Yesterday’s post “This is what I believe” I make the following 4 statements:

  • Information is proportional to the rate of change of data with respect to time
  • Knowledge is proportional to the rate of change of information with respect to time
  • Innovation is proportional to the rate of change of  knowledge with respect to time
  • Wisdom is proportional to the rate of change of innovation with respect to time

In clinical terms, this is called a “Differential Equation”

I always get a lot of questions about these.  Most people’s eyes glaze over as their expression goes blank with far off images of high school Calculus class.  Few people realize that these relationships are so common and so intuitive that we are all  performing “Calculus” in many of their thoughts, words, actions, opinions, observations, and conclusions about the world around us.

But, just in case there is any doubt about the pervasiveness of differential equations in our culture and thinking, listen to the experts:

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Move fast and break things” – Mark Zuckerberg

The idea here is that it’s OK to fail because this is how learning happens (rate of change of knowledge) but make sure you do it fast (with respect to time) because the objective is to innovate, not to not make mistakes.

honor your creativity and you don’t ever ignore it or go against what that creative image is telling you. – Lady Gaga

Here she is referring to the proportionality component of creativity. The magnitude of the inspiration (rate of change of one’s knowledge of a matter) is greater than all other thinking moments, but it is constrained in time (with respect to time).

“The Googly thing is to launch [products] early on Google Labs and then iterate, – Merissa Mayer, Google VP

Marissa is talking about Wisdom.  While innovation is proportional to the rate of change of knowledge, wisdom is proportional to the rate of change of innovation.  The speed at which Google can innovate is how Google creates wisdom of what to do next.

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Here are a few more. See if you can spot the differential equation:

“What Mark worries about the most is the lack of change, the lack of innovation” – Sheryl Sandberg, COO Facebook

“Every new thing creates two new questions and two new opportunities.”– Jeff Bezos, Founder of Amazon.com

“It’s always about timing. If it’s too soon, no one understands. If it’s too late, everyone’s forgotten.’” – Anna Wintour, Editor in Chief, Vogue Magazine

All technology starts as a spark in someone’s brain”. – Nathan Myhrvold, Intellectual Ventures (hint: sparks travel at the speed of light)

“As people innovate and learn faster, they help generate new ways of performance improvements for everyone while progressing toward their own higher goals” – John Hagel, The Big Shift

Differential Equations are used to describe a vast array of phenomena in our physical universe.

These include the the forces of particles in motion, diffusion of medicine through cell walls, the decay of radioactive substances, and effects of gravity on bodies, weather, energy, chemical reactions, even the creation of money itself.  It should not be a shock then that bankers, CEOs, politicians, and all “investors” are not actually concerned with money, they are concerned with the rate of change of money with respect to time.

The question now becomes, why would their NOT be an algorithm for human values of knowledge, innovation, and wisdom when there is an algorithm for everything else with respect to time.  

Additional information can be fount here: Exoquant; an algorithm for Social Capitalism 


  1. There is a tiny flaw in Market Capitalism that can be easily corrected
  2. Technological change must always precede economic growth; we are going about the process of globalization as if economic growth can precede technological change.  We got it upside down, that’s all.
  3. Anything that can be made by allocating scarce land, labor, and financial capital can also be made by allocating abundant social, creative, and intellectual capital.
  4. For every dollar of tangible value, there is at least 100 dollars worth of  ‘intangible’ value that is really just ‘invisible’.
  5. The global debt is trivial in comparison to the invisible value that exists with no accounting system to represent it.
  6. There should be no economic incentive for anyone to make anything other than what they are most talented, interested, and passionate about.
  7. Nobody knows everything.
  8. Everybody knows something they can teach any other person.
  9. Students, by definition, hold an equity position in their teachers.
  10. Therefore, teachers should hold an equity position in their students – this will fix a lot of things.
  11. Nothing economic happens until two or more people get together and build something.
  12. Competition is over rated.
  13. Collaboration is under rated.
  14. All monetary things are valuable but not all valuable things are monetary.
  15. There is a perfectly legitimate market for everyone.
  16. A new currency will be the last thing that happens, not the first.
  17. You can’t eat Gold
  18. Information is proportional to the rate of change of data with respect to time.
  19. Knowledge is proportional to the rate of change of information with respect to time.
  20. Innovation is proportional to the rate of change of knowledge with respect to time.
  21. Wisdom is proportional to the rate of change of innovation with respect to time.
  22. If you want to create wisdom, go increase the rate of change of innovation.  If you want to create innovation, go increase the rate of change of knowledge, etc. Now, flip over the series 15-18 above.  See, you’ll do just fine.
  23. Money represents past, present, or future productivity – otherwise nobody would work for it (think about that ).
  24. Therefore, a currency backed by debt and a currency backed by innovation would become the mother of all hedge funds.
  25. Securitization is a miracle of scale if done correctly, a disaster of scale if not
  26. Time is the only valid basis of a currency.
  27. My singular objective and greatest aspiration is to make “intangible” value tangible.  I am confident that my children – and yours – will know what to do next.

