Curated Insights 2018.07.20

Professor Aswath Damodaran on valuation

The most egregious valuation mistake that I see investment professionals make is mistaking pricing for valuation. Most investment professionals don’t do valuation, they do pricing. What I mean by that is that you price a number to a stock based on what other people are paying for similar stocks. Any time you use a multiple comparable you’re not valuing the company, you’re pricing a company. Ninety percent of the time, when someone says “I’ve valued a company at X”, I always have to stop and ask them, “What do you mean value the company?”. Most of the time when I extract the answer, the answer is that they’ve really priced the company. There’s nothing wrong with pricing. But it’s not valuation. Valuation is about digging through a business, understanding the business, understanding its cash flows, growth, and risk, and then trying to attach a number to a business based on its value as a business. Most people don’t do that. It’s not their job. They price companies. So the biggest mistake in valuation is mistaking pricing for valuation.

The biggest mistake is that VCs don’t value users, they price them. What I mean by that is that if there’s a line of VCs and you go up to a VC and say “I have a million users”, the VC says “Amazing, I’ll pay you $1 Billion”. Most VC’s are still pricing users, with the assumption that all users have value, and that all their data is going to be useful. And I think that’s a dangerous thing. The reason I wrote that paper is to illustrate that users can be valuable, but users can be useless. Moviepass users are useless – there are a lot of them, but I don’t think the marginal Moviepass user adds any value. In fact, I think that they destroy value, because you’re giving them a service for way below cost. Netflix users, are clearly much more valuable as a commodity. I think that we have to differentiate between users, and to do that we have to start asking serious questions about what separates good users from bad users, what separates valuable users from useless users.

Well it’s massively impacted prices. It’s going to mean that there’s going to be a lot more splitting up of the market, like with Uber and Didi in China, and with Uber and Grab’s agreement in Southeast Asia. I think increasingly that the ridesharing companies think that the future lies in each of them carving out markets for themselves where they don’t face competition. Softbank incentivizes that by being invested in all of these companies. Uber, Lyft, and Grab fares will start to go up, and you can thank Softbank for that. They’re the ones in the background impacting how this business is evolving.

It’s a feature not a bug. It’s the nature of young companies and young markets, that you will overvalue them, because you’re looking at clusters of what I call overoptimism. Each cluster, be it the VCs and employees of a company think that they have the answers to the big questions. It’s how markets evolve, and I think that it’s a healthy process. I think that bubbles are not always bad, because they’re what allow us to change and move on. So I think that you can look at bubbles as a bad thing and try to make them go away, but I think that they’re a good feature of markets and allow us to shift from one business to another, from one technology to another.


How internet advertising can grow to $600 billion by 2023

While digital direct response advertising took share from print in the first leg of internet, digital video advertising could take share from TV in the second leg. What would be the impact on budgets of sustained strong growth in internet advertising? If you assume compounded growth rates of 15% for Google, 20% for Facebook, 20% for China, and 12% for everyone else, internet advertising would reach $620 billion by 2023—a figure that’s larger than the entire global advertising market today.

One might say that that is sufficient proof that internet advertising must slow down less it exceeds its total addressable market. But it’s just as dangerous to assume that the size of advertising market is a static number or a fixed percent of global GDP.

Amazon in particular has potential to contribute out-sized growth. Already roughly half of US consumers start their product search on Amazon, bypassing Google’s most important search ads. These shoppers see Amazon’s sponsored product ads which are highly valuable and result in direct measurement of sales. Amazon’s $3 billion ad business is growing quickly and could dampen Google’s search business in the coming years.

Analysts and investors have historically underestimated the size of the internet advertising market and continue to do so based on a static set of assumptions. Yet, more than any other medium, internet advertising has evolved and re-invented itself constantly. The drivers of growth today – mobile, video, and programmatic – barely existed ten years ago. There’s no telling what the next ten years might bring.


Texas to pass Iraq and Iran as world’s No. 3 oil powerhouse

Texas is pumping so much oil that it will surpass OPEC members Iran and Iraq next year, HSBC predicted in a recent report. If it were a country, Texas would be the world’s No. 3 oil producer, behind only Russia and Saudi Arabia, the investment bank said.

The combined output of the Permian and Eagle Ford is expected to rise from just 2.5 million barrels per day in 2014 to 5.6 million barrels per day in 2019, according to HSBC. That means Texas will account for more than half of America’s total oil production. By comparison, Iraq’s daily production is seen at about 4.8 million barrels, while Iran is projected to pump 3 million. Oil supplies from Iran are likely to plunge due to tough sanctions from the United States.


Beijing did a tech reality check on its industrial champions. The results were not amazing

The ministry questioned the companies about 130 “core components and materials”, finding them reliant on imports for 95 per cent of central processing unit and CPU-related chips for their computers and servers. The companies also depended on foreign suppliers for 95 per cent of the advanced manufacturing and testing components on production lines for various sectors, including rockets, large aircraft and even cars, according to the report published on Friday. About a third of the “key materials” covered by the survey were not available in China, the state news agency reported, without detailing the items covered or when the survey was conducted.

Google fined a record $5 billion by the EU for Android antitrust violations

While many had expected Google to face its own “Microsoft moment,” the EU doesn’t seem to be forcing any strong future oversight on Android or asking Google to modify its software to include a ballot for alternative browsers or search engines.

This decision seems to be more about preventing Google from bundling its services to Android, than forcing the company to change Android significantly. Phone manufacturers will still be free to bundle Chrome and Google search apps if they wish, but they won’t be forced to do so, and they’ll be free to offer devices with forked versions of Android.

Amazon’s share of the US e-commerce market is now 49%, or 5% of all retail spend

The figures are also remarkable not because of their size, but because of Amazon’s pace has not slowed down. Its sales are up 29.2 percent versus a year ago, when it commanded 43 percent of all e-commerce retail sales.

The rocket ship for Amazon’s growth at the moment is its Marketplace — the platform where Amazon allows third-party sellers to use its retail and (if they choose) logistics infrastructure to sell and deliver items to Amazon shoppers. It’s currently accounting for 68 percent of all retail sales, working out to nearly $176 billion, versus 32 percent for Amazon’s direct sales, and eMarketer projects that by the end of this year, Marketplace’s share will be more than double that of Amazon’s own sales (it’s already about double).


Amazon set for Prime Day ad revenue bonanza

The need to advertise to cut through the crowd on Prime Day underscores the growing contribution of advertising to Amazon’s business. While its Amazon’s core retail operations generate the majority of its revenue, executives and analysts see advertising as a promising growth area. Its “other” revenue segment, mostly derived from advertising, more than doubled to $2bn in the first quarter and the company flagged the high-margin business as “a strong contributor to profitability”.

Amazon’s slice of the $100bn US digital ad market is still very small: 2.7 per cent, or fifth place, this year compared with Google’s 37.2 per cent and Facebook’s 19.6 per cent, according to eMarketer. Its share is expected to reach 4.5 per cent by 2020, passing Microsoft and Verizon’s Oath to climb to third place, while Google and Facebook are predicted to lose ground.


Mark Mahaney, analyst at RBC Capital Markets, estimates that by 2022 Amazon’s ad revenues will top $25bn and generate more than $8bn in incremental operating profit, making the business “as impactful” to the company as Amazon Web Services, its cloud computing business, is today.

Travel giant Booking invests $500M in Chinese ride-hailing firm Didi Chuxing

Besides Booking.com and Agoda, Booking also operates Kayak, Priceline.com, Rentacars.com and OpenTable, all of which makes it a powerful ally for Didi. That’s particularly important since the Chinese firm is in global expansion mode, having launched services in Mexico, Australia and Taiwan this year. Beyond those three, it acquired local ride-hailing company 99 in Brazil and announced plans to roll into Japan.

Beyond boosting a brand and consumer touchpoints, linking up with travel companies makes sense as ride-hailing goes from simply ride-hailing to become a de facto platform for travel between both longer haul (flights) and short distance (public transport) trips. That explains why Didi has doubled down on dock-less bikes and other transportation modes.

Reuters reports that the unit, which was formed in April and consists of Didi’s car rental, sales, maintenance, sharing and gas services businesses, could be spun out in a deal worth $1.5 billion. The thinking is apparently that Didi’s IPO, which is said to be in the planning stages, would run smoother without these asset-heavy businesses involved.


Spotify’s new tool helps artists and labels reach its playlist editors

The company says that, today, more than 75,000 artists are featured on its editorial playlists every week, plus another 150,000 on its flagship playlist, Discover Weekly.

These days, artists and labels ask for intros to playlists editors, believing that getting to the right person will give them an edge in having their tracks selected for a playlist. The new submissions feature aims to change this process, while also driving artists and labels to use Spotify’s own software for managing profiles and tracking their stats on the service.

We want to make something crystal clear: no one can pay to be added to one of Spotify’s editorial playlists. Our editors pick tracks with listeners in mind. They make these decisions using data about what’s resonating most with their community of listeners.

What are cobots? Understanding the newest wave of smart robot reinventing whole industries

Now, incumbents are playing catch-up against Teradyne’s cobot division Universal Robots (UR), which currently claims around 60% of the cobot marketshare. Big names like ABB, Fanuc, Yaskawa, KUKA, and Robert Bosch, which are all better known for their low-tech robots, have followed UR into the cobot market. (It’s estimated that Fanuc has between 6% and 10% of cobot market share, and Yaskawa’s is even smaller.) And partnerships are springing up: Kawasaki is now working with its Swiss rival ABB to standardize robotic programming.

One big reason could be labor costs rising worldwide. Because of economic growth, wages in industrialized countries have soared. In China, for example, average wages have more than doubled since 2006, and the country is no longer considered a destination for low-cost outsourcing. In fact, China is now so expensive that it’s losing consumer electronics jobs to lower-cost neighbors like Vietnam, pushing its robot demand to grow more than 20% just last year.

Expensive labor is also tilting the scale for more localized manufacturing, and robotics are enabling a new wave of re-shoring (the return of manufacturing to the United States). In a 2015 survey by BCG, 20% of US-based manufacturers surveyed said they were actively shifting production back to the US from China, or were planning to do so over the next two years. The majority said lower automation costs have made the US more competitive.

