Insights by Danielle Fong

notes from a girl from the future

Category: Essays


noun, aeronautics
an adjustable tab or airfoil attached to a control surface, used to trim an aircraft in flight.
in other words,
a rudder for a rudder too large to be turned directly.
a lever to move a larger lever,
a leader capable of lead otherwise stubborn leaders to action

Also, an open letter to the Canadian government, in advance of the global climate meeting COP21, on the part that we at LightSail are trying to play.

Trimtab v1

Trade Trade Secrets

Your revolution will not be stolen.

Great ideas can’t change the world by themselves. They need people.

There are two kinds of revolutionary ideas. The explosive, and the subversive.

The explosive ideas seem to spread like wildfire. What people miss is that wildfires need kindling. One might spark the spark that lights the fire, but the ideas are in nascent forms in other minds as well — the very minds that would popularize and manifest that idea were they just slightly further ahead. One person — a Rosa Parks of a revolutionary movement, might come to symbolize it. But this revolution was never theirs alone. Rosa Parks was a heroine of disobedience, but the movement would have been sparked by any of those who grew to so fervently support it. One can’t steal such a revolution. Instead, one simply becomes a part of it.

Subversive ideas are a different beast, and are perhaps more truly revolutionary. They are not of their time — they push too hard against the zeitgeist. It is these ideas that are truly original; they can offer tremendous, untapped advantages to those who can realize their products, but in their development they require great effort, intellectual rigor, and dedication.

Perhaps the most challenging aspect of this work is in changing minds. The idea contradicts the conventional wisdom; hence, in addition to the real work, you are asked to produce a sweeping theory for why the right of the world could have been so blind or so wrongheaded. It is challenging enough to get people you employ to consider your ideas. It is even more difficult to have your ideas stolen.

If only it were so easy to change the world.

Harvard Mark I

“Don’t worry about people stealing an idea. If it’s original, you will have to ram it down their throats.” – Howard Aiken (primary engineer of the Harvard Mark I)

Subversive revolutionary ideas cannot simply be stolen. Adopted, with difficulty and without credit, perhaps, like an adopted child kept from their biological parents. But not stolen. Such ideas, before development, are too new, too fragile, and too ill-defined. These ideas only become real as the hard work and dedication required to develop them is put forward.

More than three years ago, I had the central ideas for what became LightSail Energy. Over that period of time, I and my extraordinarily talented colleagues have invested, collectively, the greatest efforts of our careers into developing the product and the understanding necessary to make it, a process that involved hundreds of experiments, thousands of decisions, and tens of thousands of tasks. We have almost two years ahead of us before our first product even ships.

One can not simply steal the kind of knowledge and expertise so developed. The momentum developed by one technical group cannot be simply transplanted into a competitor, it transcends documentation. No — it resides in our greatest assets: our people, the minds we’ve trained, the conventional wisdom we’ve transformed, the reputation that, through our trials, we have deeply entrenched.

While startups are growing, while their greatest advances and products are in their future, they need not worry about a competitor stealing their work or ideas. Startups are in a race against time, not others.


This whole picture changes once a product is released, once made whole.

A novel may be simply transcribed, code copied. An engine, reverse engineered. Once there’s proof that something works, it’s easy for some to imagine that they could simply copy it.

But it takes much more than an opportunistic interest to bring most things to market. Even as Facebook began their long ascent, they feared that Google, or someone else who knew what they were doing, would just make their product. “And look how long it took them!” Mark Zuckerberg exclaims.

Google couldn’t simply steal Facebook, even though they knew how it worked, even though they had access to the clientside code. There was a barrier — the users and data of their growing population. And if one is going to simply copy something, one might as well try to improve upon it. The same urge to simply copy a work now becomes a stroke of inspiration.

The crucial factor? The common thief is lazy, and the lazy thief is thwarted. As you see, the thief is rarely a person of great motivation, excepting for personal vendettas. If other victims make better targets, one is safe. If all victims defend themselves more vigorously than the notion of honest work in the lazy thief’s mind, an honest society becomes an inevitability.

Theft != Transcription != Transformation != Inspiration

We must distinguish these concepts. There are simple semantic distinctions that our law and policy makers continuously evade. But they are incredibly important.

  • Theft implies that the rightful person, an owner is denied access to something of value.
  • Transcription is simply the copying of something, leaving the original intact.
  • Transformation is the manipulation of a work into something of a different essential quality, message, or utility.
  • Inspiration is a transformation less direct, acted upon through the medium of our imagination.

The great danger of laws that ignore these is not that they will prevent theft, but that they will so heavyhandedly prevent transformation and inspiration: the engines of our entire civilization.

Copyright has its merits, but most importantly, compared to patents, it induces limited collateral damage. Authors are protected, by property laws and window locks, from the most egregious of violations, theft, and by copyright, from commercial and transcriptions of their works, which might, it could be said, constitute theft of the market for their authorship.

