Lessons from Billion-Dollar Start-Ups: Unicorns, Super-Unicorns and Black Swans.

A couple of colleagues informed me about Welcome To The Unicorn Club: Learning From Billion-Dollar Startups by Aileen Lee. I understand why. The article is closely connected to some of my main interests: high-growth start-ups and dynamics of entrepreneurs. Aileen Lee has analyzed start-ups in the Software and Internet fields which have reached a billion-dollar value while being less than 10 years old. She calls them Unicorns, whereas Super-Unicorns are companies which reached a $100B value!

unicorn2a

All this reminds me of my analysis of 2700 Stanford-related start-ups (you can check Serial entrepreneurs: are they better? as well as High growth and profits) and to a lesser extent about the link between age and value creation: Is there an ideal age to create?

Aileen Lee has interesting results:
– out of 10,000+ founded companies per year, there are 4 unicorns per year (39 in the last decade – that is .07% of total) and about 1-3 super-unicorns per decade,
– they have raised more than $100M from investors (more than $300M for consumer-related). They may have been lean in their early days, but they grow fat!
– it takes 7+ years for an exit,
– founders have an average age of 34,
– they have 3 co-founders on average with a long experience together, often back from school,
– 75% of the founding CEO lead the company to an exit,
– many come from elite universities (1/3 from Stanford),
pivot is an outlier.

I found this article interesting, important, and I even felt empathy and let me tell you why. We have a tendency to underestimate the importance of hyper-growth and hyper-fast. Growth is extremely important for start-ups; reaching $100M in value is a success. Looking at the small group which reaches $1B and then $100B is interesting. You need money for this (VC), you do not need that much experience but you need trust from co-founders. The founders of super-licorns seem to be the explorer of unknown territories. You need passion and resources.

EPFL-BlackSwan

On Unicorns, I have done a similar analysis in “Is there an ideal age to create?” I also have an average age of 34 for 1st start-up experience of all founders, and regarding Super-Unicorns which I call Black Swans (highly unpredictable outcome according to Taleb), I have identified 10 Super-Unicorns (see below) and there are 1-4 such companies per decade since the 60s. The average age of their founders is 28 and even 27 if I count the 1st experience.

[My Black Swans – Ancestor: HP (1939); 60s: Intel (1968); 70s: Microsoft (1975), Oracle (1976), Genentech (1976), Apple (1977); 80s: Cisco (1984); 90s: Amazon (1994), Google (1998); 00s: Facebook (2004).
Age of founders: HP: Hewlett and Packard (27) – Intel: Noyce (41) and Moore (39) (but they had founded fairchild 11 years earlier). Andy Grove was 32 – Microsoft: Gates (20) and Allen (22) – Oracle: Ellison (33) – Genentech: Swanson (29) and Boyer (40) Apple: Jobs (21) and Wozniak (26) Cisco: Lerner and Bosack (29) Amazon: Bezos (30) Google: Brin and Page (25) Facebook: Zuckerberg (20) – Cofounder was 22.]

Now more data and statistics based on the Stanford-related companies. You can have a look first at my past slides and then I look at the Unicorn statistics.

Microsoft PowerPoint - BCERC-Stanford HTE-Lebret.ppt [Mode de co

Basic analysis of Stanford-related unicorns

Stanford unicorns by decade

Stanford unicorns by field

There are 3 super-unicorns in that group (HP, Cisco & Google). Out of 2700, there are 97 unicorns, which is a huge 3%! It probably means my sample is not exhaustive! Indeed Prof. Eesley estimates that 39’900 active companies can trace their roots to Stanford. This means now .2%. Now these are real exits whereas Lee includes private companies with no exit but a value provided by their investors. Whatever the ratio, unicorns are rare. Mine are less fat than Lee’s: they raise $30M with VCs.

I have less than 2 Stanford-related founders per company (but I do not count the ones with no Stanford link. It confirms Lee’s comment that many founders have roots back to school. It takes 8 years for an exit (fewer in recent years though) and 7 years for a graduate to decide about founding a company.

Unicorns and high-value creation is an interesting not to say important topic. Billion-dollar companies are not just a rare event, they tell us something about the impact of high-tech innovation & entrepreneurship. They are possible and desirable!

Banksy in NYC

Banksyny

An unusual post, as it has nothing to do with start-ups. Strangely enough, another one was related to New York City and Obama. I mention from time to time that entrepreneurs have similarities with artists when they want to have an impact. And innovation is an art, not a science.

I followed Banksy‘s work in NYC from time to time last month and spent the last week-end compiling what I could find. Feel free to have a look at the pdf, which contains his 31 October days with pictures, maps and links to other sites as well as my own Google map of its locations. You can also download the Powerpoint slideshow by clicking here. It automatically launches all audios and videos (but it might depend on the ppt version you have if any).

Banksyny-lebret-pdf
Click on picture to download pdf

And here is the map of Banksy’s journey.