Subsequently, firms are increasingly turning to cobots, which these days are easily programmable, cheaper than traditional labor, and even inexpensive compared to “dumb” robots. For all of these reasons, cobot makers are selling more units at lower prices than ever before.

How has the average US house size changed?

Over the past 95 years, average [residential home] floor area has increased from 1048 square feet to 2657 square feet, which equates to a 2.5x increase. Furthermore, the average floor area per person has more than quadrupled, from 242 square feet to 1046! Essentially, it’s likely that one person nowadays has the same amount of space as a family back in the 1920s.

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 2018.05.20

The spectacular power of Big Lens

There is a good chance, meanwhile, that your frames are made by Luxottica, an Italian company with an unparalleled combination of factories, designer labels and retail outlets. Luxottica pioneered the use of luxury brands in the optical business, and one of the many powerful functions of names such as Ray-Ban (which is owned by Luxottica) or Vogue (which is owned by Luxottica) or Prada (whose glasses are made by Luxottica) or Oliver Peoples (which is owned by Luxottica) or high-street outlets such as LensCrafters, the largest optical retailer in the US (which is owned by Luxottica), or John Lewis Opticians in the UK (which is run by Luxottica), or Sunglass Hut (which is owned by Luxottica) is to make the marketplace feel more varied than it actually is.

Now they are becoming one. On 1 March, regulators in the EU and the US gave permission for the world’s largest optical companies to form a single corporation, which will be known as EssilorLuxottica. The new firm will not technically be a monopoly: Essilor currently has around 45% of the prescription lenses market, and Luxottica 25% of the frames. But in seven centuries of spectacles, there has never been anything like it. The new entity will be worth around $50bn (£37bn), sell close to a billion pairs of lenses and frames every year, and have a workforce of more than 140,000 people. EssilorLuxottica intends to dominate what its executives call “the visual experience” for decades to come.

For a long time, scientists thought myopia was primarily determined by our genes. But about 10 years ago, it became clear that the way children were growing up was harming their eyesight, too. The effect is starkest in east Asia, where myopia has always been more common, but the rate of increase has been uniform, more or less, across the world. In the 1950s, between 10% and 20% of Chinese people were shortsighted. Now, among teenagers and young adults, the proportion is more like 90%. In Seoul, 95% of 19-year-old men are myopic, many of them severely, and at risk of blindness later in life.

Del Vecchio paid $645m (£476m) for Ray-Ban. During the negotiations, he promised to protect thousands of jobs at four factories in the US and Ireland. Three months later, he closed the plants and shifted production to China and Italy. Over the next year and a half, Luxottica withdrew Ray-Ban from 13,000 retail outlets, hiked their prices and radically improved the quality: increasing the layers of lacquer on a pair of Wayfarers from two to 31. In 2004, to the disbelief of many of his subordinates, del Vecchio decided that Ray-Ban, which had been invented for American pilots in the 1930s, should branch out from sunglasses into optical lenses, too. “A lot of us were sceptical. Really? Ray. Ban. Banning rays from the sun?” the former manager said. “But he was right.” Ray-Ban is now the most valuable optical brand in the world. It generates more than $2bn (£1.5bn) in sales for Luxottica each year, and is thought to account for as much as 40% of its profits.

The Moat Map

Facebook has completely internalized its network and commoditized its content supplier base, and has no motivation to, for example, share its advertising proceeds. Google similarly has internalized its network effects and commoditized its supplier base; however, given that its supply is from 3rd parties, the company does have more of a motivation to sustain those third parties (this helps explain, for example, why Google’s off-sites advertising products have always been far superior to Facebook’s).

Netflix and Amazon’s network effects are partially internalized and partially externalized, and similarly, both have differentiated suppliers that remain very much subordinate to the Amazon and Netflix customer relationship.

Apple and Microsoft, meanwhile, have the most differentiated suppliers on their platform, which makes sense given that both depend on largely externalized network effects. “Must-have” apps ultimately accrue to the platform’s benefit.

Apple’s developer ecosystem is plenty strong enough to allow the company’s product chops to come to the fore. I continue to believe, though, that Apple’s moat could be even deeper had the company considered the above Moat Map: the network effects of a platform like iOS are mostly externalized, which means that highly differentiated suppliers are the best means to deepen the moat; unfortunately Apple for too long didn’t allow for suitable business models.

Uber’s suppliers are completely commoditized. This might seem like a good thing! The problem, though, is that Uber’s network effects are completely externalized: drivers come on to the platform to serve riders, which in turn makes the network more attractive to riders. This leaves Uber outside the Moat Map. The result is that Uber’s position is very difficult to defend; it is easier to imagine a successful company that has internalized large parts of its network (by owning its own fleet, for example), or done more to differentiate its suppliers. The company may very well succeed thanks to the power from owning the customer relationship, but it will be a slog.

How much would you pay to keep using Google?

Part of the problem is that GDP as a measure only takes into account goods and services that people pay money for. Internet firms like Google and Facebook do not charge consumers for access, which means that national-income statistics will underestimate how much consumers have benefitted from their rise.

Survey respondents said that they would have to be paid $3,600 to give up internet maps for a year, and $8,400 to give up e-mail. Search engines appear to be especially valuable: consumers surveyed said that they would have to be paid $17,500 to forgo their use for a year.


There is another

Spotify has better technology, merchandising (like discovery playlists), and brand. Unlike Apple Music, being a pure-play (as opposed to being owned by a tech giant) gives Spotify more cred among purists, young people, and influencers. The instinct / T Algorithm cocktail has resulted in a firm with 170M users, 75M of whom are premium subscribers. The firm registered €1B this quarter, representing 37% growth. Spotify accounted for 36% of premium music subscribers globally.

What takes Spotify to $300B, and true horseman status? They launch video, and become the most successful streaming entertainment firm, full stop. Netflix’s legacy is on the second most important screen, TV. Spotify was raised on the most important – mobile. Netflix needs to become Spotify before Spotify becomes Netflix. Nobody has cracked social and TV, and as half of young people no longer watch cable TV, if Spotify were to launch video and captured any reasonable share and engagement via unique playlists, then cable and Netflix would begin ceding market cap to Spotify.


Subscriptions for the 1%

The problem with these minuscule conversion rates is that it dramatically raises the cost of acquiring a customer (CAC). When only 1% of people convert, it concentrates all of that sales and marketing spend on a very small sliver of customers. That forces subscription prices to rise so that the CAC:LTV ratios make rational sense. Before you know it, what once might have been $1 a month by 20% of a site’s audience is now $20 a month for the 1%.

There is a class of exceptions around Netflix, Spotify, and Amazon Prime. Spotify, for instance, had 170 million monthly actives in the first quarter this year, and 75 million of those are paid, for an implied conversion of 44%. What’s unique about these products — and why they shouldn’t be used as an example — is that they own the entirety of a content domain. Netflix owns video and Spotify owns music in a way that the New York Times can never hope to own news or your podcast app developer can never hope to own the audio content market.

The Apple Services machine

It is this hardware dependency that makes it impossible to look at Apple Services as a stand-alone business. The Services narrative isn’t compelling if it excludes Apple hardware from the equation. Apple’s future isn’t about selling services. Rather, it’s about developing tools for people. These tools will consist of a combination of hardware, software, and services.

Apple currently has more than 270 million paid subscriptions across its services, up over 100 million year-over-year. Apple is in a good position to benefit from growing momentum for video streaming services including Netflix, HBO, and Hulu. It is not a stretch to claim that Apple will one day have 500 million paid subscriptions across its services. Apple isn’t becoming a services company. Instead, Apple is building a leading paid content distribution platform.

Tencent Holdings Ltd. delivered two major milestones when it reported its earnings Wednesday: record quarterly profits and more than one billion monthly active users on its WeChat platform. The social media and gaming giant, which has been leery of barraging its users with ads, also declared it had raised the maximum number of ads that customers see on WeChat Moments from one a day to two. The app has become China’s most popular messaging service and is integral to driving everything from gaming and payments to advertising for Tencent.

MoviePass: the unicorn that jumped into Wall Street too soon

“The growth-at-all-costs strategy is being funded these days by the venture community, not the public market. The last time we saw the public markets fund a growth-at-all-costs strategy was the 1999 internet bubble, and we all know how that ended.”

The prospect of steep declines in a company’s valuations once it hits the public markets is one reason why U.S. companies are waiting longer to go public. Overall, U.S. companies that have gone public this year have done so at an average market capitalization of $1.1 billion, according to Thomson Reuters data, a 44 percent increase from the average market cap during the height of the dot com craze in 1999. At the same time, companies are now going public 6.5 years after receiving their first venture capital backing on average, more than double the three years between initial funding and going public in 1999.

Cerebras: The AI of cheetahs and hyenas

The specialist starts out with a technology optimized for one specific task. Take the graphics-processing unit. As its name denotes, this was a specialist technology focused on a single task–processing graphics for display. And for the task of graphics, graphics-processing units are phenomenal. Nvidia built a great company on graphics-processing. But over time, the makers of graphics-processing units, AMD and Nvidia, have tried to bring their graphics devices to markets with different requirements, to continue the analogy to hunt things that aren’t gazelle. In these markets, what was once a benefit, finely tuned technology for graphics (or gazelle-hunting), is now a burden. If you hunt up close like a leopard and never have to run fast, having your nose smooshed into your face is not an advantage and may well be a disadvantage. When you hunt things you were no longer designed to hunt, the very things that made you optimized and specialized are no longer assets.

Intel is the classic example of a generalist. For more than 30 years the x86 CPU they pioneered was the answer to every compute problem. And they gobbled up everything and built an amazing company. But then there emerged compute problems that specialists were better at, and were big enough to support specialist companies—such as cell phones, graphics and we believe AI. In each of these domains specialist architectures dominate.