Where copyright is dangerous is where it spreads. It spreads to non-commercial sharing of fragments, in music, criticism, and art, to the use and transformation of fragments. It spreads to the prevention of the dissemination of works to those who cannot pay, wouldn’t pay, could never pay. It prevents even the growth of the stature of the artist: it dramatically tips the balance of power of such industries away from the artist to those with the organizational resources to enforce their copyright monopoly on others: in music, the record labels, in movies, Hollywood, in science, Reed-Elsevier, Springer-Verlag. Their corporate lobbies will declare that they are protecting the artist, but in reality, the artist is dehumanized. The artist plays only a small role: second fiddle to the giant, thrumming machines of distribution, promotion, copyright enforcement, and market analysis in the publication industry’s leviathan mass.

What does this do?

Musicians, actors, filmmakers, and authors are enthralled to the callous calculations of multinational corporations, by structure insensitive to the local, cultural sensibilities that artists wish to convey. Those artists outside of a mature mass market industry where the promotion machine, defended by copyright, can create hits by bulldozing over works of artistic merit, are steadily seduced by those monied coffers: sell-out or be squeezed out. Indie artists are remarkable for their resilience and their art, but also for their poverty.

Remixes are prevented. The sampling of other’s work is believed to be theft. Internet services engaged in the promotion of new works are embargoed by those entities enforcing copyright. The remixing of footage of ten thousand films, which, as YouTube amply demonstrates, are deemed not inspiration nor transformation but the acts of criminals. And scientists, like me, outside of academia, outside of institutions which can mindlessly purchase the scientific journals of highest repute, are systematically shut out of the products of academic scientists, the works of public investment, which should rightly be the domain of everyone. Scientists are seduced by the well defended and financially supported reputations of journals in much the same way as artists are seduced by the distribution and glamor of the labels and studios, as models are seduced into posing and surrendering their image, for their glamor, their paltry salary, their many admiring eyes, their fame.

A better system, one could imagine, would draw the distinction between the theft of property, the theft of market share or opportunity, and the transcription or transformation implied by these other examples. A remix scarcely steals the market of the original work unless unreferenced. An immigrant entrepreneur scarcely steals the jobs of the natives unless they hire only immigrants as well — and even then this is unclear.

The heavyhanded application of copyright law is tantamount to the mislabeling of transcription or transformation as theft. If we are to grow as a knowledge economy, we must not commit such a grave error.

But all of these problems pale in comparison to the collateral damage done by the patent system.1

Illegitimizing Inspiration and Independent Invention

It is a peculiar feature about a patented invention that it need not actually work.2

It need not actually satisfy any needs.

It need not be, on its own, economically viable.

It need not ever have been intended to be made real, nor spread out into the world.3

It is an even more peculiar feature of patents that they do not grant you any rights, that is, other than that of taking away rights.

Rights to use of equipment that you own.

Rights to a methodology of medical practice.

Rights to manufacture or sale or application of an invention.

But most importantly, rights to inventions that you neither described nor anticipated, but that some aspect of your patent, another invention happens to incorporate.

Even if your patent discusses only the barest of sketches, and all of the hard work, and the vast majority of the good ideas necessary, were the result of other minds, whether independently, or by inspiration arising from the original work.

The patent system, then, makes a terrible sacrifice. Our physical property laws protect our stuff. Copyright, to a great extent, protects our creative, transcribable works. But patent law, in shoring up the defenses against these other violations, ‘protects’ us against, and illegitimizes both inspiration and independent invention.

But the patent system continues to grow. Business model patents. Medical patents. Use patents. Design patents. Continuations, and continuations in part. Nations even measure their inventive efforts by their cumulative accretion of patent applications. The scope of this heavyhanded mechanism continues unrelentingly, and unrepentant, chanting their mantra “We are protecting our ideas. Ideas have value.”

Ideas do have value. Great value. But the value of inspiration, of innovation, of allowing someone to make an improvement on an unfinished, or incompletely adapted idea, and bring it out into the world, is far greater.

If the ideas for stories could be patented, modern artists as great as J.R.R. Tolkien, George Lucas, and Steven Spielberg would have been sued as derivative.  The hero’s journey deeply underlies many of their works, in many forms. And who would have patented the love song?

SOPA – The Thermonuclear Option

The absolute misapprehension of these semantic differences, and the total disregard for collateral damage, in the past months reached a fever pitch with the introduction of the SOPA or Stop Online Piracy Act. It seemed as if everything that could be wrong with it, was.

True, as its proponents claim, it would give the corporate copyright and distribution monopolists one more tool to prevent sharing from degrading their dying business model.

But in a SOPA world, if one person shares one element and one corporation makes one complaint, then in one moment with zero due process and zero transparency, a website can be blocked, and the possibility for any transcription, transformation, or inspiration destroyed.

But not just for the offending material. For everything.

Share, once, the wrong content to Wikipedia, and the entire project, the greatest encyclopedia of all time, one of the greatest efforts of all of civilization, is threatened with extinction.

SOPA has been prevented — so far. But what halted process was that the ‘technical’ aspects of the internet confused our lawmakers. It is deeply disturbing that it was not the semantic distinctions between theft and inspiration, or the threat of inordinate collateral damage, that halted the efforts of SOPAs proponents. It makes one fear their judgments in other matters equally.

While it is tempting to make an analogy to our current middle eastern conflict, it would not, in truth, reflect our military operations adequately. The military aspired to surgical precision. Predator drones. Counter-insurgency tactics.