Afficher Banksy sur une carte plus grande

PS: June 1st, 2014: a short video summarizing Banksy’s residence in NYC:

France: a New Deal for Innovation?

It can be said: France is trying hard to change its innovation culture. After many months of thinking (I was part of an expert group, the Beylat-Tambourin mission), French Minister for Innovation and the Digital Economy, Fleur Pellerin announced a New Deal for Innovation. Some will smile, another state decision! But if you read my posts about Mariana Mazzucato’s The Entrepreneurial State, you will understand my interest.

Fleur Pellerin, à Paris le 30 octobre 2011

In a nutshell, Fleur Pellerin and her team are focusing on:
additional resouces: money is the fuel of innovation, far from sufficient, but critical. A new €500M fund, Large Ventures as well as €30k grants for new entrepreurs (about €10M per year). It’s important to cover seed funding as well as later stage.
attracting talent with a “New Argonaut” policy. there are 50’000 French people in Silicon Valley, they have experience to bring.

Exactly what Paul Graham says in How to be Silicon Valley: you need nerds and rich people. And it is not just the state. Xavier Niel, the most succesful French entrepreneur in recent years is launching 1000start-ups, a huge and ambitious initiative in the heart of Paris with a lot of money…

Yes, France is trying hard!

1000start-ups

You can have a look at the following references, but you need to read French!

L’innovation, c’est un projet de société” in La Tribune
Nous avons une vision trop idéologique de l’entreprise” in Le Monde
Une nouvelle donne pour l’innovation (A New Deal for Innovation) with a 25-page pdf (in French)

Nouvelle-donne-innovation-dossier-presse-France-2013

How much Equity Universities take in Start-ups from IP Licensing?

How much equity universities take in start-ups for a license of intellectual property? It is sometimes not to say often a hot topic and information is not easy to obtain. However there are some standards or common practice. I have already published posts on the topic: University licensing to start-ups in May 2010 followed by a Part 2 in June 2010.

To oversimplify, I used to say that the license was made of 3 components:
– first, universities take about 5% post-series A (a few million $) or similarly about 10% at creation (investors often take half of the company at round A,)
– second, there is also a royalty based on sales of products using the licensed technology, about 2% but the range might be 0.5% to 5%. A minimum yearly amount is usually asked for, like $10k or more.
– third, a small but important detail: start-ups pay for the maintenance of the IP from the date of the license.

I decided to look at data again through the S-1 documents, which start-ups write when they prepare their Initial Public Offering (IPO), usually on Nasdaq. I found about 30 examples of academic spin-offs which gave details about the IP license. Here is the result.

University-licenses-data
(Click on picture to enlarge)

A couple of comments:
This was not an easy exercise and I would not claim it is mistake-free. You should read it as indicative only, hopefully it is mostly accurate! Assuming the data is accurate, universities own about
– 10% at creation or
– 5% post–series A (average: $5M)
– Universities keep a 1-2% equity stake at exit,
– Worth a few $M (Median is $1M)
With an average of $70M VC investment and market value in the $1B range (Median is $300M)
(Median values are as important as Averages).
Royalties are in the 1-4% range.
All this is consistent with information given in my prior posts!

You can also check the following Slideshare document

The book that launched the Lean Startup revolution

There is nothing really new with Steve Blank’s 5th edition of The Four Steps to the Epiphany. But first I lost my first copy (who has it?) and second I thought I should read again this bible for entrepreneurs. So why not a second look.

Four-Steps-to-the-Epiphany-5th-edition

Ten years after the 1st edition, Blank is as right as ever. His Customer Development model is a great lesson about the dangers of business plans and of product development without some validation form early customers and the Market. You can read my post from 2011, Steve Blank and Customer Development. You should, as I will not say again what I said then. I do not have much to change. Let me just say again a few key elements:

– “The good new is these customer and market milestones can be defined and measured. The bad news is achieving these milestones is an art. It’s an art embodied in the passion and vision of the individuals who work to make their vision a reality. That’s what makes startups exciting.” [Page 22 and see note (1) below]
– Start-ups are not early versions of established companies. they have nothing to do with them in fact. “Startups are temporary organizations designed to search for a scalable and repeatable business model.” As a consequence, people running start-ups (product, sales, marketing, management) need to understand the start-up culture and dynamics. “Traditional functional organizations [Sales, Marketing and Business Development] and the job titles and the job descriptions that work in a large company are worse than useless in a startup. They are dangerous and dysfunctional in the first phases of a startup.”[Appendix A, “The Death of the Departments”.]

Blank’s Four Steps to the Epiphany is not easy to read but it is a must have and a must read for any entrepreneur!

