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After reading Walter Isaacson’s biography and the last few months worth of articles on Steve Jobs, I put together a collection of my favorite quotes about and related to him:

At the company he founded after being ousted from Apple, Jobs was able to indulge all of his instincts, both good and bad. He was unbound. The result was a series of spectacular products that were dazzling market flops. This was the true learning experience. What prepared him for the great success he would have in Act III was not his ouster from his Act I at Apple but his brilliant failures in Act II. – Isaacson (page 219)

It was yet another example of Jobs consciously positioning himself at the intersection of the arts and technology. In all of his products, technology would be married to great design, elegance, human touches, and even romance. – Isaacson (page 41)

Jobs’s interest in Eastern spirituality, Hinduism, Zen Buddhism, and the search for enlightenment was not merely the passing phase of a nineteen-year-old. Throughout his life he would seek to follow many of the basic precepts of Eastern religions, such as the emphasis on experiential prajñā, wisdom or cognitive understanding that is intuitively experienced through concentration of the mind. – Isaacson (page 48)

[Jobs's] reality distortion field was a confounding melange of a charismatic rhetorical style, indomitable will, and eagerness to bend any fact to fit the purpose at hand.  – Andy Hertzfeld 

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Arbitrage is “the practice of taking advantage of a price difference between two or more markets: striking a combination of matching deals that capitalize upon the imbalance, the profit being the difference between the market prices.” Once the arbitrage spread closes, the profit is made and the opportunity no longer exists. According to Austrian Economics, entrepreneurs’ profits “derive from the services he performs in detecting and eliminating arbitrage opportunities, thereby allowing supply and demand for a given good to meet.” By recognizing and acting on opportunities, the entrepreneur moves markets toward equilibrium. So entrepreneurial arbitrage is a low-risk way of exploiting gaps between what the market demands and what it’s being supplied until the spread closes.

There is very little “invention” involved—startups imitate or slightly modify someone else’s idea and only introduce breakthrough products or new business models many years later. This is what Peter Drucker calls creative imitation. The technology and market demand already exist, but the creative entrepreneur understands what the innovation represents better than the original innovators. This also includes packaging current technologies into new business models. Paul Graham calls this an idea that’s “a square in the periodic table”—if it didn’t exist now, it would be created shortly.

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In December of last year, I gave a presentation to a group of investors on the mental models of robustness and generalist/specialist species. Below are some of my findings, along with how these models can be applied to business and investing.

Animal species reside on a scale with “generalist” on one end and “specialist” on the other. Specialists can live only in a narrow range of conditions: diet, climate, camouflage, etc. Generalists are able to survive a wide variety of conditions and changes in the environment: food, climate, predators, etc.

Specialists thrive when conditions are just right. They fulfill a niche and are very effective at competing with other organisms. They have good mechanisms for coping with “known” risks. But when the specific conditions change, they are much more likely to go extinct. Generalists respond much better to changes/uncertainty. These species usually survive for very long periods because they deal with unanticipated risks better. They have very coarse behavior: eat any food available, survive in many climates, use a simple mechanism to defend a wide range of predators, etc. But unlike specialists they don’t maximize their current environment, because they don’t fill a niche where they could be more successful. It’s tough being a generalist—there’s more competition.

An environment with more competition breeds more specialists. Rainforests have huge diversity and competition, and therefore many specialist species.

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It’s good for any investor or business person to know where their company fits when it comes to the progression of innovation. Even if a certain company or product isn’t new, at some point in time the business it’s in was. Throughout history, innovations (whether they be technological inventions or innovations in business model) came about that performed a certain “job” better than the status quo. Most of these innovations didn’t arrive spontaneously — they were built upon or evolved from their predecessors.

The following is a simplified chart/timeline of innovations in the computer industry:

Consumers purchase computer systems, with new innovations or shifts in one component (processors or operating systems) driving innovation in computer design and vice versa. Other components like storage and display also drove innovation but were less important in this context. Most of the above innovations are technical, with the exception of the commodity PC makers (Dell, Compaq, etc.) which were an innovation in business model.

After money was transferred from consumers to computer makers, it went primarily to chip makers and OS developers. Because suppliers like Intel and Microsoft had strong competitive advantages, they had strong bargaining power, and therefore received and kept most of the value.

Retail Industry

The progression of innovation doesn’t just apply to industries as technical and complex as computers. Below is another timeline (dates are approximate) of the progression of the retail industry:

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As widely reported, Groupon filed their first S-1 today in preparation for an IPO. They’re raising $750 million on top of the ~$160 million they have already raised from angel & venture capital investors so far. The likely valuation range will be $20-25 billion (or possibly more after what happened with the LinkedIn IPO).

The hefty valuation, along with the youth of the company (2.5 years) and the reported operating loss may lead observers and the media to cry “bubble.” While I think that $25 billion is a very rich valuation and wouldn’t pay that amount if it went public today, I think people in general underestimate the potential of Groupon’s business model. In other words, they were probably right to turn down Google’s offer of $6 billion (even if they don’t cash out during the offering).

Before going into Groupon’s business model and competitive advantages, here’s a quick run down of some of their customer statistics from the S-1:

In the above equation, those 5 metrics are multiplied to arrive at Groupon’s net revenue amount (the amount Groupon gets to keep after giving merchants their cut). So in the first quarter they made $270 million before expenses.

First the market, then the moat

Before Groupon and all the other deal sites began, local businesses had many lackluster options for advertising their product. They could send coupons in the mail; pay for ads in a local newspaper; pay for outdoor advertising; or pay for online advertising via Google, local news sites, etc. Most of these options (Google less so) are what Seth Godin calls interruption marketing. They are made to interrupt what you are normally trying to do. And because of that, people usually don’t like them, and they have a very low hit-rate in acquiring customers.

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“There is a wide difference between completing an invention and putting the manufactured article on the market.” – Thomas Alva Edison

In this week’s New Yorker, Malcolm Gladwell writes about innovation and how Xerox PARC failed to profit from the many incredible inventions that came out of its lab. (You can read the summary here.)

PARC (Palo Alto Research Center), located on the Stanford University campus, was founded in 1970 as a division of Xerox Corporation. They were an R&D lab that Xerox planned to use to both create new products and augment their current ones. They were tasked with creating “the office of the future.” In the mid-1970s, almost half of the world’s top 100 computer scientists were working at PARC. Within five years of its founding, PARC had developed a wide array of important computer technologies, including the following:

• Xerox “Alto”– the first personal computer with a mouse and graphical user interface (GUI) that included windows, icons, and pull-down menus.
• A WYSIWYG (what you see is what you get) text editor.
• Computer generated graphics.
• An Ethernet local-area-network.
• Laser printing.

In Everett Roger’s book Diffusion of Innovations, he uses Xerox PARC as a case study in the “commercialization” phase of the innovation-development process. What led the engineers and scientists at PARC to such an amazing track record? Rogers breaks it down as follows:

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