SOPA represents a different stance. To threaten wikipedia with destruction is to threaten to vaporize the nations thought to harbor Osama bin Laden. SOPA is absolutely the thermonuclear option. It, and the efforts behind it, must be stopped.

What this Means for Startups

Do not be threatened by others copying your idea. Do not even be threatened by others copying an unfinished product. They cannot copy you, nor the imagined futures in your head, nor the organization that you’ve built, nor the reputation you’ve gained.

Your job is to create something wonderful, get it out in the world, and make it so convenient and clear that you should be the one to buy from, that you should be the one to trust, that hardly anyone would attempt to compete with you. iTunes costs money, but is so superior an experience to Kazaa that hardly anyone would choose the latter.

Once you’ve released your product, your goal is to stay ahead of it. To improve it, refine it, and when the time comes, to supersede it — to have the success of your past project propel you into the next.

On rare occasions, a work or invention may operate, its works hidden, for the relevant time period of the interest of its creator. A high tech company might build their product in China, but integrate a single element, hard to make, hard to understand, at headquarters on american shores. A piece of software might require a special key; a chemical process an essential catalyst.

A business might hold a monopoly over these trade secrets for as long as they can, perhaps to wring continued business benefits out of it. This may provide some advantage.

But it will not last. At best, it will buy you time. And at worst, keeping secrets will hamper your own work; your story, your promotion, and all the internal communication of the company. Communication is hard enough when people are open and honest. Operating on need-to-know bases is torture — you don’t know what you need to know. Worst of all, it will keep you in the past — a cruel death to the innovative spirit, and a poor trade for a temporary advantage over a determined competitor.

Trade Trade Secrets

This risks of people discovering the secrets of your work are, frankly, almost always overstated, and the advantages of sharing, truly underrated.

We live in a global world. Interested, helpful parties can emerge from any of its corners. The more that you share, and the clearer that you make it, the further your reach. Helpful parties from any corner can bring gifts, information, criticism, or their own efforts. So much of what we now are at LightSail emerged from the people who over time approached us, fascinated by our mission.

We have secrets, of course. But it is impossible to track them all without hampering every conversation. So we will stay open. Not wide open — not exhibitionist — we can’t spend all of our time showing the world who we are and what we do, but open. We will let the conversation flow. And just as often as we share what we’re doing, people share amazing ideas of their own.

So don’t just keep trade secrets. Trade them.4


1 – Notably, the one area in which patents are decently functional is the one where they are most similar to copyright: pharmaceutical patents. It is unambiguous whether a drug is chemically identical to another, just as is it unambiguous whether it is, despite a different printing process, the same book. Pharmaceutical patents are the exception that prove the rule.

2 – Though in principle, patented inventions are supposed to work, it is beyond the ability of the patent office to determine this. As a result, many incomplete, aspirational inventions are patented — lying in wait as traps for those who discover how to make related inventions practical and real.

3 – Historically, patent models were required from 1790 to 1880 to demonstrate how the invention was supposed to work. Only perpetual motion machines are required today to provide such working models, as proof of their operating principle.

4 – It has been suggested in the comment threads about whether or not the patent system makes possible the sharing of trade secrets. While I do agree that patents do make some form of sharing possible, I believe in the best of circumstances that this is incomplete, and there are significant negative externalities to the fact that it is a patent traded, and not another form of knowledge. Such trades can be as informal as describing the basic shape of the traded invention, in iteratively greater detail, or may comprise such formalities as documents shared under escrow, or contractual obligations to work together to get the inventions working usefully for one another. Importantly, one must be careful to document the invention at a level of detail that will prevent others from patenting the concept and preventing you from practicing it!

How Law Shapes the Business Landscape, and a Patent Puzzle

If there’s one thing I’ve been surprised by while trying to start startups, it’s the extent to which the business landscape is shaped by law.

Skin Cancer

One of my first serious startup business efforts involved skin cancer: melanoma, specifically, by far the most malignant and dangerous type. It turns out that one can really do a pretty good job in terms of detecting melanoma in the early stages, when it’s still relatively easy to treat. This is in part because it is a cancer on the surface of the skin, and typically the cancerous, rapidly multiplying melanocytes produce an excess of melanin in patterns of characteristic irregularity. In other words, one can spot melanoma in ugly moles. If (a) one knows what to look for and (b) actually does look, in the vast majority of cases you can catch the disease before it spreads, and thus, save a life. The World Health Organization pegs melanoma deaths at 48,000 per year.1

The ABCD's of Melanoma

The ABCD's of Melanoma. Part of the ABCDs for detection of melanoma. On the left side from top to bottom: melanomas showing (A) Asymmetry, (B) a border that is uneven, ragged, or notched, (C) coloring of different shades of brown, black, or tan and (D) diameter that had changed in size. The normal moles on the right side do not have abnormal characteristics (no asymmetry, even border, even color, no change in diametry).

The chain breaks in both places. There are papers2 that estimate the sensitivity of physicians to melanomas at 86%, which is not bad, if they happen to look, but not great either. The big problem is that it’s by no means certain that the doctor will look: most melanomas are still found first by the patient. That is, if they’re found at all before it’s too late.

