple Maps

In the past four years, the company has been shopping its technology around to other companies, a task that turned out to be surprisingly easy. In an interesting development, Foursquare has found that a lot of companies looking for data or location tech come to Foursquare before Facebook or Alphabet’s Google because those two giants are trying to kill those companies who need help. “We’re like the independent broker of this awesome technology and you’re not tying yourself to Google or Facebook, yet you get these great tools to build competitive products,” Crowley explained.

The partnerships take different formats, with Foursquare sharing its tech in exchange for exposure, revenue or partnership deals, he explained. Facebook and Google haven’t teamed up with Foursquare due to competing products and because the Silicon Valley players have built up their own ecosystems, he said. But that’s a rare exception. Snapchat, Twitter, Uber, and Pinterest are using a version of its geotagging tech. Samsung’s new Galaxy S8 phone, launched in April, has Foursquare baked in to tell users where their photo was taken and what it was taken of. Finally, Apple is using Foursquare in its Apple Maps product.


Redfin set out to disrupt real estate—it was harder than it looked

Zillow and Trulia make money by referring customers to independent real estate brokers. Redfin, in contrast, aimed to disrupt the real estate business by becoming a real estate brokerage itself.

In a traditional real estate transaction, the agent on each side of the deal gets a three percent commission. Redfin offered a do-it-yourself model where buyers would do more of the work themselves, lowering Redfin’s costs and allowing it to pay thousands of dollars in rebates.

This approach sounded great in theory, but there was a big problem: customers hated it. Buying or selling a home is a complex, stressful, and often once-in-a-lifetime transaction. People wanted a personal agent who had plenty of time to understand their situation, answer questions, and guide them through the steps of the home-buying process. Redfin’s early approach—with an ever-changing cast of agents showing homes and writing offers but not doing much else—left most customers unsatisfied.

…some of the biggest opportunities for innovation were on the seller’s side of the market, because sellers ultimately set the terms of real estate transactions. And because home sellers tend to be older and more risk-averse, it has taken longer for Redfin to build up a customer base on the seller’s side of the market.


A look back in IPO: Google, the profit machine

Sources are saying that Microsoft was previously courting Google, pursuing options ranging from a kind of merger to an outright takeover. It appears that their overtures failed to materialize any deal, so now the Redmond will have to wait; Google is headed in the IPO direction, and if there’s a merger to be had, it’s likely going to be with a post-IPO Google.

“It’s still expensive at these levels,” said Will Dunbar, managing director with Core Capital Partners, a venture capital firm with no stake in Google. “There will be substantial competition in the near future and that’s one of the things that gives me pause about the price.”

Janco’s Pyykkonen adds that he was hearing it was difficult for traders interested in short-selling Google to find shares to borrow from the banks and brokers involved in the auction.

And according to an informal poll on CNN/Money, 85 percent of more than 23,000 respondents said that they did not plan on buying shares of Google once it began trading.

Inside Jeffrey Katzenberg’s plan to revolutionize entertainment on mobile screens

Katzenberg’s plan involves nothing less than the creation of a whole new species of entertainment targeting 18- to 34-year-olds: short-form video series produced with budgets and production values you might expect from primetime TV, along with top-shelf creatives on both sides of the camera. For example, imagine a drama akin to “Empire” or “Scandal” but shrunk to 10-minute episodes made for mobile consumption. Or a five-minute talk show, or a two-minute newscast — all with high-profile talent attached.

Disney CEO Bob Iger, whose company is considering producing for what Katzenberg has tentatively dubbed New TV, sees the merits in the idea. “The explosion of short-form video is obvious to all of us, but a lot of what we’ve seen is the production of amateurs — user-generated content,” Iger says. “Taking a professional approach to this kind of content, we haven’t seen that yet in a concerted way, and I think that’s a smart thing to try.”


Alphabet wants to fix renewable energy’s storage problem — with salt

It can be located almost anywhere, has the potential to last longer than lithium-ion batteries and compete on price with new hydroelectric plants and other existing clean energy storage methods. “If the moonshot factory gives up on a big, important problem like climate change, then maybe it will never get solved,” said Obi Felten, a director at X. “If we do start solving it, there are trillions and trillions of dollars in market opportunity.”

X is stepping into a market that could see about $40 billion in investment by 2024, according Bloomberg New Energy Finance. Roughly 790 megawatts of energy will be stored this year and overall capacity is expected to hit 45 gigawatts in seven years, BNEF estimates. Existing electrical grids struggle with renewable energy, a vexing problem that’s driving demand for new storage methods. Solar panels and wind farms churn out energy around midday and at night when demand lulls. This forces utilities to discard it in favor of more predictable oil and coal plants and more controllable natural gas “peaker” plants.

A new book ranks the top 100 solutions to climate change. The results are surprising.