(1) In another interview Balnk explained: Over the last decade we assumed that once we found repeatable methodologies (Agile and Customer Development, Business Model Design) to build early stage ventures, entrepreneurship would become a “science,” and anyone could do it. I’m beginning to suspect this assumption may be wrong. It’s not that the tools are wrong. Where I think we have gone wrong is the belief that anyone can use these tools equally well.” In the same way that word processing has never replaced a writer, a thoughtful innovation process will not guarantee success. Blank added that ” until we truly understand how to teach creativity, their numbers are limited. Not everyone is an artist, after all.”

Why was Netscape a weird example (to me) of Equity Sharing between Founders

netscape_logo

CLARK ANDREESSEN
Marc Andreessen and Jim Clark, the founders of Netscape

You may not know I owe a lot to Nesheim’s High Tech Start Up, which cap. tables I took inspiration from. If you do not know Nesheim’s, let me just quote Steve Blank’s in his bibliography for 4 steps to the Epiphany: “High Tech Start Up is the gold standard of the nuts and bolts of all the financing stages from venture capital to IPOs”.

There was one such cap. table which was striking to me and I never mentioned it until now. Here it is now scanned from Nesheim’s book. I did not ask for authorization but I hope not to get in trouble!

Netscape-Nesheim
Click on picture to enlarge

Do you see why I found it striking? If not have a look again. If not again, follow me for a few minutes. I decided to look for Netscape IPO prospectus, which I could find in two formats, an html IPO prospectus on the Internet archive as well as a pdf S-1 filing document. They give slightly different data, but I could build my own table as follows.

Netscape-captable
Click on picture to enlarge

And now? Well I had never understood why the two founders, James Clark and Marc Andreessen could have such a different amount of equity. How could it be a 10x difference even if James Clark was a more experienced entrepreneur (he was a former Stanford professor and co-founder of Silicon Graphics) and Marc Andreessen had no experience but was the author of Mosaic, the predecessor of Netscape as a browser. (Netscape is a sad illustration of bad relationships between a university – the University of Illinois – where a technology was developed and entrepreneurs, but this is another story.)

Well I found the answer thanks to the two documents: Jim Clark was
– first, a co-founder and both founders had 720’000 founders’ shares and
– second, a business angel: he invested $3M in the series A and then $1.1M in the series B. He got the equivalent of 9M commmon shares for his investment.

This comforts me in the general explanation I usually give about sharing equity between founders and then investors, managers, employees as you may see in Equity split in start-ups or on Slideshare. First founders split equity based on their non-cash contributions, then investments are taken into account.

The Entrepreneurial State (part5): conclusion on a great book.

Again I have been very much impressed by the Entrepreneurial State but I also have some major doubts and even some disagreements. Maybe I have been brain-washed in the last 20 years of my life but my experience in Silicon Valley and venture capital and also my less than satisfying experience with planned innovation by the State convince me that entrepreneurship is crucial and maybe more important than the State role in the innovation part (not the research or even the R&D).

Now I fully agree that seed funding by the State of innovation through research and the taxes to be paid by companies are essential. I also agree that VC is less and less risk taking and that corporate R&D is just a D and the R has disappeared both in IT and pharma.

But let me finish with my notes on this excellent book. As a reminder, part 1 was about the innovation crisis, part 2 was about the respective role of the public and private sector in R&D and innovation, part 3 about the Apple iPhone, part 4 about the green revolution and risks and rewards.

9780857282521_hi-res_2

Chapter 9 – Socialization of risks and privatization of rewards.

“Innovation has a tendency of allowing those with high skills to prosper and those with low skills to get left behind.” [See also her comment on the New and Old economy in part 4] “Are these the same type of economic actors who are able to appropriate returns form the innovation process if and when they appear? That is, who takes the risks and who gets the rewards? We argue that it is the collective, cumulative and uncertain characteristics of the innovation process that make this disconnect between risks and rewards possible.” […] “When certain actors are able to position themselves at the point – along the cumulative innovation curve – where the innovative enterprise generates financial returns, that is close to the final product or, in some cases, close to a financial market such as the stock market. These favoured actors then propound ideological arguments, typically with intellectual roots in the efficiency propositions of neoclassical economics (and the related theory of “shareholder value”) that justify the disproportionate shares of the gains from innovation that they have been able to appropriate. [Page 186]

This was long but very true.

Finding a way to realign risk taking with rewards is thus crucial not only for decreasing inequality but also for fostering more innovation. […] Put provocatively, had the State earned back just one percent from the investments it made in the Internet, there would be much more today to invest in green tech. Many argue that it is inappropriate to consider direct returns because the State already earns a return via the tax system. The reality is, however, that the tax system was not conceived to support innovation and the argument ignores the fact that tax avoidance and evasion are common. [Page 187]

Mazzucato suggests 3 concrete proposals:
– A Golden share of IPR and a national “Innovation fund” by extracting a royalty. The government should retain a share of the patents; making sure the owner of patents behaves cooperatively, licensing broadly and fairly after an initial period of protection.
– Income contingent loans and equity. “After Google made billions in profits, shouldn’t a small percentage have gone back to fund the public agency that funded the algorithm?”
– Development banks. IF/when the State institution is run by people who not only believe in the power of the State but also have expertise understanding the innovation process, then the results produce a high reward.
[Well isn’t this at least partially what the US do through the Bayh-Dole Act?]