A friend of mine refused to see a dermatologist, despite her friends urgings. Once she finally did, the cancer had grown out of control. She did survive, but she had to suffer through an extremely painful excision followed by reconstructive surgery followed by a recovery period nearly a year long. Prevention and early detection are the key weapons against disease.

This could have been prevented. There’s a heck of a lot you can learn from a photograph, even one taken from a cellphone. From that photograph, a trained individual can determine whether the mole is a cause for concern — whether you’re really just fine or whether one should be examined more closely by a specialist. There are even papers showing how an algorithm can be made to be as accurate as physicians in diagnosing the cancer.3

It seemed like a great hack. Within a week or so, I rallied some friends of mine, threw together an application to Y Combinator, and tried to put a business together.

Whatever the technical challenges were, I was unprepared for the legal and social challenges I was to face. The partners at Y Combinator did like the idea on some level, but declined to fund us. In Paul Graham’s words

“The trouble with the melanoma detection idea is that you’d spend most of your time dealing with legal and regulatory crap. That sort of work doesn’t really take advantage of your skills.”

There were other problems too (we were rather cavalier about the quality of images we’d get in practice from widely varying cameras, lenses and lighting conditions), but in the end it was the specter of law and regulation that cowed us. I still maintain that we could build this, and while perhaps it might not have been the absolute best focus for my efforts or launching point for my career, I still think we could have done a lot of good.4

What concerns me most isn’t that we couldn’t get the melanoma detection idea to take off. It’s that anyone trying to work in the field of medicine is going to have to slog through legal and regulatory crap. There’s a lot that can be done with simple little pieces of software and hardware to help people look after their health. Detection is the first line of defense. But as long as we persist in the current regulatory environment, where detection aids must disclaim whatever they imply or slog through the same lengthy and expensive FDA approval process regardless of their capacity for harm, entrepreneurs, engineers, doctors and scientists are going to be limited in the good that they can do, as well as the bad. Lesson one.

[JessNordell notes that both SpotCheck and SkinScan have taken up the charge! ]

The Electrical Grid

It doesn’t take too long before the familiar seems sane, and what we grow up with seems to have always been, bequeathed to us by ancestors blessed with the virtues of invention, vigor and foresight. I remember, as a kindergardener, when my mother took me to the local power plant, chimneys three hundred feet tall, how awed I was by the sights and sounds — the enormous burners and boilers, steam blasting through turbines powering vast generators, electrons pumping through transformers in gray substations of metal ringed insulators, transformers, cylinders, a geometrical landscape adorned with fins, cathedrals of wire, lines buzzing. Deep sounds metal clangs reverberated through the boiler room, amid hot steel, as my tiny feet traced halting paths along innumerable iron grates. Six years old, seeing this, I imagined the builders of these machines surely must have known what they were doing. Promethean gods walked the earth: behold! This was their handiwork.5

It shocked me to find out how the electrical grid really worked.

The grid, as it exists today, has almost no capacity to store energy. This means that at every instant in time, the amount of energy going on to the grid must almost exactly equal the amount of energy coming off. Otherwise, the grid rapidly fails in its operation, rising too high or too low in voltage, or shifting frequency, or succumbing to noise, spelling disaster to everything dependent upon a smooth, steady stream of power for its operation. That is to say, nearly every device of the modern world.

And while we have some provisions to redirect power on the grid (primarily, giant, motor driven switches of a kind not unlike those which control your household lightbulbs), our ability to throttle the amount of power we put onto the grid is slow and expensive. Gas turbines are the power plants that can be controlled most readily, however their power must be throttled over a period of nearly 15 minutes. When they do this, however, they operate away from their most efficient operating point, meaning that lots of fuel is burned, power is expensive, and more CO2 goes out the stack into the air. Hydropower stations can be throttled nearly as readily as gas turbines, but they can operate in a wider range before they lose most of their efficiency. Coal, petroleum, and nuclear plants, on the other hand require periods on the order of days to speed up and slow down — it takes about that long for them to relax to a thermal equilibrium, keeping thermal stresses within safe bounds.

However, the electrical demand is quite unpredictable, and it can vary significantly in a period much shorter than the 15 minutes it takes for our fastest power plants to significantly alter their power output. So to respond in faster timescales, power plants must run as ‘spinning reserves.’ This is where fuel is burning and the turbine is spinning, constantly, in expectation of a fluctuation. There are now massive power plants, burning fuel this very second, for no purpose other than to smooth out the rapid fluctuations on the grid. I hope I don’t need to point out how crazy this is.

What’s more, electrical supply from renewables is very unpredictable, especially whatever’s coming from distributed power. Wind power is the least expensive (in fact, according to Prof. Marc Jacobson of Stanford University, considerably less expensive than coal power!)6, but in terms of supplying controllable, usable power, wind is terrible! Wind power varies rapidly and widely, is extremely difficult to predict, is quite correlated over large regions, and, what’s probably the worst, wind power comes mostly in the dead of night, when nobody needs it.

Two days of output and wind speed from a four section wind farm. See the sudden drop? That's why we need energy storage if wind is to be a major part of our grid.