The Human Productivity Chart:

Human civilization has progressed through many stages.  Each stage arose from the “integration” of the tools developed in the prior stage.  Believe it or not, the next economic paradigm will arise from the integration of the tools being developed in the current stage of human development. Let me explain:

Hunter -gatherer:

We started as hunter-gathers who traveled from place to place to follow animal migrations and seasonal flora.  People would collect fallen branches and burn them for heat or cooking.  Then people started to sharpen rocks that could be used to hunt food better than a dull rock. They sharpened rocks to chop down trees for warmth and shelter.  Soon they sharpened rocks to till soil.

The agrarians

The arrival of the agrarian age came when the arrow, the axe, and the plow were integrated; that is, the output of one became the input of another – allowing people to conserve energy and increasing productivity. The emergence of communities led to the division of labor as people specialized their skills. People soon developed tools and techniques for forging metals, building structures, and harnessing of forces such as wind, sun, water, and domesticated animals.

City-states

The arrival of City-States arose when division of labor, harnessing forces, and transportation became integrated.  Spare time became available to experiment in ideas such as governance, laws, civil services, and currency. Travel allowed for trade of goods, services, and the spread of knowledge across great distances.

Philosophers

The age of philosophy emerged as the leisure class, knowledge exchange, and civil law integrated such that people began to question existence, spirituality, and test theories about the observations that they constantly witnessed in the natural world.

Scientists

The scientific age emerged from the integration of tools developed during the philosophical age.  Written language, mathematics, geometry, came together as alchemists attempting to turn lead into gold, instead created many other new and useful things from the elements. Astronomy, calculus, the scientific method, and modern finance were born.

Industrialists

The industrial age emerged as an integration of the tools developed by the scientific age.  Eli Whitney demonstrated the “interchangeability of parts” paving the way for modern production. The printing press and cotton gin demonstrated the scalability of machinery while capitalization and securitization of value (finance) allowed a merchant class to allocate land, labor, and capital.

Information

The age of information formed from the integration of tools created by the industrial revolution.  All that machinery created a tremendous amount of data.  Computers were developed for processing data creating information that could be used to make productivity more efficient.

Knowledge

The Knowledge age emerged from the integration of tools developed during the information age. The Internet vastly accelerated the amount of information available from which knowledge could be applied as factors of production in physical systems from weather prediction, space travel, medicine, and new ways for people to organize their selves.

Innovation

The innovation age will emerge from the integration of tools developed by the knowledge age.  So called “social media” is creating thousands of platforms upon which people reorganize themselves around interests, affinities, relationship, and commerce.  As these tools integrate; that is, when the output of one tool becomes the input of another tool (and vice versa), a new economic paradigm will emerge.

Wisdom

Keep in mind that the agrarian economy and all previous stages are still with us today. Keep in mind that elements of future economies also exist today.  Keep in mind that the US dollar has not always been the currency of trade nor should we expect that it will always be with us in the future. We can assume that the productivity inherent in people and communities is not dependent on the currency, rather, currency is dependent on it.  Time is the only scarce resource and everyone has an equal amount of it.  As such, time is the only true currency.


Teachers are “threatened” with layoffs. In some cases, the profession is openly mocked. Meanwhile, corporations are staring blankly at the knowledge gap in their industries.  The older generation is retiring, moving on, and taking their knowledge with them.  Teacher’s unions are busted and disappearing. Apprenticeships are a thing of the past.  Everyone is asking “where are the jobs – there is plenty of work to do”

Education is obviously a financial instrument.  Think about that for a minute – it is an investment like any other investment. Wall Street has an arbitrage instrument for every market anomaly – why not education?

What would happen if teachers were given an equity position in their students?  Isn’t this what families do to prepare their kids to take over the family business?  Isn’t this what happens in corporations where executives pick proteges?  Isn’t this what happens in politics where knowledge is traded among a closed group?

A school like Harvard University or MIT certainly hold and equity position in their students. What if every community viewed every child as an asset instead of a liability?


Social Flights is a complicated game.  Aviation is a complicated business.  This makes Social Flights a challenging business model as much as a great opportunity for those who can figure it out how to play for keeps.

The Challenge

The challenge is to bring on as many as 5000 independent Travel Tribe leaders distributed broadly across a wide geographic area.  Their task will be to strategically build flight plans for private aircraft in their communities. Community leaders will be compensated financially for driving revenue … much is common to a traditional sales channel.