Conclusion

“Rather than relying on the false dream that “markets” will run the world optimally for us “if we just let them alone” policymakers must better learn how to efficiently use the tools and means to shape and create markets – making things happen that otherwise would not. State can do this by leveraging massive national social network of knowledge and business acumen. The State should “stay foolish” as Jobs said, in its pursuit of technological development. It can do so on a scale and with tools not available to businesses. Apple’s success did not hinge on its ability to create novel technologies, it hinge on its organizational capabilities in integrating marketing and selling those low-hanging technologies.

What is needed today is a “systems” perspective, but one that is more realistic on the actual – rather than mythological – role of the individual actors, and the linkages between actors, within and along the risk landscape. It is, for example, unrealistic to think that the highly capital-intensive and high-risk areas in clean technology will be “led” by venture capital. The history of new sectors teaches us that private investment tend to wait for the early high-risk investments to be made first by the State. Yet the returns from these “revolutionary” state investments have been almost totally privatized. While this is especially obvious in the pharmaceutical industry, it is also true in other high-tech areas, with Apple, which have received major benefits from public funds, both direct and indirect, managing to avoid paying their taxes.

First, it is not enough to talk about the “entrepreneurial” State, one must build it, with long-term strategies. There is nothing in the DNA of the public sector that makes it less innovative than the private sector. It is a self-fulfilling prophecy that it is more exciting and fun to work at Goldman Sachs or Google, rather than a State investment bank or a ministry of innovation. The only way to rebalance this problem is to upgrade, not downgrade that status of government. Second a need for a return to cover the losses, beyond the taxes and supply of skilled staff. A direct return. Third, this will have the potential to better inform policies that are directed towards other actors in the “ecosystem” of innovation. (Except the world is global and this may make efforts at the national level not sufficient)

Recommendations
– Reduce State direct transfers such as tax relief,
– Spend money on new technologies and concentrate on firms that can spend on innovation
– Abandon patent box
– Review tax credits so that firms are accountable on innovation, not just R&D
– Reduce enterprise zones
– Return of successful investment in part to government
– Use saved money for massive spending à la Darpa
– Adopt a proactive approach to green technologies
– (Not sure I understood the argument on time investment held before tax exemptions)
– Short-termism is problematic.

After Neolane and Criteo, Supercell is the new European Success story

I had heard about Supercell first last year, then again two weeks ago, and then again yesterday. Each time, it’s when I interacted with Finnish people, who were right to be proud of their new jewel! Supercell is the latest Finnish, therefore European success story. I had mentioned Neolane (because of its $600M acquisition by Adobe) then Criteo (which just filed to go public on Nasdaq) earlier this year, both are French and software companies. Supercell is the third high-profile start-up making the news in 2013. It is developing games just like Rovio or Mojang, two other Scandinavian start-ups.

Supercell-team

Supercell has a meteoritic history: founded in 2010, it raised $12M in 2011, $120M 6 months ago and Softbank just acquired the majority of the company this month for $1.5B. More with my usual cap. table below. (In fact the reason I was told about the Softbank deal is because my Finnish friend had liked my new update of cap. tables data on Slideshare!)

Supercell is not so much interesting for the transactions than for its unusual (for Europe) history. It was founded by serial Finnish entrepreneurs. They have an interesting organization: people work in small teams, typically 5 people, called cells therefore the name Supercell. (This reminds me of similar structures at Apple and Google). They are very demanding with the game quality so that they launch a very small number of their developments. They celebrate failure (a stopped development) with Champagne where as they celebrate a launch with beer!

They revenues and profits are also meteoritic; just have a look at the revenue table below. Interestinggly enough Mojang is similar. “The success has turned Mojang into an overnight sensation in a matter of a few years, pulling in $90 million in profit last year on $235 million in revenue.”

Supercell cap table

The Entrepreneurial State (part 4) – the Green Revolution – Unbalanced Risks and Rewards.

Part 1 covers the Innovation dilemmas and crises.
Part 2 deals with the (forgotten or untold) role of the state in stimulating innovation through research.
Part 3 is about the role of the State in the iPhone technologies.
Now chapters 6 to 8:

Chapter 6 – Pushing vs. Nudging the Green Industrial Revolution.

