Thought Starters: Uber, Machine Learning, “Alt-Right” Democracy and Globalisation

Thought Starters provides me with a chance to review and highlight some of the more  interesting (and hopefully well informed) opinions that I’ve read over the last few weeks. This edition is dominated by the fallout from the American elections with people looking at the reasons for the rise of such an unconventional candidate and a look at what we might expect from Donald Trump’s presidency:

Is the tide turning on Uber? There’s no disputing that the ridesharing model has become a key plank of our transport infrastructure. Question is will Uber’s pool of cash be enough to keep the company going until self driving cars arrive? Yves Smith and Eric Newcomer weigh in:

Published financial data shows that Uber is losing more money than any startup in history and that its ability to capture customers and drivers from incumbent operators is entirely due to $2 billion in annual investor subsidies. The vast majority of media coverage presumes Uber is following the path of prominent digitally-based startups whose large initial losses transformed into strong profits within a few years.

This presumption is contradicted by Uber’s actual financial results, which show no meaningful margin improvement through 2015 while the limited margin improvements achieved in 2016 can be entirely explained by Uber-imposed cutbacks to driver compensation. It is also contradicted by the fact that Uber lacks the major scale and network economies that allowed digitally-based startups to achieve rapid margin improvement.

Benedict Evans released the latest version of his Mobile is Eating the World presentation which looks at the growing synergies between mobile and machine learning, with a particularly focus on retail or automotive:

Lighting everything up with machine learning

Benedict’s presentation points to mobile apps as the dominant means for consumers to interacting with the digital world. As mobile becomes ubiquitous, we’re seeing consumers sticking to the apps they know according to research from Adobe in the US:

App abandoment is on the rise as consumers stick to the apps they know

Amazon is taking advantage of mobile technology to further automate the process of shopping with their soon to launch AmazonGo offering. Better experience for consumers, less employment for retail workers:

As mobile matures, we’re seeing the next gold rush emerging in machine learning. Sam DeBrule has pulled together a valuable collection of information sources if you’re keen to track developments in the sector as they increasingly spill over into the real world:

Machine Intelligence Startups & Tools

Providing a counterpoint to Silicon Valley boosterism is Om Malik’s column warning that technology doesn’t exist in a vacuum and that the startup sector needs to be more aware of these changes if it’s to avoid a major backlash:

“It is not just Facebook. It is time for our industry to pause and take a moment to think: as technology finds its way into our daily existence in new and previously unimagined ways, we need to learn about those who are threatened by it. Empathy is not a buzzword but something to be practiced. Let’s start by not raging on our Facebook feeds but, instead, taking a trip to parts of America where five-dollar lattes and freshly pressed juices are not perks but a reminder of haves and have-nots. Otherwise, come 2020, Silicon Valley will have become an even bigger villain in the popular imagination, much like its East Coast counterpart, Wall Street.”

Ryan Broderick tracks the rise of the “alt-right” in the US and Europe and how social media provides fertile ground for its growth.

“Facebook doesn’t want to challenge you, they don’t want to upset you, because they know that if you’re challenged on their platform, you wouldn’t want to use it as much,” Derakhshan said. “The very fact that you cannot show your reaction to anything you see on Facebook by saying that you agree or disagree or that it’s true or false and you can only show your emotions to it is very telling.”

UK’s telecommunications regulator regularly releases research looking at Britons’ use of media and technology. Their most recent report covers media use and attitudes among children and young people aged 5-15, providing a valuable window into where media is heading in the future:

Media used by children aged 5-14 at home

Pew Research’s research from the US point to ebooks market share as stabilising with a similar story for printed books. Another valuable finding is that consumers are now increasingly reading e-books on tablets, PCs and smartphones rather than just dedicated e-book readers:

Print books continue to be more popular than e-books or audio books

Americans have traditionally been strong believers in economic progress with the expectation that they will be better financially positioned than their parents. Research from Raj Chetty profiled by David Leonhardt points to this no longer being the case, a situation which is presumably leading to growing dissatisfaction with the political status quo:

Chance of making more money than your parents by age cohort in the US

Much has been made of Donald Trump’s call for bringing manufacturing back to the US with suggestions that he’ll bring in more protectionist trade policy. Mark Muro in his coverage of the American manufacturing points to how automation is seeing the sector become increasingly divorced from its blue colour labour roots:

More Output, Less Employment

Another initiative Donald Trump has been touting is investment in America’s infrastructure which is one area where the Democrats and Republicans could potentially find common ground…but the devil is in the details. Ronald A Klain’s analysis of the initiative suggests that it’s more likely to line the pockets of those already working on projects rather than providing a boost to employment:

First, Trump’s plan is not really an infrastructure plan. It’s a tax-cut plan for utility-industry and construction-sector investors, and a massive corporate welfare plan for contractors. The Trump plan doesn’t directly fund new roads, bridges, water systems or airports, as did Hillary Clinton’s 2016 infrastructure proposal. Instead, Trump’s plan provides tax breaks to private-sector investors who back profitable construction projects. These projects (such as electrical grid modernization or energy pipeline expansion) might already be planned or even underway. There’s no requirement that the tax breaks be used for incremental or otherwise expanded construction efforts; they could all go just to fatten the pockets of investors in previously planned projects.

China’s economic growth is unprecedented, but a darkening political climate has led to growing suggestions that this trend may be derailed in the future as the country adopts a more authoritarian stance:

% of world GDP from year 1700 to 2008

The rise of Donald Trump, Nigel Farage and Marie Le Pen among others points to a backlash against globalisation, but analysis from The Economist point to this trend not being shared by all countries:

Attitudes towards globalisation against change in GDP per person

Amanda Taub profiles Yascha Mounk’s research pointing to declining support for democracy among many developed countries, coinciding with the growth of the “Far Right”…Although Erik Voeten’s analysis suggests it’s not quite as severe as the graph below suggest:

Percentage of people who say it is “essential” to live in a democracy

Given the rise of the far right, Yale history professor Timothy Snyder’s 20 lessons from 20th century provides valuable advice on fighting a rise in authoritarianism  (even if it is aimed at an American readership):

1. Do not obey in advance. Much of the power of authoritarianism is freely given. In times like these, individuals think ahead about what a more repressive government will want, and then start to do it without being asked. You’ve already done this, haven’t you? Stop. Anticipatory obedience teaches authorities what is possible and accelerates unfreedom.

The Danish concept of hygge has become very much of the moment with its harking back to a simpler age but Charlotte Higgins suggests that the UK’s reinterpretation of the idea is not quite so healthy:

If, for Danes themselves, hygge has an element of fantasy – through the way it draws back from difficulties, difference and debate – then the British import is a fantasy of a fantasy. Hygge may be quintessentially Danish, but there is something utterly British about the nostalgic longing for the simple accoutrements of an earlier time – especially if it can be bought. At the same time, it is hard to deny that just at the moment, the most natural thing in the world is to want to huddle round the fire and wish the outside away. Settle in: it’s going to be a long winter.

The featured image is a MOMO mural from Sicily.

Who to follow on Twitter

There’s been a lot of talk in the press recently about Twitter’s move to an algorithmic feed. There’s definite potential if it eases the burden of sifting through our current feed but there’s a real risk that in doing so, Twitter might loose the ‘special sauce’ that makes it so attractive to its current users (it’s worth reading Adam D’Angelo on this).

I figured now might be a good time to give a plug for the Twitter accounts that provide me with a healthy signal to noise ratio and generally avoid double posting (my current pet hate).

Tech, Startups, Media and Marketing

Balaji S. Srinivasan tech analyst, CEO of 21 inc of, board partner of Andreessen Horowitz and blockchain fan.

Ben Thompson technology analyst behind the Stratechery blog and host of the Exponent podcast.

Benedict Evans technology analyst with a focus on mobile who is now working as partner at Andreessen Horowitz. Apparently not a great fan of cultural world of San Francisco despite living there.

Chris Dixon Hunch founder and another Andreessen Horowitz with pointers on the world of technology and startups.

Ian Maude UK based technology, media and internet analyst working for the Be Heard Group.

Marc Andreessen cofounder of Netscape, Loudcloud and now Andreessen Horowitz with strong opinions on technology, economics, the world of startups and politics (libertarian). Bit more noise to signal than the other recommendations.

Om Malik technology analyst, founder of GigaOm and now partner at True Ventures

News and Analysis

If You Only…  Matter cofounder Bobbie Johnson provides a recommended long form journalism read each day.

Max Roser: typically provides an antidote to the naysayers of the world with data that point to human development around the world.

The Economist Daily Charts: provides a regular feed of charts, maps and infographics shedding light on issues in the news.

Tim Harford, journalist who writes as the Undercover Economist at the Financial Times and presenter of More or Less on Radio 4. Great for shining light on some of the issues that matter.