We are specialists, designing technology for a much more focused purpose than the big companies burdened with multiple markets to serve and legacy architectures to carry forward. Specialists are always better at their target task. They do not carry the burden of trying to do many different things well, nor the architectural deadweight of optimizations for other markets. We focus and are dedicated to a single purpose. The question of whether we—and every other specialist– will be successful rests on whether the market is large enough to support that specialist approach. Whether, in other words, there are enough gazelle to pursue. In every market large enough, specialists win. It is in collections of many modest markets, that the generalist wins. We believe that the AI compute market will be one of the largest markets in all of infrastructure. It will be the domain of specialists.


This $2 billion AI startup aims to teach factory robots to think

What sets Preferred Networks apart from the hundreds of other AI startups is its ties to Japan’s manufacturing might. Deep learning algorithms depend on data and the startup is plugging into some of the rarest anywhere. Its deals with Toyota and Fanuc Corp., the world’s biggest maker of industrial robots, give it access to the world’s top factories. While Google used its search engine to become an AI superpower, and Facebook Inc. mined its social network, Preferred Networks has an opportunity to analyze and potentially improve how just about everything is made.

At an expo in Japan a few months later, another demo showed how the tech might one day be used to turn factory robots into something closer to skilled craftsmen. Programming a Fanuc bin-picking robot to grab items out of a tangled mass might take a human engineer several days. Nishikawa and Okanohara showed that machines could teach themselves overnight. Working together, a team of eight could master the task in an hour. If thousands — or millions — were linked together, the learning would be exponentially faster. “It takes 10 years to train a skilled machinist, and that knowledge can’t just be downloaded to another person” Fanuc’s Inaba explained. “But once you have a robot expert, you can multiply it infinitely.”

China buys up flying schools as pilot demand rises

In September Ryanair axed 20,000 flights due to a rostering mess-up made worse by pilot shortages. This forced the low-cost carrier to reverse a longstanding policy and recognise trade unions and agree new pay deals — a move that it said would cost it €100m ($120m) a year from 2019.

China is on course to overtake the US as the world’s largest air travel market by 2022, according to the International Air Transport Association.

US aircraft maker Boeing predicts China will need 110,000 new pilots in the years through to 2035, and its airlines are expected to purchase 7,000 commercial aircraft over the next two decades.

China’s aviation market grew by 13 per cent last year, with 549m passengers taking to the skies, double the number who flew in 2010. Growth is being driven by the rising middle class, an expansion of routes by Chinese airlines and the easing of visa restrictions by foreign governments keen to attract Chinese tourists.

California will require solar power for new homes

Long a leader and trendsetter in its clean-energy goals, California took a giant step on Wednesday, becoming the first state to require all new homes to have solar power.

The new requirement, to take effect in two years, brings solar power into the mainstream in a way it has never been until now. It will add thousands of dollars to the cost of home when a shortage of affordable housing is one of California’s most pressing issues.

Just half a percent

If you save $5,000 a year for 40 years and make only 8% (the “small” mistake), you’ll retire with about $1.46 million. But if you earn 8.5% instead, you’ll retire with nearly $1.7 million. The additional $230,000 or so may not seem like enough to change your life, but that additional portfolio value is worth more than all of the money you invested over the years. Result: You retire with 16% more.

Your gains don’t stop there. Assume you continue earning either 8% or 8.5% while you withdraw 4% of your portfolio each year and that you live for 25 years after retirement. If your lifetime return is 8%, your total retirement withdrawals are just shy of $2.5 million. If your lifetime return is 8.5% instead, you withdraw about $3.1 million. That’s an extra $600,000 for your “golden years,” a bonus of three times the total dollars you originally saved.

Your heirs will also have plenty of reasons to be grateful for your 0.5% boost in return. If your lifetime return was 8%, your estate will be worth about $3.9 million. If you earned 8.5% instead, your estate is worth more than $5.1 million.

Keep your investment costs low.
Slowly increasing your savings rate over time.
Consistently saving while treating investment contributions like a periodic bill payment.
Bettering your career prospects to increase your income over time.
Avoiding behavioral investment mistakes which can act as a counterweight to the benefits of compounding.

Curated Insights 2018.04.01

Amazon is already reshaping health care

All three of the biggest U.S. PBMs will be tied to three of the country’s biggest insurers. CVS, Express Scripts, and UnitedHealth process more than 70 percent of all U.S. prescriptions. Post-merger, three companies will insure more than 90 million people in some capacity, process more than 3.5 billion prescription claims, and generate more than $500 billion in revenue.

The merging companies have claimed huge cost savings will flow to consumers from these deals, but I’m skeptical. Research suggests costs can actually end up rising in some cases of health-care consolidation. Less competition means more pricing power for the companies that remain. Markets with more insurers have lower premiums, while prices rise when hospitals buy physician groups. Though these are vertical deals, they will add to the market power of major players in already heavily consolidated industries, which seems like a recipe for monopolistic behavior.

Regulation could protect Facebook, not punish it

If the government instituted new rules for tech platforms collecting persona information going forward, it could effectively lock in Facebook’s lead in the data race. If it becomes more cumbersome to gather this kind of data, no competitor might ever amass an index of psychographic profiles and social graphs able to rival Facebook’s.

We’ve already seen that first-time download rates aren’t plummeting for Facebook, its App Store ranking has actually increased since the Cambridge Analytica scandal broke, and blue chip advertisers aren’t bailing, according to BuzzFeed. But Facebook relies on the perception of its benevolent mission to recruit top talent in Silicon Valley and beyond.


Facebook knows literally everything about you

But my favorite thing is probably peer-to-peer payments. In some countries, you can pay back your friends using Messenger. It’s free! You just have to add your card to the app. It turns out that Facebook also buys data about your offline purchases. The next time you pay for a burrito with your credit card, Facebook will learn about this transaction and match this credit card number with the one you added in Messenger. In other words, Messenger is a great Trojan horse designed to learn everything about you.

There’s one last hope. And that hope is GDPR. Many of the misleading things that are currently happening at Facebook will have to change. You can’t force people to opt in like in Messenger. Data collection should be minimized to essential features. And Facebook will have to explain why it needs all this data to its users. If Facebook doesn’t comply, the company will have to pay up to 4 percent of its global annual turnover. But that doesn’t stop you from actively reclaiming your online privacy right now.


How Facebook helps shady advertisers pollute the internet

Those who were caught and banned found that this was only a minor setback—they just opened new Facebook accounts under different names. Some affiliates would buy clean profiles from “farmers,” spending as much as $1,000 per. Others would rent accounts from strangers or cut deals with underhanded advertising agencies to find other solutions.

Affiliates say Facebook has sent mixed signals over the years. Their accounts would get banned, but company salespeople would also come to their meetups and parties and encourage them to buy more ads. Two former Facebook employees who worked in the Toronto sales office said it was common knowledge there that some of their best clients were affiliates who used deception. Still, the sources said, salespeople were instructed to push them to spend more, and the rep who handled the dirtiest accounts had a quota of tens of millions of dollars per quarter.

How Alibaba and Tencent became Asia’s biggest dealmakers

The reach of Tencent and Alibaba in their home market dwarfs that of the big tech groups in the US. While the latter accounts for less than 5 per cent of all venture capital flows in their home market, Alibaba and Tencent account for 40-50 per cent of venture capital flows in mainland China, according to data from McKinsey.

The downside is that their new investors might have different agendas than simply the financial performance of the new companies. The risk is that Alibaba and Tencent might be willing to sacrifice their interests in the companies they back if their own goals shift.

But he worries that entrepreneurs might also be forced to prematurely choose sides in the rivalry between the competing ecosystems of one or the other internet giants in ways that can leave a young company exposed.


SoftBank Vision Fund CEO explains plan to build the biggest network of tech companies in the world

The fund aims to be the largest shareholder in 100 technology companies around the world after it has finished investing all of its money, he said. The goal is to create the biggest ecosystem of tech companies in the world.

Part of the strategy will include investments strategically moving operations beyond their home markets and into other countries, where they can be linked with other holdings in the fund, Misra said. The fund will actively push many of its investments to work with each other, creating a web of companies controlled, or heavily influenced, by SoftBank and its CEO Masayoshi Son, Misra said.

Dropbox and Box were never competitors

Vast majority of Dropbox’s combined business and consumer revenue of more than a $1 billion came from consumers. Dropbox has always offered an attractive consumer storage tool. “Dropbox is primarily a consumer company with 500 million users, [with] only about 300,000 teams using their business offering.” For now though, even with this business push, Pelz-Sharpe points out that most of Dropbox’s business customers are small teams of 3 or more people with a dash of larger implementations. “Nor are people building much on top of Dropbox in the way of business applications – it remains primarily a very efficient file sharing system,” he explained.

This in contrast to Box, which has been working primarily with large enterprise companies for years to solve much more complex problems around content. Aaron Levie from Box said he’s absolutely rooting for Dropbox, but they have always been going after different markets, since Box decide to go enterprise about two years into its existence. “We are fundamentally building two very different companies. Both are large markets. While there is no limit to the scale they could become, we have built a very different business around how do you serve [large companies] and deal with unstructured company data — and it’s a very different product set [from Dropbox],” Levie told TechCrunch.


Micron: You don’t know how big this memory stuff is, says Instinet

DRAM and NAND storage have become the choke point in system level performance across multiple applications; cloud vendors, for example, are boosting memory content to speed up performance. These cloud companies are very sophisticated about hardware architecture. Vendors are spending tremendous amounts of capital to reduce wait times in servers. This means maximizing the amount of memory around the processor and greater use of NAND flash.

Robots could replace surgeons in the battle against cancer

Moll says he focused on lung cancer for two reasons. It’s the deadliest cancer, killing 1.7 million people a year globally, according to the World Health Organization. (That’s double the next-highest total, for liver cancer.) And it’s the perfect proving ground, he says, for medical robots.

No medical regulator in the world has approved fully robotic surgery, so for now surgeons who sign up for Auris’s pilot program will drive the bot. The doctor guides the scope through the lung, starting in the trachea, with a video screen to help navigate. A camera view is on the screen’s left side, and a CT-scan-created map and turn-by-turn directions are on the right. Auris tracks the probe’s precise location, in part, by comparing data from the camera view to the 3D map, and by using an electromagnetic sensor that works a bit like a miniature GPS. The idea is to collect data after every surgery and feed it back into the navigation software, improving it over time.