The Green technology is another very interesting situation. “Until wind turbines and solar PV panels can produce energy at a cost equal to or lower than those of fossil fuels, they will likely continue to be marginal technologies that cannot accelerate the transition so badly needed to mitigate climate change.” [Page 114] “Demand-side policies (regulations) are critical but they too often become pleas for change. Supply side policies (energy generation) are important for putting the money were the mouth is.” [Page 155]

Again I have been a cautious observer of green technologies with Germany subsidizing many companies which went bankrupt when China arrived with much cheaper products, with France or Japan claiming nuclear energy as the cleanest… Mazzucato rightly describes “the US with a fund-everything approach, hoping that a breakthrough disruptive energy innovation will sooner or later emerge. This has not been the case because many clean technologies require long-term financial commitment of a kind VCs are not willing or able to undertake”. In my ongoing analysis of recent IPO filings, I noticed 11 companies in green technologies out of the 165 filings I have built since 2002. The oldest one was filed in 2009. These companies had raised more than $2B or about $180M per company. They had more than 5’000 employees in total. It looked to me like a speculative bubble so Mazzucato is right when saying investors are impatient. I am not sure they are shy with their money though.

The US has been busy building on their understanding of what has worked in previous technological revolutions. (…) But while it has been good at connecting and leveraging academia, industry and entrepreneurship in its own push into clean technology, its performance has been uneven. (…) A key reason for uneven US performance has been its heavy reliance on venture capital to “nudge” the development of green technologies. (…) Since some clean technologies are still in early stages, when “Knightian uncertainty” is highest, VC funding is focused on some of the safer bets rather than on the radical innovation that is required to allow the sector to transform society. (Pages 126-127) The conclusion that might follow is that the government should focus exclusively on commissioning the development of the riskiest technologies.

Impatient capital can destroy firms promising to deliver government-financed technology. If VCs aren’t interested in capital-intensive industries, or in building factories, what exactly are they offering in terms of economic development? Their role should be seen for what it is: limited. (Page 131)

The expectation is that the opportunity to conduct high-risk and path-breaking research “will attract many of the US’s best and brightest minds – those of experienced scientists and engineers and especially those of students and young researchers, including persons in the entrepreneurial world.” (Page 134)

The history of US government investment in innovation, from the Internet to nanotech, shows that it has been critical for the government to have a hand in both basic and applied research. NIH is responsible for 75 percent of the most radical new drugs. So the assumption one can leave applied research to the business sector and that this will spur innovation is one with little evidence to support it (and may even deprive some countries of important breakthroughs.) (Page 136)

In reality government and business activities frequently overlap. Venture capitalists and entrepreneurs respond to government support in choosing technologies to invest in, but are rarely focused on the long term. In the absence of an appropriate investment model, VC will struggle to provide the “patient capital” required for the full development of radical innovations. It is crucial that finance be patient. (Page 138)

Public finance (such as provided by State development banks) is therefore superior to VC or commercial banking in fostering innovation, because it is committed and patient.

The financial and technological risks of developing modern renewable energy have been too high for VC to support. A key problem is that VCs are looking for returns that are not realistic with capital-intensive technologies. The speculative returns possible in ICT revolutions are not a “norm” to be replicated in all other high-tech industries. (Page 140)

My comments: I agree with the criticism on venture capital. Now the solution introduced of committed and patient development banks is new to me. I understand “patient”, I am less sure about “committed”. Does this mean hands-on, and competent?

But my main concern is again about the difference between inventing and innovating. I need to go back to Apple. According to Wikipedia, a classical definition of Entrepreneurship is “the pursuit of opportunity without regard to resources currently controlled”. The term puts emphasis on the risk and effort taken by individuals who both own and manage a business, and on the innovations resulting from their pursuit of economic success.

When Mazzucato describes the Entrepreneurial State, she describes as much an Inventing State as an Innovating State. There is nothing wrong with it. What Apple has been strong at is using inventions and mostly innovations to integrate them in new products. It is why Apple is doing so little R&D. Can the same company do research and explore new green fields and develop new technologies into new products. I am not sure this has been shown by clear evidence. But we should probably ask historians of technology.

There is one invention that shows how difficult the transfer from invention to innovation might be: the transistor was invented at Bell Labs in 1947. Some of the elements of the invention only were patented (as they had been prior art back in 1925.) By 1951 Bell Labs had licensed (under the government pressure) the technology to more than 40 companies and (then small firms) Texas Instruments and Sony are known for producing early commercial transistors. The inventors received the Nobel Prize in 1957 and one of them moved to Palo Alto and is probably at the origin of Silicon Valley because of his decision. Because of the threat of USSR as an emerging technology power, the US poured a lot of military and space money on the potential of the electronics of the transistor.

The difficulty with nanotechnologies and green technologies is that in the chicken and egg of pull and push, the market needs may be clear, but the technology push looks to me much less so. I am not sure to see where the equivalent of the transistor is for these “promising” fields.