The entire world has wired itself up with an electrical grid that is fundamentally insane, and as we plug in renewables to solve the other problem with the electrical grid, controlling it is only getting harder.

We need a way to store energy. The current state-of-the-art8 is pumping water up a hill to store energy (essentially using a hydropower plant backwards), and letting it run down to retrieve it. This works well and is relatively inexpensive if you have the ideal geography, but those plant sites are mostly taken up: from now on pumped hydro energy storage is either going to be a lot more expensive or a lot more exotic (current plans call for giant undersea bladders, or the use of enormous underground aquifers).

Pumped Hydro Energy Storage

Pumped Hydro Energy Storage

There are a number of other energy storage technologies, including electrochemical batteries, flywheels, and compressed air. There are good people working on every one of these approaches, and from our perspective, technically, there’s a good chance that at least one of us will find a solution allowing for energy storage so efficient and inexpensive that renewables, especially wind power, are economically competitive on the world scale, and on an unsubsidized basis.

However, among the many obstacles we find along the way appears the government. Despite their problems, technologies now exist that can both regulate the grid on short time scales (that is, dampening the second to second and minute to minute fluctuations) and, over a longer period, buy unneeded power in bulk at low prices and sell it when needed at high prices. If, on a single device, you can only provide the short or long term service, the economics don’t make sense. Luckily, it is technically feasible to do both simultaneously, on the same device, and thus the economics for the current technology can work out, in at some cases. The electrical grid can be buffered by energy storage, and utilities could make money doing it, to boot! How sensible.

Unfortunately, it’s illegal!7

Let me explain.

Transmission assets, like roads, railways, telephone networks and the electrical grid, have been shown to naturally tend towards a monopoly. In the case of the electrical grid, after a number of political fights the following deal was struck: the government would grant the electrical grid transmission monopoly to a single entity (in some cases more specifically the last few legs leading from the power plants to your home) in exchange for certain powers. In particular, the utility could, using its monopoly pricing power, impose practically any price on the unwitting public, which would pay just the same — they have almost no choice and electricity demand is notoriously inelastic. However, it would be restrained to charge a price only up to a certain regulated return on their capital, and no more. The regulatory commission has other powers, such as being able to define which sorts of investments and projects can proceed, and it places on the utility certain contractual demands to supply power.

Therein lies the first problem. In effect, were one selling power equipment for the grid, one’s real customer is not the utility, but the regulatory commission. It’s in the utility’s interest to buy the most capital intensive equipment that the regulatory commission will allow, and to incur the greatest expenses. After that, it may jack up prices such that it achieves its regulated rate of return, but now, due to its greater expense, it is now earning a greater profit as a greater entity for more investor dollars.

I never imagined such a perverse set of incentives. There are only three reasons for which utilities regulated in this way will look beyond the most expensive corner of the status quo. Firstly, in order to reduce risk on their capital investments, secondly, to explore the use of alternative technologies and broaden their strategic options, and finally, out of the goodness of their hearts. They’ve actually done a lot on that last count; that renewable energy is deployed at all seems to me shining evidence of a desire to do good. But utilities are conservative organizations, they’ve already figured out how to run their capital investments with very low risks (lower than most new technologies could possibly manage) and dollars for technology exploration are in short supply.

So, there’s the first shocker. Utilities with a regulated rate of return (I think this is most of them, though I’d love a better quantification for this) have essentially no incentive to save money, and hence no incentive to try out new money saving technology. If we’re to sell to anyone we have to sell to the regulatory boards, who are even more conservative. Oy.

Secondly, as the government is fond of doing, parts of the electrical utility business have been broken up, and they are not even allowed to talk with one another and share information, much less operate with the same hardware. The transmission department at PG&E is kept sealed off from the generation department at PG&E. Unfortunately, despite the fact that it is ludicrous, that it is patently insane to operate an electrical grid without energy storage (just as it’s insane to operate a network with no buffer, a computer with no cache or memory), there is no energy storage department at PG&E, or at least it doesn’t fit into the existing regulatory structure. There are no requirements for a certain amount of energy storage, and even the things that you could do to save money for the utility are unattractive for the reasons described above, and even those are unlikely with current technology to be good investments because they are both risky and it is illegal to operate the same device for both the generation department (people are saying now that storing cheap energy at night and selling it at a higher price during the day is called ‘generation’ for some reason) and the transmission department (regulating short term fluctuations in the grid and storing energy to ease congestion is called ‘transmission’ for some reason). So, a sensible and practically necessary thing (energy storage) is not allowed to be run in a manner which with existing technology which could save the public and the utility money and could enable the economic competitiveness of renewables. But that doesn’t matter because utilities aren’t trying to save money anyway.


A couple of these problems can be avoided in the new, deregulated, ‘ancillary services’ markets. These deregulated markets, humorously enough, are markets for regulation — utilities and electric co-operatives pay a premium for MW scale power slices, so as long as you’re in the right spot and can deliver power on extremely short notice (people are pushing this as short as 4 seconds) you can stand to make a fair bit of money on a deregulated market selling to utilities. There are a few companies (Beacon Power is a prominent one) that try to make systems to do this now: in addition to the technology they’ve developed they’ve put in an incredible amount of political effort to get utilities to open up and deregulate their (*snicker*) regulation markets.