Say goodbye to the information age: it’s all about reputation now

We are experiencing a fundamental paradigm shift in our relationship to knowledge. From the ‘information age’, we are moving towards the ‘reputation age’, in which information will have value only if it is already filtered, evaluated and commented upon by others. Seen in this light, reputation has become a central pillar of collective intelligence today.

Curated Insights 2018.02.18

Amazon’s latest ambition: To be a major hospital supplier

The pilot is customized for the hospital system’s catalog of supplies, the official said, allowing employees to compare prices the system negotiates with its distributors against those in the Amazon Business marketplace. In response to questions about these efforts, Amazon said it is building technology to serve health-care customers, and seeking to sell hospitals on a “marketplace concept” that differs from typical hospital purchasing, which is conducted through contracts with distributors and manufacturers.

So far, some hospitals have been reluctant to buy supplies from Amazon Business, for reasons including lack of options and lack of control over purchases and shipping, which hospitals closely safeguard to ensure prompt arrival of goods.

Hospitals typically contract for assurances that products will be available and delivered securely, she said. “It’s a little different than being out of a size 6 dress. I can’t be out of a six French catheter,” said Ms. McCready, who oversees the hospital system’s $3 billion annual budget for supplies, contract services and pharmaceuticals. Ensuring continuity of product supply is also crucial, said Donna Drummond, Northwell’s senior vice president of consolidated business services. When doctors and nurses reach for a familiar product, they know its specifications. Jumping online to look for the best deal could disrupt that continuity, she said. Northwell is “not ready to move from our current model,” Ms. Drummond said, but added: “We are open to a competitive market.”

Fees and administration, marketing and shipping costs account for an estimated 20% to 30% of health-care supply costs, according to a November research report by Citigroup Global Markets Inc. “There’s a lot of people with fingers in the pie,” said Rob Austin, an associate director with Navigant Consulting Inc. and former hospital supply-chain executive. “There is a huge opportunity.”


Amazon threat has Maersk racing to stop clients becoming rivals

It’s not just a question of a smooth delivery, said Skou. Giant retailers like Amazon also want better information about shipments to manage supply chains as effectively as possible. Maersk is rolling out a new digitization strategy to modernize an industry in which bookings often still take place by phone. Last month, it formed a joint venture with IBM to develop the use of blockchain technology to manage and track cross-border trade.

“The ability of Maersk to understand the market and integrate with a big company like Amazon is very clever,” Benito said. “They realize that Amazon can be a disruptor, so it’s better to try and work together.”

How delivery apps like Seamless and Uber Eats may put your favorite restaurant out of business

In 2016, delivery transactions made up about seven per cent of total U.S. restaurant sales. In a research report published last June, analysts at Morgan Stanley predicted that that number could eventually reach forty per cent of all restaurant sales, and an even higher percentage in urban areas and among casual restaurants, where delivery is concentrated. Companies like GrubHub maintain that the revenue they bring restaurants is “incremental”—the cherry on top, so to speak, of whatever sales the place would have done on its own. They also argue that delivery orders are a form of marketing, exposing potential new customers who might convert to lucrative in-restaurant patrons. The problem is that as consumers use services like Uber Eats and Seamless for a greater share of their meals, delivery orders are beginning to replace some restaurants’ core business instead of complementing it. (In the Morgan Stanley survey, forty-three per cent of delivery patrons said that a meal they ordered in was replacing one they would have otherwise eaten at a restaurant.) And, as delivery orders replace profitable takeout or sit-down sales with less profitable ones—ostensibly giving restaurants business but effectively taking it away—the “incremental” argument no longer holds. “It’s total bullshit, and you can quote me on that,” Justin Rosenberg, the C.E.O. of the Philadelphia-based fast-casual chain Honeygrow, told me. “I’ve spoken to C.F.O.s of bigger fast-casuals, and they’ve said the same thing.”

It’s worth noting that, even while charging restaurants steep rates, most delivery platforms are not yet profitable, either. Their hope is that order volumes will one day become high enough—and couriers will deliver enough orders per hour—to push them into the black.


Airbnb reportedly built an internal hedge fund that makes $5 million per month

According to Bloomberg, Tosi “quietly built a hedge fund within the company’s finance department. He used a portion of capital from the balance sheet to buy stocks, currencies, and fixed-income securities, mimicking the treasury fund he ran at Blackstone. The side project represented 30 percent of the company’s cash flow last year and made about $5 million a month for Airbnb, the people said.”

New DNA nanorobots successfully target and kill off cancerous tumors

“Using tumor-bearing mouse models, we demonstrate that intravenously injected DNA nanorobots deliver thrombin specifically to tumor-associated blood vessels and induce intravascular thrombosis, resulting in tumor necrosis and inhibition of tumor growth,” the paper explains.

DNA nanorobots are a somewhat new concept for drug delivery. They work by getting programmed DNA to fold into itself like origami and then deploying it like a tiny machine, ready for action.

Saving for old age: the global story (part II)

This country for old men and women would have had 222m people in it, assuming it was launched at the end of 2015. Assume all Chinese move there on their 60th birthday, and by 2025 you would expect the population of Oldland to be 300m.

It is well known that savings rates in China are already high. If greater portions of these savings are shifted into a funded pensions infrastructure which looks anything like that of the US, this would boost demand for the kinds of assets pension funds usually buy: stocks and bonds.

It may already be happening. The Willis Towers Watson report states that China has the fastest compound annual growth rate of pension assets over the past five years, at 18 per cent. The second highest, at 13 per cent, is South Korea. The third is Hong Kong, at 10 per cent (HK also has the fastest 10 year growth rate — there is no such figure for China).

Audio boom: how podcasters make a living

The defining year for podcasting was perhaps 2014, when NPR launched Serial, a true-crime series that became a global phenomenon and the fastest podcast to reach 5m downloads on iTunes. It triggered a wave of wannabes. That year, Apple installed the podcast app into its operating system — suddenly iPhones had podcasts on the home screen. Today there are more than 500,000 active shows on iTunes, including content in more than 100 languages.

In 2006, only 22 per cent of Americans had heard the term “podcasting”, according to Edison Research and Triton Digital. Last year it was 60 per cent. Thirty-one per cent of 25- to 54-year-olds said they had listened to a podcast in the past month compared with 16 per cent four years earlier. Networks such as Gimlet, or the crowdfunded Radiotopia, have helped to professionalise podcasts by attracting large audiences and advertising revenues.


An ‘iceberg’ of unseen crimes: Many cyber offenses go unreported

To many criminologists, academics and law enforcement leaders, crimes like car theft are anachronisms in a modern era in which the internet’s virtual superhighways have supplanted brick-and-mortar streets as the scenes for muggings, prostitution rings or commercial burglaries. They see dips in traditional violence and larceny as offset by a twin phenomenon: A surge in the evolving crimes of the digital era, and the fact that they are not fully captured in law enforcement’s reporting systems.

The wealth of Sapiens

True wealth is not money. It’s the option to buy what you truly need. If money can’t buy what you need, you’re on even footing with the poorest person out there. Wealth is a society where you can trust complete strangers with your child’s life. Wealth is having friends, colleagues and family who support you. Who take care of the things you can’t, without hesitation. Wealthy is when strangers rent you cars for 1-way trips at 3am over the internet.

Curated Insights 2017.12.17

Disney and Fox

With an increasingly high-profile brand, large user base, and ever deeper pockets, Netflix moved into original programming that was orthogonal to traditional programming buyers: creators had full control and a guarantee that they could create entire seasons at a time Each of these intermediary steps was a necessary prerequisite to everything that followed, culminating in yesterday’s announcement: Netflix can credibly offer a service worth paying for in any country on Earth, thanks to all of the IP it itself owns. This is how a company accomplishes what, at the beginning, may seem impossible: a series of steps from here to there that build on each other. Moreover, it is not only an impressive accomplishment, it is also a powerful moat; whoever wishes to compete has to follow the same time-consuming process.

Another way to characterize Netflix’s increasing power is Aggregation Theory: Netflix started out by delivering a superior user experience of an existing product (DVDs) to a dedicated set of customers, leveraged that customer base to gain new kinds of supply (streaming content), gaining more customers and more supply, and ultimately leveraged those customers to modularize supply such that the streaming service now makes an increasing amount of its content directly. What Disney is seeking to prove, though, is that it can compete with Netflix directly by following a very different path.

The implication of Netflix’s shift to original programming, though, isn’t simply the fact that the streaming company is a full-on competitor for cable TV: it is a competitor for differentiated content as well. That gives Netflix far more leverage over content suppliers like Disney than the cable companies ever had.

Netflix isn’t simply adding customers, it is raising prices at the same time, the surest sign of market power. Therefore, the only way for Disney to avoid commoditization is to itself go vertical and connect directly with customers: thus the upcoming streaming service, the removal of its content from Netflix, and, presuming it is announced, this deal.

Whereas Netflix laddered-up to its vertical model and used its power as an aggregator of demand to gain power over supply, Disney is seeking to leverage — and augment — its supply to gain demand. The end result, though, would look awfully similar: a vertically integrated streaming offering that attracts and keeps customers with exclusive content, augmented with licensing deals.

In addition, Disney and 21st Century Fox combined for 40% of U.S. box office revenue in 2016; that probably isn’t enough to stop the deal, and as silly as it sounds, don’t underestimate the clamoring of fans for the unification of the Marvel Cinematic Universe in swaying popular opinion!

GM’s latest weapon in pickup truck wars: Carbon fiber

Pickup sales represent about 16% of the U.S. market, but delivered the bulk of the $25 billion in operating profit Detroit’s Big Three auto makers earned in North America last year, according to analysts. J.D. Power estimates GM’s large pickups fetch $43,220 on average, up about 30% from five years ago, but below the $45,000 transactions on Ford’s F-Series.