Chapter 7 – Wind and Solar power

This chapter is about the history and current status of these two energies. Wind power players are GE and Vestra from Denmark. There is a long and interesting history. There is a similar long and painful history for solar power. First Solar, Solyndra, SunPower, Evergreen are described in details. Mazzacutto focuses on China’s long-term strategy vs. the more US short term one, as well as Germany’s innovative approach to the market. “Solyndra’s failure highlights the “parasitic” innovation system that the US has created for itself – where financial interests are always and everywhere the judge, jury and executioner of all innovations investment dilemmas.” “Clean technology is already teaching us that changing the world requires coordination and the investment of multiple States, otherwise R&D, support for manufacturing, and support for market creation and function will remain dead ends.” (Page 155)

A framework would include demand-side policies to promote increased consumption as well as supply-side policies that promote manufacture of the technologies with patient capital. (Page 159)

But McKay’s arguments on Sustainable energy – without the hot air makes me cautious…

Mazzacuto still reminds of us of some fundamental elements: coming back on Myth 2 (small is beautiful) “We should not underestimate the role of small firms nor assume that only big firms have the right resources at their disposal. (…) The willingness to disrupt existing market models is needed in order to manifest a real green industrial revolution. (…) It should be a subject of debate whether public support should be handed-off to large firms that could have made their own investments and it is also unclear how they would be willing to shift from the technologies which provide their major sources of revenues.“ As my friend Dominique (:- rightly mentioned as a reaction to a previous post on the topic: “Research funding and how early the research is funded by a company of course depends on its expectations but also on its margins. Back in the seventies large corporations could afford to fund early research because 1) they foresaw stable or growing markets and 2) because their margins were constantly high I believe. Today the speed @ which markets evolve is certainly a deterrent to early stage research by companies…”

Chapter 8 – Risks and rewards: from Rotten Apples to Symbiotic Ecosystems.

Risk taking has been a collective endeavor while the returns have been much less collectively distributed. [Page 165]

The story US taxpayers are told is that economic growth and innovation are outcomes of individual “genius”, Silicon Valley “entrepreneurs”, venture capitalists or “small businesses”, provided regulations are lax (or nonexistent) and taxes low – especially compared to the “Big State” behind much of Europe. [Page 166]

The real Knightian uncertainty that innovation entails, as well as the inevitable sunk costs and capital intensity that it requires, is in fact the reason that the private sector, including venture capital, often shies away from it. It is also the reason why the State is the stakeholder that so often takes the lead, not only to fix markets, but to create them. [Page 167]

Keeping that story untold has allowed Apple to avoid “paying back” share of its profits to the same State. Apple incrementally incorporated in each new generation of products technologies that the state sowed, cultivated and ripened. [Page 168]

Mazzucato has then a very interesting analysis of Old and New Economy Business Model with Old being about stability, generosity, equity and New about volatility, mobility, and low commitments. Jobs are not equal even at Apple, from R&D where products are designed, to China where they are produced, or back to the USA where they are sold by Apple-owned stores; but worse the mobility and globalization has enabled tax evasion and optimization. Apple has a subsidiary in Nevada, Braeburn Capital to avoid income or capital gain taxes. Then is has subsidiaries in Luxembourg, Ireland, the Netherlands and British Virgin Islands for low-tax advantages. Apple IP is owned by Irish subsidiaries, which receive royalties on Apple sales (!) and which ownership is co-owned by another Virgin Islands subsidiary, Baldwin Holdings… GE, Google, Oracle, Amazon and Intel are also famous for tax optimization and tax loss could be $60-80B for the US over a decade. [pages 168-175]

The ultimate purpose of putting tax dollars to use for the development of new technologies is to take on the risk that normally accompanies the pursuit of innovative complex products and systems required to achieve collective goals. [Page 176]

Mazzucato terminates this new chapter with “Where are Today’s Bell Labs?” “One of the reasons unveiled in a [recent MIT] study is the fact that large R&D centers – like bell Labs, Xerox PARC and Alcoa Research Lab – have become a thing of the past in big corporations. Long-term basic and applied research is not part of the strategy of Big Business anymore. What is not clear however is why and how this has changed over time. The wedge between private and social returns (arising from the spillovers of R&D) was just as true in the era of bell Labs as they are today. And what is missing most today is the private component of R&D working in real partnership with the public component, creating what I call later a less symbiotic ecosystem. It is crucial to understand not only how to build an effective innovation “ecosystem”, but also and perhaps especially, how to transform that ecosystem so that it is symbiotic rather than parasitic. [Page 179]

On one side, I see the success of former emerging countries such as Taiwan and Korea, but I was also in the country of the Concorde, TGV, Rafale and Nuclear Power Plants that France has been struggling in selling abroad.

And why is Tesla and Elon Musk such an (early) success if not money is available for disruptive green technologies…

Similarly why was (military and civil) nuclear fission such a success whereas civil nuclear fusion has not given any commercial output 50 years after the military use? I remember reading Richard Feynman about the Manhattan Project and the crazy (entrepreneurial) intensity of the project. Would entrepreneurship be missing at ITER? Innovation and entrepreneurship are very much related and still somehow a mystery.