Cycling

Inner Ring: providing updates on the Inner Ring website and announcements from the world of professional cycling

And Me…

Finally, if you’re interested in following me on Twitter, more digital content can be found here and if you like riding bikes there’s here as well.

The featured image is No Amnesia by Pastel in West Palm Beach, Florida, USA

Thought Starters: the outlook for the global and the Chinese economy, India’s middle class, the growing importance of migration and publishing in the digital age

Thought Starters provides me with a chance to look through articles, research and opinion pieces, highlighting interesting trends, developments and changes in the world you and I live in. This edition looks at forecasts for the year ahead, China’s economy and India’s middle class, migration’s growing role in contemporary societies, publishing in the digital age and lots more.

The Economist has published its forecast for the global economy which sees a further shift in momentum from emerging to developed markets, although India, China and Indonesia are seen as top performers:

Emerging markets losing their grips

Malcolm Scott takes a closer look at the slowdown in China’s economy, suggesting that it’s not nearly as significant as some of the more vociferous critics are suggesting:

China's slowdown in context

India as The Economist’s figures above suggest, is one of the powerhouses of the global economy and the country’s growing middle class is seen as providing enormous opportunities for local and international brands. The problem is there are wide variations in estimates of India’s middle class depending on the spending power you apportion to the Indian rupee as the Research Unit for Political Economy shows:

Some estimates of India's middle class

The Wall Street Journal in its profile of demographic trends has taken a closer look at the globe’s growing migrant population. Kim Mackrael and Charles Forelle in their broader analysis of immigration contrast Canada’s more assimilationist and economically driven policies with those of Europe. Whilst I’d argue that Europe is currently in a very different position to Canada due to its proximity to Syria, it does provide some valuable pointers as the continent faces an ageing population:

A growing migrant pool

Angus Hervey provides an important reminder that for many important human development indicators things are on the up (although this is certainly no argument for complacency). Among the indicators he points to are reductions in poverty, malnutrition, polio, infant mortality and AIDS deaths and improvements in universal education, internet access and financial inclusion:

Global poverty has reached a record low

Felix Salmon looks at the maturing of the fintech sector as it  focuses on providing tangible improvements on services offered rather than rhetoric about turning the financial sector upside down:

The problems such fintech companies are trying to solve aren’t the type that can be tackled by a few hyperactive coders in a garage. Rather, they require dozens of different skillsets, not to mention the ability to manage them all. In that sense, the startups are becoming much more like the banks they’re seeking to disrupt. That’s Lunn’s Great Convergence. No one believes the banks are going to solve these problems. The trillion-dollar question is, can the fintech companies do something important and socially useful before they, like the banks, become bogged down in regulation and bureaucracy.

Om Malik reports on how the movement towards a software enabled world has moved a lot of business categories into a winner takes all market (eg Amazon, Uber, Google). It’s also worth adding that innovations in technology and business strategy can see even these advantages quickly fall over time if management aren’t vigilant:

This loop of algorithms, infrastructure, and data is potent. Add what are called network effects to the mix, and you start to see virtual monopolies emerge almost overnight. A network effect occurs when the value of a product or service goes up with the number of people using it. The Ethernet inventor Bob Metcalfe called it Metcalfe’s Law. Telephone services, eBay, and Skype are good examples of the network effects at work. The more people who are on Skype, the more people you can call, and thus the more likely it is that someone will join.

While physical book sales in the US are on the up according to Nielsen BookScan figures, ebooks are heading in the opposite direction with a consolidation around the Kindle and Kobo platforms according to Michael Kozlowski’s report:

In a few short years most digital bookstores will be out of business and Amazon and Kobo will likely be the only players left standing.  The only digital bookstores that will survive will be companies offering both hardware/software solutions to encapsulate people into their walled gardens.  The destruction of the digital book market has already been set in motion and nothing will stop from the industry from collapsing.

In 2013 Amazon created a media storm by announcing they were working on drone delivery with commentators debating whether this was a real story or a public relations stunt. Two years on and the pathway to drone delivery looks clearer. Dan Wang looks at where drone logistics have proven successful and where we’re likely to see it make real inroads in the near future:

Amazon Drones vs Current Delivery Options

As we start a new year we’re seeing various commentators giving their prognosis for the year ahead. Fred Wilson and Bob O’Donnell make good starting points.