Trucks represent a unique challenge for Detroit. Buyers expect ample power to haul boats and construction gear, but regulators are demanding more efficient designs over the next seven years to reduce greenhouse-gas emissions and improve fuel economy. That thinking underpinned Ford’s use of aluminum for the market-leading F-Series, which Environmental Protection Agency officials have said they see as already nearly meeting 2025 fuel-economy standards.

Carbon fiber is at least 50-75% lighter than steel and 20-50% lighter than aluminum, depending on the type, according to Ducker Worldwide, a materials consultancy that works with auto makers. It would improve dent resistance and give GM a differentiating feature in the fierce realm of truck marketing, said Richard Schultz, a metals expert at Ducker.

Researchers train robots to see into the future

These robotic imaginations are still relatively simple for now – predictions made only several seconds into the future – but they are enough for the robot to figure out how to move objects around on a table without disturbing obstacles. Crucially, the robot can learn to perform these tasks without any help from humans or prior knowledge about physics, its environment or what the objects are. That’s because the visual imagination is learned entirely from scratch from unattended and unsupervised exploration, where the robot plays with objects on a table. After this play phase, the robot builds a predictive model of the world, and can use this model to manipulate new objects that it has not seen before.

The system uses convolutional recurrent video prediction to “predict how pixels in an image will move from one frame to the next based on the robot’s actions.” This means that it can play out scenarios before it begins touching or moving objects.

China has been building what it calls “the world’s biggest camera surveillance network”. Across the country, 170 million CCTV cameras are already in place and an estimated 400 million new ones will be installed in the next three years.

Many of the cameras are fitted with artificial intelligence, including facial recognition technology. The BBC’s John Sudworth has been given rare access to one of the new hi-tech police control rooms.

World’s largest water diversion plan won’t quench China’s thirst

It’s China’s age-old dilemma: a tug of war between the farms that help feed the nation, and the soaring demands of industry and city-dwellers in the parched northern plains.

Beijing, which gets about 70 percent of its water from the South-North diversion project, is expected to add another 2 million people before the government caps the city’s population at 23 million.

One way to stem the reduction in groundwater is taxes. Last month, the government expanded a water resource tax trial to cover nine municipalities and provinces, with duties ramping up if quotas are exceeded. Regular water tax rates were highest in Beijing and Tianjin, according to China’s finance ministry, and water from underground will be taxed at twice the rate or more than for surface water.

Another option is to import food that requires a lot of moisture to grow — nearly half of China’s farmland has no irrigation system. That’s not straightforward, as China also has a long-standing food-security policy that aims to be largely self-sufficient in staple grains.

Each ton of imported wheat saves China about 500 cubic meters of water and 0.4 acres of farmland, Fang said. The country is already the world’s largest importer of soybeans, but could buy more, as well as meat and dairy products, she said. But an increase in grain imports would put a further strain on global food markets. China’s soybean demand has prompted farmers in Brazil to turn over some 13 million hectares of farmland and forest to growing the crop in the past 10 years, an area about the size of Germany.

Still, in many cases there’s little incentive for farmers to save water. Agriculture uses 62 percent of China’s water, but crops have a relatively low marginal value. So the government bans the sale of agricultural water to industry, which pays 10 times the price, to ensure food supply.


A caution from the world’s biggest shipping line

Decade-old oversupply issues swamped demand for containerized sea trade in the third quarter, a senior official at Maersk Line Ltd. said in an interview last week. Over 90 percent of trade is routed through ships, making the industry a bellwether for the worldwide economy.

Drewry Shipping Consultants expects the container-shipping freight growth rate to drop to less than 10 percent in 2018 from around 15 percent in 2017 as a supply glut hits home. CMA CGM, the No. 3 container shipping company, recently signaled slightly lower rates for 2018 in early negotiations of Asia-Europe contracts, analysts at Credit Suisse Group AG wrote in a Nov. 29 note.

In contrast, the air-freight market is buoyant after years in the doldrums, International Air Transport Association said last week. The development of e-commerce should mean growth rates remain ahead of the pace of expansion in world trade.


The world produces more than 3.5 million tons of waste a day – and that figure is growing

The world generates at least 3.5 million tons of solid waste a day, 10 times the amount a century ago, according to World Bank researchers. If nothing is done, that figure will grow to 11 million tons by the end of the century, the researchers estimate. On average, Americans throw away their own body weight in trash every month. In Japan, meanwhile, the typical person produces only two-thirds as much. It’s difficult to find comparable figures for the trash produced by mega-cities. But clearly, New York generates by far the most waste of the cities I visited: People in the broader metropolitan area throw away 33 million tons per year, according to a report by a global group of academics published in 2015 in the journal of the National Academy of Sciences. That’s 15 times the Lagos metropolitan area, their study found.


Salmon open flood gates for human consumption of GM animals

Engineered to grow at twice the rate of regular salmon, it is also believed to be the first example of a genetically engineered animal bred and sold for human consumption.


The main advantage of the salmon’s shorter lifespan is that the fish can be grown in tanks inland, vastly reducing the cost of transportation and the burden on the environment. “Demand for global protein is increasing,” he says. “We have to do a better job and we have to do it efficiently.”

One area Professor Muir regards as promising is the creation of genetically modified goats’ milk by scientists at the University of California, Davis, which carries a protein found in human breast milk that could, for example, help protect children in the developing world from bacterial infection.

More moats, more profits

Some businesses, however, have structural advantages that enable a stronger defense against competition, enabling high profits over an extended period. As competitive advantages have improved for the leading firms, we believe the ability to shield profits from normal competition has increased, enabling higher overall profits. The high concentration of wide and narrow moats among the largest 100 firms suggests that their elevated profit margins partly reflect the successful defense of competitive positions. In analysis looking at the past 10 years, wide-moat firms have generated more than triple the operating margins of no-moat firms, while narrow-moat firms have posted more than double the returns of no-moat companies. As the moat rating improves, the margins expand, supporting the importance of moats in protecting profits.

Beyond the global growth, the current phase of industrialization also supports more moats. As industrialization has moved from mechanical and mass production to information technology, we have seen an expansion in moats, especially in intangible assets and switching costs. Further, as we move into the next phase of industrialization focused on networking and the exchange of data between machines and humans,3 we expect more growth in profits supported by network effects. Several of the largest companies, including wide-moat firms with strong network effects Alphabet, Facebook, Amazon.com, Alibaba, and Tencent, didn’t exist 30 years ago and now represent more than 10% of the market capitalization of the top 100 firms.

The blockchain economy: A beginner’s guide to institutional cryptoeconomics

But a database still relies on trust; a digitised ledger is only as reliable as the organisation that maintains it (and the individuals they employ). It is this problem that the blockchain solves. The blockchain is a distributed ledgers that does not rely on a trusted central authority to maintain and validate the ledger.

A better metaphor for the blockchain is the invention of mechanical time. “The effect of the reduction in the variance of time measurement was felt everywhere”, Allen writes. Mechanical time opened up entirely new categories of economic organisation that had until then been not just impossible, but unimaginable. Mechanical time allowed trade and exchange to be synchronised across great distances. It allowed for production and transport to be coordinated. It allowed for the day to be structured, for work to be compensated according to the amount of time worked — and for workers to know that they were being compensated fairly. Both employers and employees could look at a standard, independent instrument to verify that a contract had been performed.

Complete contracts are impossible to execute, while incomplete contracts are expensive. The blockchain, though smart contracts, lowers the information costs and transactions costs associated with many incomplete contracts and so expands the scale and scope of economic activity that can be undertaken. It allows markets to operate where before only large firms could operate, and it allows business and markets to operate where before only government could operate.

The blockchain and associated technological changes will massively disrupt current economic conditions. The industrial revolution ushered in a world where business models were predicated on hierarchy and financial capitalism. The blockchain revolution will see an economy dominated by human capitalism and greater individual autonomy.

Curated Insights 2017.11.12

(Guardian: Apple secretly moved parts of empire to Jersey after row over tax affairs)
(BBC: Paradise Papers: Apple’s secret tax bolthole revealed)
(Apple: The facts about Apple’s tax payments)

“US multinational firms are the global grandmasters of tax avoidance schemes that deplete not just US tax collection, but the tax collection of almost every large economy in the world.”

“Apple claims to be the largest US corporate taxpayer, but by sheer size and scale it is also among America’s largest tax avoiders … [It] should not be shifting its profits overseas to avoid the payment of US tax, purposefully depriving the American people of revenue.”

One theory is that AOE “bought” the rights owned by ASI taking advantage of an incentive called capital allowance. This means that if a multinational buys its own intellectual property through an Irish subsidiary, the cost of that purchase will generate many years of tax write-offs in Ireland.


This is how Amazon could invade the pharmacy business

Drug delivery would also add to the value of Amazon Prime membership. Customers who pay the $99-per-year price for Prime membership are its most loyal customers, and Amazon is constantly looking for ways to increase the value of membership to keep shoppers from using competitors.

In generics especially, there are numerous markups along the way that Amazon could eliminate or pare back to capture market share.

Amazon already owns wholesale distribution licenses in at least 13 states and could build its own pharmacy business from scratch, restructuring the drug supply chain in the process. For now, these wholesale licenses may be part of Amazon’s business-to-business sales effort, which would focus on hospitals, doctors’ offices and dentists. In the longer term, however, the drug-distribution licenses could be the first step in building a hub-and-spoke model for drugs that could eventually serve consumers.

There are thousands of different drugs and dosages with prices that vary widely among drugstores and insurance plans. This makes it hard for patients to know when they are getting the best deal.


Tesla hits bumps in pursuit of mass market

Potential problems uncovered include workers in its Fremont plant manually operating robots that should be automated, several cost overruns and delays from suppliers because of late changes to design specifications, and difficulties sequencing parts once they arrive at the plant leading to a large number of unfinished vehicles coming off the line.

 

In multiple instances, the company shipped cars from the factory that lacked key parts such as computer modules, digital displays, or even seats. These parts were flown to Tesla-owned dealers, who then assembled them into the vehicle before completing the shipments to customers, according to several people familiar with the practice.