Planned innovation is a very difficult challenge that Mazzucato is not pushing for and uncertainty remains. Just remember how artificial intelligence has been a disappointment for many decades not to say until now. I’d like to finish here with an interesting article form Newspaper Le Monde:

Innovation is not about planning.
LE MONDE | 30.09.2013 | By Armand Hatchuel.

On September 12, the French, Francois Hollande, and the Minister of productive recovery, Arnaud Montebourg, presented thirty-four “plans for reconquest” from “thermal renovation of buildings” to “the factory of the future” through the “airships for heavy loads”. This announcement was seen as the return of industrial policy planning, and aroused the usual criticism of public voluntarism.
The criticism is questionable because, in this case, it is not really about planning. The themes are primarily intended to stimulate innovation and new industries. However, numerous studies have shown that innovation policy – whether public or private – can only succeed if its design, control and evaluation is clearly away from a logic of planning (Philippe Lefebvre, researcher at the Ecole Nationale Superieure des Mines de Paris : ” Organizing deliberate innovation in knowledge clusters : from accidental to purposeful brokering brokering processes” [Organiser l’innovation dans les écosystèmes : au-delà de l’émergence accidentelle, un pilotage des interactions créatrices], International Journal of Technology Management , Vol. 63 , No. 3/4, 2013).

A LARGE PART OF UNCERTAINTY
For what is a “plan”? In order to guide future action, one builds representations. We “plan” our vacation, which route to take and the loss of a few pounds. Still, while conceding uncertainties, a plan assumes that the goal, the means and the partners are sufficiently known. We may, at the limit, think that the means and partners will be selected “along the way”. But we must at least specify the goal. Agricultural policy, telecommunications policy and housing policy are built as plans which aim is clearly displayed: for example, a quantified production or equipment amount at a national level.
This is not the case anymore for a genuine innovation agenda. One must admit that the purpose is necessarily largely unknown. It is not possible anymore to specify in advance the paths and the most interesting results of the project.
Paradoxically, this does not prevent an innovative concept from mobilizing resources. Who would want a car “consuming less than two liters per 100 km”? But we must recognize that we do not know how this value will be transformed to in effecient technologies and products: will these be small city cars? Intelligent control systems? New types of vehicles and fuels? And we ignore if new businesses or new markets will emerge in the adventure.
History confirms thoroughly the surprising rationality of major innovation programs . In 1854, Austria launched the Semmering Pass competition for the design of the first locomotive for mountains. Many solutions were proposed, but none could succeed. However, the major beneficiaries of the innovations were Semmering … new locomotives in the plains!

OPENING NEW PATHS
Closer to us, neither Toyota nor Apple have ever launched projects to produce the Prius or iPhone. Their success came from their ability to pilot open innovation programs (” green car”, man-machine “magic” interfaces) and take advantage, before their competitors, of the disappointments or discoveries encountered. It is important to open very contrasting paths and pay attention to the crossings and learning that each causes.
For uncertainty does not paralyze action: it prevents its management according to the rigid codes of planning. In recent years, research has clarified the cognitive and collective mechanisms that restrict or enhance the exploration of the unknown. One better understands the control rules adapted to innovation, whether innovative design approaches (expansion of alternatives, conceptual hybridizations, exploration prototyping…) or the management of the various values that emerge (new skills, new markets, new usages…). In this respect, classical rationality is often misleading.
In the logic of the plan, there is the project distinct from its “benefits”. The success of the project is the goal, the benefits being recorded afterwards. This distinction does no longer exist in an innovation program. A “benefit” may be more important than the project itself. Driving innovation is to be prepared for the changing identity of the project and actively cause unexpected “impact”. The indeterminacy between “project” and “benefits” multiplies the sources of value and minimizes financial risks.
Beyond the economic rationality that is optimized in the known world, the rationality of innovation is reflected in the ability of project managers to regenerate solutions, markets and partnerships.
Faced with the challenge of industrial revival, the question is not whether the State should use planning. It is especially important to ensure that major projects launched will be conducted by the State and its industrial partners in the most rigorous approaches and more consistent with the expected intensity of innovation .

Harmand Hatchuel is a professor at Mines ParisTech

The Entrepreneurial State (part 3) – the State behind the iPhone

Mazzucato’s book is so important and interesting that it will take me many articles to cover it in a satisfying manner (to me at least).

Part 1 covers the Innovation dilemmas and crises. The “6 myths” she introduces are great.
Part 2 deals with the (forgotten or untold) role of the state in stimulating innovation through research. I had more disagreements with her on how far the State should act in the innovation ecosystem.
– In this part 3, I will focus on Chapter 5, about the role of the State in the iPhone technologies.
– Part 4 will deal with the chapters on Green technologies
– and I will need a part 5 to conclude and share thoughts.