Finally, it’s worth watching Extra Credit’s review of China’s Sesame Credit which has seen the Chinese Government collaborate with Tencent and Alibaba on gamifying good behaviour by Chinese citizens. A case of Nudge theory heading in a distinctly dystopian direction:

The featured image is an INTI mural from the Artesano Project in Nagua, Dominican Republic.

Thought Starters: the fallacy of maximising shareholder value, the impact of climate change on your wallet and our responses to ISIS

The following is a look through articles, research and opinion pieces highlighting interesting trends, developments and changes in the world you and I live in, with an emphasis on technology.

The following figures presented by DoubleLine Capital’s Jeffrey Gundlach point to the fact that the global economy isn’t out of the woods yet:

Global nominal GDP growth

Steve Denning uses Roger L. Martin’s analysis in Fixing the Game to point out how management’s focus on maximising shareholder value comes at the expense of long term value creation and ultimately society:

“In today’s paradoxical world of maximizing shareholder value, which Jack Welch himself has called “the dumbest idea in the world”, the situation is the reverse. CEOs and their top managers have massive incentives to focus most of their attentions on the expectations market, rather than the real job of running the company producing real products and services.”

Om Malik covers the release of the latest Ericsson Mobility Report, highlighting growing penetration of different technologies (smartphones, mobile internet etc) and the regions where we’re forecasted to see  particularly strong growth:

Connected devices forecast

We’re seeing technology have an increasingly significant role in the employment landscape as machine learning, robotics and a growing array of sensors expand the range of tasks we can automate. The Bank of England’s Chief Economist, Andrew G Haldane recently gave a speech where he explored these changes and their implications which can be found in an abbreviated form on re/code:

Average probability of automation by occupation

Chris Field and Katharine Mach profile the work of Marshall Burke, Solomon Hsiang, and Edward Miguel who have researched the economic impacts of climate change. With the Paris Climate Change Conference fast approaching, now is an important time to make your concerns known about global warming to your local government – not one to stand on the sidelines for:

“Their conclusion delivers two blockbusters. First, in contrast to past studies, they argue that 21st century warming could lead to huge global-scale macroeconomic impacts. The best estimate from Burke and colleagues is that business as usual emissions throughout the 21st century will decrease per capita GDP by 23% below what it would otherwise be, with the possibility of a much larger impact.

Secondly, they conclude that both the size and the direction of the temperature effect depend on the starting temperature. Countries with an average yearly temperature greater than 13°C (55°F) will see decreased economic growth as temperatures rise.”

Before you suggest the issue of climate change is too difficult, it’s worth reviewing research at the Atmosphere/Energy Program at Stanford University which points to the feasibility of a move to a society that doesn’t rely on fossil fuels: 

“In a few decades, the world could be powered by nothing but wind, water, and sunlight. That’s the conclusion of a new study released just before world leaders head to Paris to strike a climate deal.

“These are basically plans showing it’s technically and economically feasible to change the energy infrastructure of all of these different countries,” says Mark Z. Jacobson, director of the Atmosphere/Energy Program at Stanford University, who worked with University of California colleagues to analyze energy roadmaps for 139 countries.”

Chain founder Adam Ludwin is interviewed for Andreessen Horowitz’s podcast focusing on the growing world of blockchain innovation. Among the subjects covered are the merging cultures of finance and tech, the price of bitcoin, the importance of blockchain (rather than bitcoin) and a review of  private and permissioned blockchains and uses for colored coins and sidechains:

Michael Vakulenko looks at at how the movement to self driving cars is likely to unseat traditional manufacturers’ position in the car market. Among the particular technologies and innovations he points to as catalysing change are services and apps, transportation platforms, fleet routing and navigation:

“It’s still too early in the game to say which companies will dominate the future transportation market. One thing is a safe bet: The future transportation ecosystem will look very different from the existing automotive industry. It will resemble modern technology ecosystems with their platform business models, permissionless innovation by developers, and domination of software-centric companies.”

Technology based disruption hasn’t received the same level of media attention in education as it has in other sectors with the possible exceptions MOOCs reflecting a more constrained funding pool and the comparatively complex web of different stakeholders. The NMC Horizon Report: 2015 K-12 Edition provides a valuable review of emerging innovations in the primary and secondary education sector, with technologies typically augmenting rather than replacing current ways of working:

Edtech Trends

The New York Times‘ experiment with Google Cardboard has gained lots of plaudits for pushing the boundary for online journalism at scale. Whilst the experiment has catalysed interest in these new formats, Will Smith stresses the need for fully featured virtual reality platforms such as Oculus Rift to differentiate themselves from Google Cardboard:

“In the meantime, if you enjoyed your first taste of VR, courtesy of Cardboard and 360 video, that’s great! Welcome to the future! But if that first taste of VR turned your stomach, please know that it doesn’t have to be this way. The problems that affected you have been solved—you just need better hardware than comes free with the Sunday paper.”