The number one solution, in terms of potential impact? A combination of educating girls and family planning, which together could reduce 120 gigatons of CO2-equivalent by 2050 — more than on- and offshore wind power combined (99 GT). Also sitting atop the list, with an impact that dwarfs any single energy source: refrigerant management. Both reduced food waste and plant-rich diets, on their own, beat solar farms and rooftop solar combined.

Our models include a lot of things that were excluded from other models. One is land use. It’s given passing reference, but hasn’t been given much credibility by the IPCC. They don’t include, for example, farmland restoration — over a billion hectares of abandoned land all over the world. We know how to regenerate that, using animals, using cover, using no-till. Is there a transition cost? Yeah. But it’s a big sink.

First of all, let’s be honest: The US has never led in this area. Ever. When they’ve tried on an executive level, they’ve never been supported by Congress. States have led, cities have led, but never the federal government. Now the federal government is what it is. When [Trump] was elected, I went over every one [of the Drawdown solutions]. I said, “What can the [US federal] government do?” And it really isn’t that much.


The world’s first floating wind farm could be a game changer for renewable power

The first floating wind turbine has been placed about 20 km (12 miles) off the coast of Peterhead in Scotland. Another four turbines will be added to the farm, which together will generate enough energy to power 20,000 households.

Floating wind turbines cannot currently compete with fixed turbines, which have seen their cost plummet by more than 30% since 2012. However, Statoil believes that as floating wind farms are built at scale, they will soon be able to compete with traditional offshore wind turbines without subsidies.


It goes completely against what most believe, but out of all major energy sources, nuclear is the safest

Based on historical and current figures of deaths related to energy production, nuclear appears to have caused by far the least harm of the current major energy sources. This empirical reality is largely at odds with public perceptions, where public support for nuclear energy is often low as a result of safety concerns.

Whilst the share of energy production from renewable technologies is slowly growing, 96 percent of global energy production is produced from fossil fuels, nuclear and traditional biomass sources. Our global transition to renewable energy systems will be a process which takes time—an extensive period during which we must make important choices on bridging sources of energy production.

 

In fund management, churn is not necessarily burn

What may be more surprising is that we found no evidence of any relationship across all other styles of US equity fund, even in small-caps where the costs of trading are noticeably higher. On average, high turnover US equity funds have been able to add at least enough value to offset the additional transaction costs they incur. The moral is that pursuing a reduction in transaction costs without considering the consequences is misguided. Consistency between investment process and turnover is more important than the level of turnover itself.


Cities’ success leaves them vulnerable in the next downturn

But the specialization of high-end jobs and wealth in cities could end up being their undoing. The city model of old was like a grocery store — a balanced mix of all types of different products, from milk and bread to a pharmacy to some splurge items like cupcakes and Champagne. In tough times, cupcake and Champagne sales might fall, but people are still going to buy their milk, bread and toiletries, keeping the store afloat.

Cities today increasingly resemble endless aisles of Champagne and cupcakes. If tough times strike again — perhaps in a tech downturn, or in a stock market crash — the pain will be concentrated here. And while the well-paying white-collar jobs migrating to cities now are coveted, there’s no guarantee the best jobs will always be urban. The next economic cycle may well bring a different pattern.


Many Indians don’t know the real architect behind the country’s economic reforms

On that monsoon day in Hyderabad in 2015, no one could recall that a long-time inhabitant of that city, Pamulaparthi Venkata Narasimha Rao, PV as he was always known to the Telugus, was, in fact, the author of the most radical shift in India’s economic policy since Jawaharlal Nehru’s famous Industrial Policy Resolution of 1956. Nehru’s resolution had declared that India would strive to establish a “socialistic pattern of society”. In 1991 PV moved away from that pattern to unleash private enterprise.

PV was India’s first “accidental” prime minister, and a path-breaking one. He took charge of the national government and restored political stability; assumed leadership of the Congress, proving that there was hope beyond the Nehru-Gandhi dynasty; pushed through significant economic reforms; and steered India through the uncharted waters of the post-Cold War world.


NASA has a way to cut your flight time in half

…NASA will begin taking bids for construction of a demo model of a plane able to reduce the sonic boom to something like the hum you’d hear inside a Mercedes-Benz on the interstate. The agency’s researchers say their design, a smaller-scale model of which was successfully tested in a wind tunnel at the end of June, should cut the six-hour flight time from New York to Los Angeles in half.

Over the next decade, growth in air transportation and distances flown “will drive the demand for broadly available faster air travel,” says Peter Coen, project manager for NASA’s commercial supersonic research team. “That’s going to make it possible for companies to offer competitive products in the future.” NASA plans to share the technology resulting from the tests with U.S. plane makers, meaning a head start for the likes of Lockheed Martin, General Dynamics, Boeing, and startups such as Boom Technology and billionaire Robert Bass’s Aerion.