Chapter 5 – the State behind the iPhone

Mazzucato shows here how “Apple concentrates its ingenuity not on developing new technologies and components, but on integrating them into an innovative architecture. […] Apple’s capabilities are mainly (a) recognizing emerging technologies with great potential, (b) apply complex engineering skills that successfully integrate recognized emerging technologies, and (c) maintain a clear corporate vision prioritizing design-oriented product development.” [Page 93]

Therefore “Apple received enormous direct and/or indirect government support derived from three major areas: (1) direct equity investment, (2) access to technologies, and (3) creation of tax or technology policies.” I mentioned already the first area and expressed my doubts. No objection and no discussion about the third area. I agree only partly with the second area: I have the feeling the access was through corporations, which themselves may have had access to government or academic research. Xerox PARC is the most famous examples, but Apple also acquired little-known start-ups which had developed products from such research. Mazzucato built her own “Origins of popular Apple products.”

Iphone Technologies origin

It is a very interesting drawing but I would have liked to see which “entity” developed the mentioned products. In some cases, it is a government related body, such as for the Internet for example (http://en.wikipedia.org/wiki/History_of_the_Internet) and in other cases it is a private entity funded initially with public money.

SIRI is an interesting example as it has some roots here at EPFL. The CALO program was funded by DARPA, but a start-up was launched with venture capital money in 2008, which was then acquired by Apple.

When it comes to displays, Mazzucato quotes Florida and Browdy and “The invention that got away” (1991) about the inability of private actors to build manufacturing capabilities. “The loss of this [TFT-LCD] display technology reveals fundamental weaknesses of the US high-technology system. Not only did our large corporations lack the vision and the persistence to turn the invention into a marketable product, but the venture capital financiers who made possible such high-technology industries as semiconductors and computers failed too.” The paper shows the higher efforts of the Japanese industry pouring hundreds of millions of dollars in the technology development. In my analysis of Stanford-related high-tech companies, I remember being stricken by the amount of funding of Candescent. On the Internet archive dated 1998, I could find the following:
“Candescent Technologies Corporation is a seven-year old company developing a revolutionary new flat panel display [which is] a dramatic improvement over the liquid-crystal displays. In 1991 Candescent formed a strategic alliance with Hewlett-Packard Company. As of May 1, 1998 Candescent had received more than $337 million in funding from investing strategic partners, venture capital firms, institutional investors, US Government-sponsored organizations, and capital equipment leasing firms.” In 2001, it had raised more than $600M with Compaq, Citicorp, Hewlett-Packard, J.P. Morgan, New Enterprise Associates, Sevin-Rosen, Sierra Venture Affiliates, and others. In June 2004, Candescent filed a Voluntary Reorganization case under Chapter 11 of the Bankruptcy Code in the San Jose Bankruptcy Court. In August 2004, Candescent sold substantially all of its assets, including its flat panel display intellectual property to Canon, Inc.”

Again, I do not have major disagreements with Mazzacuto but my experience with innovation is that it is a very uncertain activity and I am not sure it is due only to the lack of private sector support. In the end, neither Japan nor the USA won, but Korea with Samsung and LG.

I knew less about multi-touch screens and the interesting story of FingerWorks, which assets Apple bought when the company went bankrupt.
“The company’s products remained a high-end niche, and something of a curiosity, despite good press and industry awards. In early 2005, FingerWorks went through a rocky period, and stopped shipping new products. Outside reports indicated that they had been acquired by a major technology company. This company turned out to be Apple. In June 2005, FingerWorks officially announced they were no longer in business. The founders continued to file and process patents for their work through late 2007. And as of August 2008 they still filed patents for Apple, Inc.” (http://en.wikipedia.org/wiki/FingerWorks)
Again Apple also worked with Corning to develop ultra-robust screens called the Gorilla Glass (http://en.wikipedia.org/wiki/Gorilla_Glass).

On the microprocessor, I have two similar comments:
– Though there are many sources claimed for the microprocessor, it is often mentioned that Intel really launched the technology as a product and this came as an order from a Japanese company, not from public procurement.
– Much later, Apple bought P.A. Semi. which developed specialized microprocessors. Well even P.A. Semi. had strong links with the DoD so Mazzucato still has a strong point!

As an interesting comparison, the MIT technology review had a hacking session of the Apple I, iPhone and iPad, which shows the brilliance of integration. There were many computers and smart phones, but at Apple, there was the genius of Wozniak and others when Jobs came back – http://www.technologyreview.com/view/425238/classic-hacks-the-apple-i-computer-the-iphone-and-the-ipad-3g/

Iphone Technologies sketch

My reaction is that yes, many not to say most technologies have their roots with public entities, at least at the research stage, but the development is often concretized in small companies, with or without venture capital. Apple buys fewer VC-funded companies than Cisco’s A&D (Acquisition & Development) and clearly most big companies do not do much research. The challenge lies in the ability of translating research results into development, which many start-ups achieve. This is the Silicon Valley model.

I finish my notes on chapter 5 with Mazzacuto: “It is indisputable that most of Apple’s best technologies exist because of the prior collective and cumulative efforts driven by the State.” [Page 112]