 

Apple acquired InVisage with well over 100 patents on quantum dot technology for advanced cameras and beyond

Apple’s acquisition of InVisage is very exciting as iPhone cameras are becoming a key feature to keep their smartphones ahead of the pack. Advancing video will be very exciting to see come to the iPhone and beyond. Between the advances in Quantum Dot technology and depth cameras, they have expertise in many markets that Apple could tap into over time.

Why AI is the ‘new electricity’

The U.S. and China lead the world in investments in AI, according to James Manyika, chairman and director of the McKinsey Global Institute. Last year, AI investment in North America ranged from $15 billion to $23 billion, Asia (mainly China) was $8 billion to $12 billion, and Europe lagged at $3 billion to $4 billion. Tech giants are the primary investors in AI, pouring in between $20 billion and $30 billion, with another $6 billion to $9 billion from others, such as venture capitalists and private equity firms.

Where did they put their money? Machine learning took 56% of the investments with computer vision second at 28%. Natural language garnered 7%, autonomous vehicles was at 6% and virtual assistants made up the rest. But despite the level of investment, actual business adoption of AI remains limited, even among firms that know its capabilities, Manyika said. Around 40% of firms are thinking about it, 40% experiment with it and only 20% actually adopt AI in a few areas.

The reason for such reticence is that 41% of companies surveyed are not convinced they can see a return on their investment, 30% said the business case isn’t quite there and the rest said they don’t have the skills to handle AI. However, McKinsey believes that AI can more than double the impact of other analytics and has the potential to materially raise corporate performance.


Why multi-cloud is the next big thing in technology

Why has cloud become so indispensable to so many companies? Because pretty much every company has become a software company, and they all need to deliver their software faster and to more people than ever before.

Avoiding lock-in and saving cost; Differentiation; responding to cloud vendor pressure; resiliency, redundancy, performance and data sovereignty; M&A and consolidation; access to resources.

A recent survey by RightScale found that 85% of enterprises now have a multi-cloud strategy, up from 82% in 2016. This creates immense opportunities for startups that can help companies work seamlessly across various different cloud providers. Startups that promise cloud neutrality – not being locked into one particular vendor – will have significant advantage in this new battlefield.


A decade after DARPA: Our view on the state of the art in self-driving cars

Developing a system that can be manufactured and deployed at scale with cost-effective, maintainable hardware is even more challenging. We are innovating across the sensing hardware and software stack to lower costs, reduce sensor count, and improve range and resolution. There remains significant work to be done to accomplish these conflicting objectives and get the technology to reliably scale.

Testing stochastic systems requires a significant number of repetitions generated by real-world data for it to be representative. That means we must gather millions of miles of road experience to teach the software to drive with confidence. (Imagine needing to drive millions of miles to get your driver’s license!) But not all miles are created equal, so “accumulated miles” is not an expressive enough metric to track progress. Think of it this way: The skills you acquired learning to drive in a quiet Midwestern town will not translate should you find yourself driving in the heart of Manhattan.

We’re still very much in the early days of making self-driving cars a reality. Those who think fully self-driving vehicles will be ubiquitous on city streets months from now or even in a few years are not well connected to the state of the art or committed to the safe deployment of the technology. For those of us who have been working on the technology for a long time, we’re going to tell you the issue is still really hard, as the systems are as complex as ever.


How many robots does it take to fill a grocery order?

The U.K.’s biggest online grocer hit a milestone this year: Ocado Group Plc put together an order of 50 items, including produce, meat and dairy, in five minutes. Fulfilling a similar order at one of the company’s older facilities takes an average of about two hours. The secret: a fleet of 1,000 robots that scurry about a warehouse snatching up products and delivering them to human packers.


Thanks to Wall St., there may be too many restaurants

There are now more than 620,000 eating and drinking places in the United States, according to the Bureau of Labor Statistics, and the number of restaurants is growing at about twice the rate of the population.

“Everybody thinks their brand has what it takes to succeed in the marketplace. You look at a location that looks good, but everybody is looking at the same place and they all come in, and the result is you get oversaturation.”

Sales at individual chain restaurants, compared with a year earlier, began dropping in early 2016, analysts reported. A majority of restaurants reported sales growth in just four of the last 22 monthly surveys from the National Restaurant Association. Before that, most restaurants had reported growth for 20 consecutive months, from March 2014 through October 2015, the survey found. As Americans work longer hours and confront an ever-growing array of food options, they are spending a growing share of their food budget — about 44 cents per dollar — on restaurants.

The shuttering of restaurants could have a major impact on the labor market. Since 2010, restaurants have accounted for one out of every seven new jobs, and many restaurateurs complain that it has become increasingly difficult to hire and retain workers.


Menu prices will tell the future of inflation

Take a company like the Cheesecake Factory. In its third-quarter earnings report back in 2013, when the labor market was looser, labor costs represented 32.1 percent of revenue. Operating margins were 8.2 percent. Fast forward to the third-quarter earnings report this year. Labor costs had risen to 34.9 percent of revenue, and operating margins had shrunk to 6.2 percent. In its conference call, the company guided wage growth in 2018 to 5 percent, in line with many of its peers. As labor pressures have eaten into margins and profits, perhaps not surprisingly, the company’s stock is flat over the past four years.

Lucky for the restaurant industry, even while labor costs have been rising, food costs have been falling. Cheesecake Factory’s cost of sales as a percentage of revenue has fallen to 22.9 percent, from 24.0 percent in the third quarter of 2013. Without this, margins would be even lower.

The cost of eating out has been going up at a rate of only 2.4 percent per year, less than wage growth in the industry.

Jeff Bezos’s guide to life

On raising kids: Jeff and his wife let their kids use sharp knives since they were four and soon had them wielding power tools, because if they hurt themselves, they’d learn. Jeff says his wife’s perspective is “I’d much rather have a kid with nine fingers than a resourceless kid.”

…decided “the best way to think about it was to project my life forward to age 80” and make the decision that “minimized my regrets. You don’t want to be cataloguing your regrets.” And while you might feel remorse for things you did wrong, he said more often regrets stem from the “path not taken” like loving someone but never telling them. “Then it was immediately obvious” that he should leave to start Amazon. “If it failed, I would be very proud when I was 80 that I tried.”

On space entrepreneurship: The key to opening the opportunities of space is reducing the price of getting objects out of Earth’s gravity. “We have to lower the cost of admission so thousands of entrepreneurs can have startups in space, like we saw with the Internet”, noting how web companies exploded in popularity as infrastructure costs came down.


Peak farmland, peak timber, peak car travel, peak child

About 1970 a great reversal began in America’s use of resources. Contrary to the expectations of many professors and preachers, America began to spare more resources for the rest of nature, first in relative and more recently in absolute amounts. A series of decouplings is occurring, so that our economy no longer advances in tandem with exploitation of land, forests, water, and minerals. American use of almost everything except information seems to be peaking, not because the resources are exhausted, but because consumers changed consumption and producers changed production. Changes in behavior and technology liberate the environment. – Nature Rebounds, Jesse Ausubel

Curated Insights 2017.11.05

This company’s robots are making everything and reshaping the world

Earlier this year, during one of Fanuc’s rare open houses, Vice President Kenji Yamaguchi told investors that about 80 percent of the company’s assembly work is automated. “Only the wiring is done by engineers,” he said. And when you have lots of efficient robots making your other robots, you can sell those robots more cheaply—about $25,500 for a new Robodrill. (You can find a well-used older model on EBay for $8,500.) Volkswagen Group, for instance, pays about 10 percent less for Fanuc robots than it paid for ones it previously purchased from Kuka AG, a German company.

Fanuc manages to offer these savings while maintaining 40 percent operating profit margins, a success that Yamaguchi also traced to the company’s centralized production in Japan, which is made possible, even though most of its products are sold outside the country, by the 243 global service centers that keep its robots operational. The company even profits from its competitors’ sales, because more than half of all industrial robots are directed by its numerical-control software. Between the almost 4 million CNC systems and half-million or so industrial robots it has installed around the world, Fanuc has captured about one-quarter of the global market, making it the industry leader over competitors such as Yaskawa Motoman and ABB Robotics in Germany, each of which has about 300,000 industrial robots installed globally. Fanuc’s Robodrills now command an 80 percent share of the market for smartphone manufacturing robots.

Orders from the U.S., though, are dwarfed by those from China—some 90,000 units, almost a third of the world’s total industrial robot orders last year. Sales to China amounted to about 55 percent of the $5 billion Fanuc’s automation unit generated in the fiscal year ended March 2017. The International Federation of Robotics estimates that, by 2019, China’s annual industrial robot orders will rise to 160,000 units, suggesting Fanuc will be insulated from any slowdown in the world’s second-largest economy. Yoshiharu told investors at his most recent Q&A session in April that the company expects demand in China to outstrip supply even after Fanuc opens a factory next August in Japan’s Ibaraki prefecture. The facility will be dedicated solely to keeping up with Chinese demand.

The result of Nishikawa’s insight was the Fanuc Intelligent Edge Link and Drive, or Field. The system, introduced in 2016, is an open, cloud-based platform that allows Fanuc to collect global manufacturing data in real time on a previously unimaginable scale and funnel it to self-teaching robots.


Apple should shrink its finance arm before it goes bananas

Apple does not organise its financial activities into one subsidiary, but Schumpeter has lumped them together. The result—call it “Apple Capital”—has $262bn of assets, $108bn of debt, and has traded $1.6trn of securities since 2011.

Since Jobs died, its assets have risen by 221%, twice as fast as the company’s sales, reflecting Apple’s huge build-up of profits. Its investments are worth 32% of Apple’s market value, and its profits (investment income, plus gains on derivatives, less interest costs) have been 7% of Apple’s pre-tax profits so far this year. It is also sizeable compared with other financial firms. Consider four measures: assets, debt, credit exposure and profits.

In 2011 a majority of its assets were “risk-free”: cash or government bonds. Today 68% are invested in other kinds of securities, mainly corporate bonds, which Apple says are generally investment grade. The shift may explain why Apple’s annual interest rate earned on its portfolio (2%) is now higher than that of the four other Silicon Valley firms with money mountains, Microsoft, Alphabet, Cisco and Oracle. In total, they still have 66% of their portfolios squirrelled away in risk-free assets.