Steve Albini wrote the essay The Problem with Music in 1994 critiquing the music industry and its ability to both give musicians money and then take it back with a litany of expenses. Albini gave an update of sorts last year at the Face the Music conference where he saw musicians as now being in a better position to take control of their own destiny:

The Socio-Economic Segregation in European Capital Cities project has been looking at levels of inequality and the proximity of the rich and poor in 12 different cities across Europe. Richard Florida’s summary of the research points to a general trend of increasing income inequality (measured by Gini coefficient) and residential segregation (measured by index of dissimilarity) across Europe, although Tallinn and Oslo make for interesting outliers:

European Cities Economic Segregation and Inequality

ISIS’ attack on Paris on the 13th of November was a tragedy which has led to some important discussions about how we deal with the threat of terrorism. The Economist’s look at global deaths from terrorism puts the deaths in perspective, pointing to how much the West has in many cases been spared the worst effects of terrorism:

Global deaths from terrorism

The attacks have led to renewed calls for backdoors in secure products and encryption software. Kim Zetter provides a valuable rebuttal starting with the lack of evidence to support the view that the terrorists used encryption technology.  She then goes on to point out that there will always be homebrewed encryption alternatives, encryption doesn’t hide metadata and weakening existing products ultimately makes everyone vulnerable:

“If Snowden has taught us anything, it’s that the intel agencies are drowning in data,” EFF Attorney Nate Cardozo says. “They have this ‘collect it all mentality’ and that has led to a ridiculous amount of data in their possession. It’s not about having enough data; it’s a matter of not knowing what to do with the data they already have. That’s been true since before 9/11, and it’s even more true now.”

Adam Shatz writing for the London Review of Books reports more broadly on ISIS’ aims with the terrorist attacks and the options the West has in reducing chances of future incidents:

“Now IS is unrivalled among jihadist groups, and no one knows quite what to do that won’t make the problem worse. Anything that can be done now risks being too little, too late. It’s true that IS is no match, militarily, for the West. The attacks of 13 November were in the anarchist tradition of the ‘propaganda of the deed’, and we shouldn’t fall for it: the social order of Europe isn’t in jeopardy. But it would also be a mistake to underestimate the problem. IS has managed to insert itself, with no small amount of cunning, and with acute sensitivity to feelings of humiliation, into two of the most intractable conflicts of our time: the relationship of European societies to their internal, Muslim ‘others’ and the sectarian power struggles that have engulfed the lands of Iraq and Syria since 2003.”

One of my real concerns is that the attacks could further marginalise Muslim populations already living in Western Europe and USA and lead to the closing of borders to refugees fleeing turmoil in places like Syria and Afghanistan. By doing this, the West would essentially be handing ISIS a victory of sorts as Adam Taylor reports:

“The very same refugees entering Europe are often the very same civilians who face the indiscriminate violence and cruel injustice in lands controlled by the Islamic State in Iraq and Syria (though, it should be noted, many in Syria are also threatened by the brutal actions of the Syrian government). Globally, studies have shown that Muslims tend to make up the largest proportion of terror victims, with countries such as Syria and Iraq registering the highest toll.

If Muslim refugees come to Europe and are welcomed, it deeply undercuts the Islamic State’s legitimacy. Aaron Zelin, a fellow at the Washington Institute for Near East Policy, has helpfully catalogued some of the Islamic State’s messages on the refugees pouring into Europe from the Middle East. The messages give the impression of deep discomfort and even jealousy that the Muslim population the Islamic State so covets for its self-proclaimed “caliphate” would rather live in “infidel” Western lands.”

The Economist’s analysis of health spending and life expectancy point to the fact that there’s a far from direct correlation between the two with the United States’s poor performance in particular standing out:

Health spending and life expectancy at birth

Raffi Khatchadourian has written a thought provoking profile of Nick Bostrom for the New Yorker profiling the latter’s research into whether developments in artificial intelligence and other technologies will lead to human extinction. His approach is definitely more thoughtful than your average Hollywood blockbuster.

The featured image is Phoenix by DALeast in Penang, Malaysia and published in StreetArtNews.