Unfortunately, the economics are still somewhat marginal. Current energy storage technologies are really expensive compared with the wasteful throttling of fossil fuel power plants. Better technologies (we’re working on one) might be able to make a really substantial profit. And if you can do energy arbitrage (buying power low, selling it high), or do something else that’s useful with your energy storage device, you can make even more money. Unfortunately, as above, it’s illegal to sell regulation services and do energy arbitrage on the grid — you have to do something else. (If any investors are reading this, don’t worry, we’ve got a few tricks up our sleeves!)

Someday, by our actions and with the help of others, enough of these problems will be solved so that the electrical grid can be buffered and made sane, that the public will save money by using energy storage, and renewable energy will be free to take over the world.


Until then, we’ve got a lot of work to do. Here I thought we were working on a complete, technical solution to solve a massive problem in the world. A straight shot. And what do we find? Legal and regulatory crap, my nemesis, as defined by Paul Graham.

Lesson two.

So it goes.

A Patent Puzzle

Inventing things is what I do. It’s an inseparable part of who I am. I can’t get three chapters into a book before I have an idea for a new technology, product, startup, or hack. Parties are brainstorming sessions. I pester romantic partners as we fall asleep.

Some of my ideas are good. Some, not so good. Those that pass all my filters probably each have a decent shot at solving a major problem in a way fundamentally better than what’s come before with an approach that’s within my eventual capability to execute. Maybe it’s a little better than 1 in 3. I can’t really know until I try. But because I have so many ideas, and possibly because of practice, they number in the hundreds. If they were they only idea I had, I could really see myself giving them a go. And succeeding. I am not at all unique in this.

One thing that helps tremendously is to be able to talk about one’s ideas. Maybe even bring another person in to help work on bringing them to life. Oftentimes one’s ideas are too much for one to handle at some time, or maybe one is missing some crucial missing piece that needs just the right person or the right piece of knowledge.

If good ideas are too plentiful to fully utilize by oneself, if the difficult part of profiting from a good idea is bringing them to life, and if being open about them aids in this process, then ideas should be free.

Or, at least, it should not make one unduly vulnerable to reveal one’s ideas. One should at least be free to let one’s ideas free.

My friend, let me tell you about the patent system.

If I hold a patent on something (a widget), it does not allow me to build, license or sell the patented widget. It merely allows me to prevent others from building, licensing, or selling that widget (or anything else that falls under the widget classes and widget constituents for patented widget uses under the widget claims).

If my widget involves some device (a sprocket) that someone else (Eve) has patented, Eve can prevent me from building, licensing, or selling my widget unless I purchase a license for Eve’s sprocket.

If my something absolutely requires some crummy little item (a doohickey) that I forgot to mention or didn’t quite yet invent in my papers, my blog posts, my patent applications or my brochures, the sum total of my disclosure to the public domain and the patent office, and Eve notices this, she can patent said doohickey and the rational use of her doohickey and extort an outrageous price from me before I can sell any widgets at all.

Herein lies the problem.

Race to the Sea!

The Race to the Sea of the Second World World, 1914.

The Race to the Sea of the First World War, 1914. While the war was still mobile, both sides attempted to find an open flank. This began a race that ended when it reached the sea. Before these lines were drawn, armies were mobile. Afterward both sides became mired in grueling siege trench warfare from nearly unassailable positions. An analogy with patent strategy is apt: intellectual property is territory, and you do not want to be surrounded.

If you mention almost anything specific about what you’re doing and how you’re doing it, then you’re making yourself vulnerable. Eve can now take a look at what you’ve done, run through possible improvements, and possible requirements that you either have not claimed or disclosed or have not invented yet, and patent the ones that will hurt the most. Once you’ve given away your position, she can surround you, choking you off from the possibility of profiting from your work.

The important patent on the sewing machine was the sewing pin. With a tiny little hoop through the head. It is easy to forget the little things.

In the current legal climate, there are three options.

1. Stay hidden indefinitely. Protect everything that you’ve got by trade secret. If you personally (with or without corporate backing) expect to be able to bring your ideas to their full potential, this might be best for both you and the world.

2. Race to the sea. Patent your work — stake your ground, and reveal your position. Once your first patents are filed, you have to, urgently and carefully, check to make sure you’ve thought everything through. Are the relevant uses and markets patented? Are all of the incorporated or required devices available as commodities, or public domain, or inexpensively licensable, or do you own those patents yourself? Are you absolutely sure that you haven’t left anything critical out — that there’s nothing that you still need to invent that someone else might patent first? Are substantial improvements and variants of your design included in the first patent? There is a relatively short delay (on the order of a year) between when you file a patent and it appears for publication. If any of the vulnerabilities describe above exist, you’ve got until the publication date to protect yourself before Eve can make her attack. The clock is ticking.

3. Use your judgment, talk and write as freely as you desire, and cross your fingers. Hope that no one patents around you, and no one litigates.