Its foreign operation swims in cash while its domestic one drowns in debt. Profits made abroad are kept in foreign subsidiaries. That way Apple does not pay the 35% levy America charges when earnings are repatriated. Some 94% of Apple Capital’s assets are “offshore” and cannot be tapped for ordinary purposes. The domestic business must do the hard work of paying for dividends and buy-backs. Its profits are not big enough to cover these, so it borrows. Domestic net debts have risen to $92bn, or five times domestic gross operating profits. Each year Apple must issue $30bn of bonds (including refinancing), similar to the average of Wall Street’s five largest firms.


To understand the benefits of tax reform, start by understanding Apple’s taxes

Now we have the numbers that answer the basic question: What accounts for the difference between what Apple pays and the official 35% rate? Page 56 of its 10K shows the numbers. Once again, if Apple had faced the full 35% rate, it would have paid $21.46 billion in federal taxes (as well as another $990 million to the states). Instead, it paid $10.444 billion in cash, and accrued $5.241 billion in U.S. tax owed on foreign profits, but deferred to be paid later. That’s the total of $15.685 billion that it booked in tax expense on its income statement. The difference between that number and the approximately $21.5 billion it would have paid at the 35% rate is the almost $5.6 billion exclusion for “indefinitely invested foreign earnings.”

Surprisingly, companies such as Apple with an extremely large proportion of foreign sales, could actually pay more U.S. taxes in cash each year under the current proposals. That’s because elimination of deferrals and the exception for reinvested earnings would sent more money to the Treasury even at the far lower minimum rate.

 

Google’s profits are exploding because the web is massive

The bigger the web grows, the more valuable Google becomes. And, with more than one billion websites in the world and more than 4 billion people with regular access to the Internet, finding your needle in that haystack is the fundamental problem of Internet use. As the tech writer Ben Thompson wrote, “Google is the king of aggregators because, when information shifted from scarcity to abundance, discovery became the point of leverage, and Google was better at discovery than anyone.”

Second, the migration of attention from print and television to the internet—both desktop and mobile—has created a advertising duopoly for Google and Facebook. As these slides from the last Kleiner Perkins internet presentation show clearly, mobile is the future of media attention and Facebook and Google’s share of digital ad revenue is growing faster than the rest of the industry combined.


How Google’s quantum computer could change the world

Early next year, Google’s quantum computer will face its acid test in the form of an obscure computational problem that would take a classical computer billions of years to complete. Success would mark “quantum supremacy,” the tipping point where a quantum computer accomplishes something previously impossible. It’s a milestone computer scientists say will mark a new era of computing, and the end of what you might call the classical age.

That potential is a result of exponential growth. Adding one bit negligibly increases a classical chip’s computing power, but adding one qubit doubles the power of a quantum chip. A 300-bit classical chip could power (roughly) a basic calculator, but a 300-qubit chip has the computing power of two novemvigintillion bits—a two followed by 90 zeros—a number that exceeds the atoms in the universe.

Volkswagen AG is testing quantum computers made by Canadian firm D-Wave Systems Inc. In March, the companies said that, using GPS data from 10,000 taxis in Beijing, they created an algorithm to calculate the fastest routes to the airport while also minimizing traffic. A classical computer would have taken 45 minutes to complete that task, D-Wave said, but its quantum computer did it in a fraction of a second.

Such a complex and expensive setup means that Google and its peers will likely sell quantum computing via the cloud, possibly charging by the second.


Google has a new plan for China (and it’s not about search)

Rather than another splashy product launch, Google’s latest China strategy is a grassroots effort focused on getting developers in the country trained and hooked on its AI building blocks. It’s similar to the way business software startups get employees using their services before corporate IT departments notice. Once the tools become popular, companies often accept the technology and sign up for full service.

It’s hard to find a place as fertile for AI as China. The country has one of the fastest growing TensorFlow developer communities in Asia, despite the fact that Google’s cloud services are unavailable there. The Chinese government has made AI a national priority. Scores of Chinese companies are deploying machine-learning systems — AI software that automatically adjusts to data — to update banking services, identify faces in crowds and control drones.

Beijing-based Wang Xiaoyu said TensorFlow was a vital tool for her podcast startup CastBox.FM. Developing her own tools would’ve required a team of 20 expensive machine-learning specialists. Instead, she turned to TensorFlow and hired a single Chinese PhD graduate with TensorFlow experience capable of producing the same results. Her company is now worth about $60 million with more than 8 million users downloading her app.

Ricky Wong, an investor who often works in China, analyzed the location of the first 5,000 developers to access the tools and found more came from Beijing than all of Silicon Valley.


Tech goes to Washington

I still believe that, on balance, blaming tech companies for the last election is, more than anything, a convenient way to avoid larger questions about what drove the outcome. And, as I noted, the fact is that tech companies remain popular with the broader public.

What this hearing highlighted, though, is the degree to which the position of Facebook in particular has become more tenuous. The fact of the matter is that Facebook (and Google) is more powerful than any entity we have seen before. Magnifying the problem is that, over the last year, Facebook has decided to “take responsibility”, and what is that but a commitment to exercise their control over what people see?

More broadly, it is hard to escape the conclusion that tech companies have been unable to resist the ring of power: the end game of aggregation is unprecedented control over what people see; the only way to handle that power without risking the abuse of it is a commitment to true neutrality. That Facebook, Twitter, and Google — which, by the way, holds just as much if not more power than Facebook, but without the attendant media scrutiny — have committed to fixing the Russian problem is itself more problematic than those urging they do just that may realize.

Inside Fort Botox, where a deadly toxin yields $2.8 billion drug

Scientists differ over how much of the toxin would be required to inflict massive damage. Data on the topic is scarce, and that may be intentional. But a study published in 2001 in the Journal of the American Medical Association said that a single gram in crystallized form, “evenly dispersed and inhaled, would kill more than 1 million people.” Experts are divided over what it would take to effectively weaponize the toxin, but the mere possibility of a botulism bomb has the U.S. government on edge. That puts Allergan in a remarkable position. The government’s vigilance enhances the company’s own secrecy, and together they give Botox a near-monopoly that is almost unassailable. Allergan says Botox has more than 90 percent of the market for medical uses of neurotoxins and 75 percent of the market for cosmetic uses.


Gene therapy helped these children see. Can it transform medicine?

Spark’s product, named Luxturna, is designed to help a subset of LCA sufferers with a mutation in a gene known as RPE65 — who number about 6,000 in northern America, Europe and the other developed markets the company hopes to enter. But its approval would have much broader implications for the way we fight sickness and disease. 

Drugs are designed to fight illnesses by cajoling the body, opening up one biological pathway or closing down another. Gene therapy takes a different approach, replacing the faulty or missing DNA that is causing the disease in the first place and helping the body fix itself. Because it tackles the illness at its biological root, it could offer a one-time treatment for an array of genetically driven conditions that have either had poor options or none at all, from haemophilia and Parkinson’s to Huntington’s disease, cystic fibrosis and myriad rare diseases. It opens up the possibility of that thing still so elusive in modern medicine: a cure. 


Patient deaths show darker side of modernized Chinese medicine

Having struggled for decades to rein in the sector, regulators have recently begun pushing for an overhaul of Chinese medicine injections, seeking to weed out unsafe and ineffective products. But the process could take up to a decade, given the complexity of these intravenous pharmaceuticals.

Still, due to the history of lax regulation, many injectables based on Chinese medicine haven’t been evaluated in strict scientific clinical trials. That means the reactions they set off in the body aren’t fully known. Chinese medicine is based on centuries of practical experience. But it is traditionally taken orally, which gives the digestive system a chance to shield patients from harmful chemicals. Injecting the concoctions into the bloodstream can heighten side effects.


This budget airline is buying seaplanes to reach areas others can’t

SpiceJet Ltd. is in talks with Japan’s Setouchi Holdings Inc. to buy about 100 amphibious Kodiak planes that can land anywhere, including on water, gravel or in an open field. The deal, valued at about $400 million, would help SpiceJet capitalize on Prime Minister Narendra Modi’s ambitious plan to connect the vast nation by air without waiting for billions of dollars in upgrades to colonial-era infrastructure.

India’s airlines handled 100 million domestic passengers last year, making it the No. 3 market behind China and the U.S. To handle growth, India will need at least 2,100 new planes worth $290 billion in the next 20 years, Boeing Co. estimates.

“The basic logic for this is that in India, we need last-mile connectivity,” Singh said. “The amphibian plane opens up a lot of areas, creates a lot of flexibility.”

“High-end tourists use amphibious aircraft at exotic locations all over the world,” said Amber Dubey, a New Delhi-based partner and India head of aerospace and defense at KPMG. “There’s no reason why it can’t be successful in India.”


This doctor turned $15,000 into a $1.6 billion beauty empire

“We focus on mid-end customers because they’re the biggest group of people,” said Suwin, who trained as a doctor before becoming an entrepreneur. “The high-end segment is small and very competitive.”

In mainland China, Beauty Community sells through online channels including Alibaba Group Holding Ltd.’s Tmall platform. The country’s beauty market is forecast to grow at an average of 9 percent a year until 2020, outpacing the 5 percent expansion expected in Thailand, according to Euromonitor.

Beauty Community is the ninth biggest company in Thailand’s cosmetics industry, with a 3.1 percent share of a fragmented market, according to Euromonitor. L’Oreal leads, with 12 percent, followed by direct sales company Better Way (Thailand) Co. and Estee Lauder Cos. The firm aims to have 450 shops domestically in the next three years, under brands such as Beauty Cottage and Beauty Buffet.


Debating where tech is going to take finance

The point of most innovations in consumer finance has been precisely to reduce its presence in our lives: Instead of talking to a bank teller to get money, you use an ATM. Instead of physically walking into a broker’s office to talk about which stocks to buy, you buy index funds through a web page. Or, now, you click to enroll in an app and it does all of your asset-allocating and stock-picking and tax-harvesting and so forth for you. I think that a lot of financial technology is heading in the direction of perfecting that vanishing act, so that in 20 years you’ll just think about financial things less than you do now.