I personally would love to be able to open source many of my patentable ideas. Engines. Desalination plants. Solar collectors. Refrigerators. Waste water mining. Wind turbines. Boats. Planes. A crowd beacon. Medical devices. Heat lamps. Translucent coatings. Metallurgical processes. Bioreactors. You name it. But the legal climate does not make it very safe for me to do so. If I write about them too freely, Eve might patent around me — now neither I nor anyone else can pursue my idea without encumbrance. If I protect myself by racing to the sea, I need to engage in an extraordinary investment of time, energy, and money on an idea that I probably crystallized in three seconds. It’s clear that even in the best of circumstances I’d be rate limited, but for almost all practical purposes this would become an untenable demand on my time (unless I have the resources of Nathan Myhrvold at my disposal.) Finally, I can protect myself by keeping my ideas trade secrets. Unless they are one of the few which I actually find the time and resources to seriously work on, this accomplishes exactly nothing. There is no pile of precious ideas I keep to stroke at night. I do not hoard them.

Some members of the free software community have been brainstorming ideas which have some relevance to tackling this problem. They include the Patent Commons and retaliation provisions in the GPL v3.9 Unfortunately they really do not provide full protection. Patents can only prevent people from building or selling things. They are weapons. Patent trolls, on the other hand, don’t build or sell anything. There is nothing to retaliate with, nothing to counter-sue, there is no center, no target. Patent trolls occupy an ecological niche in the legal landscape equivalent to cell based terrorist organizations in today’s political world. A sufficiently determined and evil person could extract billions of dollars from the world and destroy billions of dollars in wealth via long and painful lawsuits, simply by surrounding the patents and inventions that the world now relies upon. Perhaps at this time our only real protection is how grueling and soul destroying that path to fortune is versus the creation of wealth.

The patent system is supposed to encourage innovation. But I think what it’s done is cause everyone to overvalue ideas, and that has shifted the balance of power away from those who want to turn their ideas into something concrete and towards, marginally, those who have the ideas in the first place, but much more worrisomely, those who wish to wage war with them.

I’d love a discussion on how to fix this system. Specifically, not what to fix, but how: what specific actions can we take to make a difference? Quite apart from this, what should I do? Suppose I want nothing more than to do good for the world, to let my ideas, if they so deserve, blossom fully into life. Just talk about them and hope there’s no lawsuit? I do not want to be thinking about this!

Lesson three.

More legal and regulatory crap. Maybe I shouldn’t be so surprised: without law, there’s no formal property, no real capitalism, pretty much just anarchy, really. Of course it undergirds business. But what’s strange is that it’s constraining my thought. I just want to talk to people about my ideas, help the world, and be good. This shouldn’t be so hard!

So it goes.

Post Script: Trevor Blackwell of AnyBots and Y Combinator gives a thoughtful reply on Hacker News as to how the regulations that come into being are so malformed.

Big companies are smarter than gov’t regulators, they understand their business better, and they have a longer time horizon. So when the government comes around to regulate them, they think “OK, how can we turn this into a huge barrier to entry for new competitors?” They have large lobbyist and strategy budgets. They generally win.

The most misregulated industries in the US are energy, medical, and transportation. So there are lots of glaring inefficiencies, but they are there for a reason. Technologists assume the reason is stupidity and that clever inventions can fix things. Frustration ensues.


1 – Lucas, R. Global Burden of Disease of Solar Ultraviolet Radiation, Environmental Burden of Disease Series, July 25, 2006; No. 13. News release, World Health Organization

2 – Delays in diagnosis and melanoma prognosis (II): the role of doctors. Richard MA.

3 – Neural Network Diagnosis of Malignant Melanoma From Color Images, Ercal F. et al.

4 – I was told later by an entrepreneur formerly employed by the FDA that with a sufficiently awesome disclaimer one can put nearly anything on the market (“Nothing this program tells you means anything”) though I am really not sure how well this works in practice. I have read horror stories of the offices of a breast cancer detection aid being raided by the FBI — the case had to go up the the supreme court before they were acquitted.

5 – I do remember, however, challenging my tour guide in the waiting room when my cartoon host ‘Zappy the Electron’ claimed that both electricity and electrons traveled at the speed of light!

6 – Jacobson, M. Z., and G. M. Masters G. M., Exploiting Wind Versus Coal

7 – I should mention that I only know about these problems in the context of the USA regulatory framework. I’m sure there are analogous problems elsewhere, but I have not examined them in sufficient detail.

8 – State-of-the-art if one is considering cost effectiveness, and not energy density! Pumped hydro plants are gargantuan.

9 – This is a good discussion: Copyleft versus Patents: The Open Source Legal Battle, By François Lévêque and Yann Ménière

The Choice of Work

During the back and forth of exchange with a technical recruiter, he finally asked me what I was looking for. And so the floodgates opened.

This may sound weird, but I pretty much choose employment based on the promise of quality work. Other factors fade into irrelevance.