The EU’s definitive defeat: digital tax plans and a declaration of surrender to Silicon Valley

The EU has a huge competitiveness issue already, and due to the eurozone’s lack of innovation, especially in its Mediterranean member states, the sovereign-debt crisis is never going to be resolved. The European Central Bank is, in some ways unlawfully, keeping Europe’s south afloat and will do so for some more time, but at some point there will be a crisis of unprecedented proportions–either an acute and dramatic crisis or an extended depression from which the eurozone as an economic area won’t really recover.

By now the EU appears to have given up on its ambitions for the digital economy. Instead, its focus is on a new tax that could lead to a full-blown trade war with the U.S. and would definitely harm European companies and consumers in the end.

There are structural reasons for which the EU not only lacks major players like Apple and Google but why it’s highly unlikely that any of its startups will, as an independent company, ever reach that level.

Unfortunately, the Commission’s tax initiative has drawn support even from normally libertarian, free-market and fiscally conservative parties such as Germany’s FDP, whose secretary-general said last week that she wants to impose higher taxes on the likes of “Apple, Google, and Facebook.”


China’s critical role in technology and geopolitics

There are 214 private companies in the world valued at $1 billion or more, known as unicorns. Slightly more than half (108) are,as you would expect, based in the United States, but 55 are in China, with the remaining 51 located in other countries throughout the world. Of the top ten unicorns, China has four (including numbers two and three) and the U.S. has six. China’s innovation has been engineering-based rather than science-based and it is consumer-focused and efficiency-driven. Baidu, Alibaba and Tencent together represent 16% of world net digital advertising revenue and 20% of world net mobile Internet ad revenue. Google and Facebook are the leaders with a combined 43% of net digital and 51% net mobile ad revenue.

China’s investment in research goes beyond information technology. Prior to 2010, the country committed almost $10 billion to research with biotechnology a focal point. The Chinese biotech industry has been growing at 30% and is valued at over $10 billion today. There are more than 580 biopharma companies. Chinese scientists have transformed normal adult cells into embryonic stem cells and produced live mice from these lab-produced cells. There are two major state funding sources – the State High-Tech Development Program and the Basic Research Program. China is the third largest filer of patents, after the United States and Japan.

An issue of concern for many investors is the level of Chinese debt, which has risen from 149% to 269% of GDP over the past decade. Increasing debt has accounted for two percentage points of China’s 7.25% growth from 2012 to 2016. There is also the worry that there are a number of non-performing loans on the books of the banks and “shadow” banks, but the adverse effects of these has been deferred by the country’s growth.


The conventional view of China’s problems may be all wrong: Q&A

If migrants are allowed to live and settle in cities and they spend as much as normal Chinese, the savings rate would fall. Consumption would increase by 2 or 3 percentage points of GDP, which is the entirety of the trade surplus.

What’s unique in China and doesn’t happen anywhere else is this migrant worker phenomenon. In any other country, you don’t have a hukou policy. Hukou is a link to savings, and then links to global trade surpluses. That’s a real strange link. This never would have been a logical way of thinking about it in any other country.

If you liberalize hukou, it reduces pressure to save. It increases your incentive or opportunity to consume. This increases demand for resources. It doesn’t require credit expansion or generation or stimulus. Therefore, you have GDP growth without debt buildup, which is exactly what you need. It’s a simple reform with tremendous impact. Allow people to live in Beijing and Shanghai where jobs pay more, and productivity will be higher.


Backlash against Chinese products ramps up in India

Two-way trade statistics tell the tale. India’s deficit with China has ballooned nine-fold over a decade to $49 billion in 2016 as China’s manufacturing edge stacks the odds against Prime Minister Narendra Modi’s three-year-old ‘Make-in-India’ program. The result: India’s current account deficit is worsening again, threatening the outlook for an economy already straining under the fallout of a snap ban on high-value notes a year ago and a new sales tax.

“The imbalanced trade relationship reflects the fact that India’s manufacturing sector remains strongly underdeveloped. Unless it is able to develop its manufacturing sector so that it can produce a large share of the growing demand for goods in its economy, India’s economic growth will be constrained by rising current account deficits and/or inflation and their consequences.”

“No one is capable of competing with the Chinese.”


Abandoned land in Japan will be the size of Austria by 2040

A private research group headed by a former government minister today warned that the area (link in Japanese) of vacant land and homes could by 2040 be as big as Japan’s northernmost island of Hokkaido—about 83,000 sq km (32,000 sq miles), or the size of Austria. The area is currently about 41,000 sq km, slightly bigger than Japan’s southern island of Kyushu.

Hiroya Masuda, the former minister who chaired the group, warned in a 2014 book that about 900 cities, towns, and villages in Japan would be extinct by 2040.

Singapore is finding it harder to grow, literally

By filling the sea along its coasts with imported sand, the tiny island nation has expanded its physical size by about 24 percent since 1960, according to data from the Singapore Land Authority.

The government has plans to continue expanding its land size and said in a 2013 proposal that it expects to increase its land size to 296 square miles by 2030 to further support economic and population growth.

Supersized family farms are gobbling up American agriculture

Farms with $1 million or more in annual sales—only 4% of the total—now produce two-thirds of the country’s agricultural output, the largest portion since the U.S. Agriculture Department’s census began tracking the statistic in the ’80s.

Three-quarters of America’s farmed cropland is controlled by 12% of farms, USDA data show. The number of million-dollar-plus revenue farms more than doubled between 1992 and 2015, while the ranks of smaller farms, with revenue between $350,000 and $999,999, fell by 5%, as farmers get older and have a hard time making consistent profits. USDA researchers, in a December report, said consolidation is likely to continue.

An average farm household in the Colby area needs income of at least $50,000 annually to get by, said Mr. Wood, the agricultural economist, which has become harder to generate from a smaller farm. “The big guys can cover their costs and have money left over to grow,” Mr. Wood said. Smaller farms, he said, “are going to struggle.”

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 2017.07.23

The limitations of deep learning

…the only real success of deep learning so far has been the ability to map space X to space Y using a continuous geometric transform, given large amounts of human-annotated data. Doing this well is a game-changer for essentially every industry, but it is still a very long way from human-level AI.

To lift some of these limitations and start competing with human brains, we need to move away from straightforward input-to-output mappings, and on to reasoning and abstraction. A likely appropriate substrate for abstract modeling of various situations and concepts is that of computer programs.


Machines poised to take over 30% of work at banks, McKinsey says

Cognitive technologies — applications or machines that perform tasks once requiring human thought — are now cheap enough that banks can deploy them across operations facilitating trades or other capital-markets business. Automating tasks will “free up capacity” for staff to focus on higher-value work, such as research, generating new ideas or tending to clients.

Machine learning — which uses algorithms to identify patterns in large sets of data — can help sales and trading staffs understand positions faster and predict what flows will look like.

Natural language processing can perform legal and regulatory tasks by scanning through records, emails and recordings to translate them into structured data.

Cognitive agents can act as in-house personal assistants or service centers; think of help desks for trading staffs that have issues with their systems.

Robotic process automation — in which machines handle repetitive tasks — is particularly effective in banks’ middle offices, where it can help with end-of-day valuations and extract data.

Smart workflow tools — including document scanning and automated data entry — can speed the process of signing up new clients.

Netflix provided a new set of documentation, along with its customary earnings report, discussing how it accounts for its spending on content

Netflix surges 11%: sub adds crush estimates; discloses ‘content accounting’

“In continued success, we will deploy increased capital in content, particularly in owned originals, and, as we have said before, we expect to be FCF negative for many years. Since our FCF is driven by our content investment, particularly in self-produced originals, we wanted to provide some additional context on our content accounting at our investor relations website.”

Amazon Prime and other subscription businesses: How do you value a subscriber?

“[Understanding] the actual unit economics in the underlying business…requires analyzing the ‘true’ contribution margin of the business; not simply looking at gross or net revenue and the proper contra-revenue treatment, and not even looking just at gross margin as defined by the company. Many companies embed costs that are truly variable (for instance customer support, marketing, credit card processing) below the gross margin line. If you want to know if the business model truly hunts, you must pay careful attention. Otherwise, you may have simply found a company that is simply selling dollars for $0.85.”


Amazon is buying products from some US retailers at full price to build global inventory

The new program, which follows a similar rollout in Europe, is the latest move by Jeff Bezos to build up a complete catalog, even if Amazon can’t make much money on the products in question. In some cases, Amazon is approaching these third-party merchants after the manufacturer has declined to distribute the products through Amazon.

“When items are unavailable in a particular geography, we provide customers with selection from another marketplace. This offers customers a wider selection of great brands and helps sellers increase sales.”


Vanguard, the Amazon of asset management

What Vanguard’s founder, Jack Bogle, and company do have going for them is a unique ownership structure. Fund investors double as the shareholders. This allows Vanguard to essentially operate at cost, spending incremental profit on lower fees.

Vanguard has benefitted from a killer combination in recent years—low cost and quality performance. This is because although the firm distributes ETFs and actively managed funds, they specialize in passive, index-based investing—a style which has surged in popularity amid widespread underperformance across the active manager community.

Investing is a game of probability. Why would anyone want to pay 6x more for a product with a 90% likelihood of being inferior? The average actively managed mutual fund fee is 0.72%—6x higher than Vanguard’s 0.12% annual fee. And roughly 90% of those funds are underperforming Vanguard’s ultra-cheap option.


In urban China, cash is rapidly becoming obsolete

Ant Financial and Tencent were set to surpass credit card companies like Visa and Mastercard in total global transactions per day in the coming year. The key is that both companies are able to provide payments on the cheap, partly by allowing smaller vendors to make use of a simple printout of a QR code or their phone, instead of an expensive card reader. A back-end system that stores a record of user accounts, instead of having to communicate with a bank, also keeps costs down.

As the country builds its entire consumer economy around two private smartphone payment platforms, it is slowly locking out people unable to get onto those networks, and locking itself into those companies.