When I say quality of work, I mean more than the work environment, more than the magnitude of technical challenges, and more than the IQ of those I’d be working with. I want the opportunity to walk paths with the greatest hope of leading to first-class work. Nobel-prize winning kind of work.1 This force guides me, and so inevitably I tend upstream of technological change. Money and prestige are mere proxies for what I really want: to develop and inspire fundamental changes in the way people live. That doesn’t mean I need tackle the greatest problems humanity now faces (yet). What matters is that I, personally, have a reasonable approach. So I must always remind myself to, as Richard Hamming says, ‘plant the little acorns from which the mighty oak trees grow’ — because small projects can, swiftly and strikingly, grow momentum and value.1

I find little value in submitting myself to some company culture. I instead mean to develop my professional values, ambitions, and goals: for example, I would like to develop new methods, make them available by open sourcing them and make them popular by evangelizing them. I’d love to be given the chance to teach what I’ve learned. Excellent people bring ideas and perspective to a communities of makers. Given time, I think this will evolve naturally into a company culture worth having.

Most big companies grow faster than they could build trust, to a size greater than strong values can be supported. Natural culture is the product of alignment of creative philosophies, and in BigCo, this is too often replaced with virtual company nationalism. Fascism even. I find this is more than distasteful. I haven’t really learned how to work within it at all. I could devote my efforts to such an organization only were there deeply meaningful work to be done. And why bother?

Paul Buchheit's first Google Check.

Angling to be upstream of technological change, I bait unusual questions and find surprising answers. Give me the choice between a VP position at a big five media company with oodles of benefits, and, say, work at an early netscape or google for a totally minimal salary, and I’ll choose the latter every time. I’m pulled towards organizations where I can learn about organizing, rather than learning about institutional tradition. It’s not important for me to learn about how to run a large organization: if ever I do, I won’t follow of the paths of current captains of industry. Instead, I intend to help grow large, leaderless, open organizations, and so I’d do almost anything for a chance to work with Caterina Fake, or Linus Torvalds.

I want to work on something I find deep personal meaning in. I strongly believe in supporting open culture. I don’t think I’d work for long in games or entertainment unless it could influence some social change. I worked at MochiMedia because it made possible an income stream for small independent developers where none existed before. This finally opened up professional game development from BigCos. Now, much innovation in gaming emerges from bedroom studios. Independent game developers can now commit to their art in a way they before could not.

Similarly, I’d work at YouTube rather than Hulu, even though one’s a startup and the other isn’t, because they’re more interested in involving everyone in the process. As Clay Shirky says, they’re interested in ‘finding the mouse’.

I want to work somewhere where I can truly make a difference. Why am I working in technology at all? Archimedes once said, ‘If you give me a lever and a place to stand, I can move the world.’ Technology is my lever. I need only find place to stand. This makes me wary of startups that try to do good, but aren’t particularly focused on doing it efficiently. I wouldn’t work for most charities. There’s too little pressure on them to focus — the tempering influence of market competition is replaced by government demands for ‘accountability’, which arn’t nearly so powerful.

There are numerous ‘ecogreen’ websites out there that try to promote simple, green ways of living. These may be virtuous, however, in terms of minimizing environmental impact I think they’re somewhat irrelevant.2 Saving plastic bags won’t lift a toe on our carbon footprint unless we find ways to either cut down on air and automobile travel, or do it more efficiently. And on carbon footprints — global warming is, I think, a red herring — there are thousands of nasty effects of pollution from, say, coal-fired power plants that will hit even if global warming doesn’t occur (though I think, probably, it will). Too much of China now wears breathing masks.3

I can see myself dedicating myself to the right company, so long as our goal, philosophies, and ambitions align. Yet these are stringent requirements. So far, then, I’ve found it necessary to reserve some energy and time for my own projects. So I must be open with companies: with most, I want only consulting work, to help them with some particular project, idea or problem. And I want to be completely, totally honest with everyone about it, because so far, the high road has never let me down.




[1] – From the classic talk by Richard Hamming, You and Your Research. I don’t, particularly, apologize for my ambition here. Why shouldn’t I try to do first class work? The Nobel prize winning part is purely incidental. But this is the kind of work I mean — a significant contribution, one that people can build upon.

[2] – The free, online book Sustainability – Without the Hot Air is an excellent read. It is the first thing I’d suggest to someone interested in seriously starting into environmental matters. I shouldn’t claim that small contributions to green living are completely irrelevant — each does have some small effect. Perhaps raising the issue of green living in our collective consciousness will have an effect greater at second order than I imagined. But so many of our behaviors are misplaced. Many people, for example, go out of their way to buy ‘sustainable’ products at Whole Foods, say, when in reality, longer vehicle trips do more damage than almost anything you could buy. Many things are sold in a way to make you feel good about buying them. They don’t have any real effect!

[3] – This is worded provocatively, but pollution in China is a growing catastrophe. See ‘As China Roars, Pollution Reaches Deadly Extremes’ and ‘Where Breathing is Deadly’.


Thanks to Alex Lang, Ma’ayan Bresler, Nick Pilon, Colin Percival, Michael Nielsen, and Joel Muzzerall for reading drafts of this, and Charles Beatty, for sparking it.

PS: Certain misconceptions have been raised. Some feel that this is one demand of an over privileged generation. I reply to this here. Additionally, I am not, in fact, abandoning my startup. But I do need money, and a visa, so I am looking into either employment or seed funding.