However, each of these community leaders will have already accumulated a vast set of strategic knowledge and experience that can benefit Social Flights across the system. Likewise, Social Flights needs to bring each of them up the ladder of domain specific knowledge in the aviation business.

For compensation, Social Flights offers a tiered affiliate program that pays out various levels of commissions on flights booked according to the affiliate’s tier.  One concern is that this strategy may not create an incentive to share information broadly if one is protecting their own tier standing or their own order of influence.

Cascading Information

Another approach would be to use a cascading information system.  This is a gamification theory that suggests: information should be released in the minimum possible snippets to gain the appropriate level of understanding at each point during a game narrative.

Initially, information would be released by social flights in our initial training program.  Later, other players of the game can release information to each other in specific packets defined by the flight scenario.  Such packets of information can be rewarded with other packets of information – or access to more scenarios. The Cascading information theory promotes loyalty, engagement, influence, and time involved in the game of building flight plans.

Gaming the game:

From the onset, Social Flights encourages gaming the game.  This means that we expect to learn a great deal about our business by watching other people play it.  There are far too many scenarios and permutations of business strategies for us to predict how and where they would apply.  All we can do is specify a baseline game scenario form and watch the ways the game is gamed.

In a sense, Social Flights would also be subject to the Cascading Information Theory, thus demonstrating how a corporation would enhance their own engagement, loyalty, influence, and time-quality in the communities where they operate.   

(reference: Gamification.org – wiki; Cascading Information Theory)


There is a raging debate about data usage, privacy violation, and even epic technology data hacks.  The reason is simple – data has value.  Ultimately, data are convertible to value – in some form or another, including money.  That means that data are a convertible currency.  This is not necessarily bad, however, there is a right way and a wrong way to convert data into value.

The wrong way is to steal it from it’s rightful owners

You and I, by our motions, movements, communications and the pursuit of freedom and happiness create a huge amount of data.  This belongs to each individual.  When two or more   people interact with each other – the data they create belongs to them, and nobody else.  This is a very powerful relationship that others seek to exploit.  Equally culpable are those who don’t protect their data and the data they share with people around them.

The right way to use data is to play a game

If you observe any game that people play – from children’s games to sports, and even gambling – they all have one thing in common.  Each player has the same information as all the other players.  The game is largely the ability to influence the information with data. Kids know the probability that a they will be tagged and influence their strategy accordingly – but they all play on the same field. In a basketball game, gravity behaves exactly the same for every player on the team. Poker players know the probability that their opponent will draw a flush – there are only 52 cards.   Stealing Data is like slanting the playing field, stealing cards from the deck, or changing the influence of gravity.

Fair Market Value is a Value Game

The underlying assumption of market capitalism is that everyone has the same information.  Two people holding the same Carfax report can have a rational and fair negotiation about the value of that used car.  As such, the used car market is efficient.  Package labeling, truth in advertising laws, and pharmaceutical disclaimers are an attempt to keep a market efficient so that the market can arrive at a “Fair Market Value”.

The Value Game

The Value Game being tested now at Social Flights is a real life game where real people fly to real places to do real things on real nice airplanes.  There are no badges, tokens, little pink cows, wiggly worms, mayorships, or leader boards.  The Value Game is a real economic game built on real data that real players create, own, and share only with other real players.

How to use data correctly

The Value Game will process a great deal of information to make Social Flights operate efficiently.  Data must be normalized to calculate the probability that a flight will fill so that everyone can make a rational decision about price.  Normalized data can be used to create a seat cancellation insurance policy to reduce price volatility.  Normalized data can help travelers buy an option on game 7 of the World Series, before game 5 has ended. Normalized data can be applied so the player knows exactly how much of a discount to require from a vendor for accepting a coupon. Etc.

The Value Game does not need to know your name, address, phone number, or credit score to compile useful information.  The Value Game does not even need to know such information about your friends, family, or professional relationships.  Nobody needs to know your private information –  unless they intend to use your data incorrectly.  After all, thieves need to know who to restrict your data from – you.


Many important ideas are emerging related to collaborative consumption and the sharing of physical assets.   The primary idea is that communities can save money and conserve natural resources. The most powerful byproduct of collaborative consumption, in my opinion, is that communities can organize around physical assets to produce what they actually need, not what they are told to need.

The idea of collaborative production is generally referenced around a host of enterprise collaboration tools.  However, many of these tools are designed to benefit the for-profit enterprise allowing them to collect high value knowledge assets while eliminating high risk employment liabilities under the noble flag of “Crowd Sourcing”.

Collaborative Production

True collaborative production is related more to the idea that communities decide what to produce. In classical economics, the merchant class allocates land, labor, and capital and largely decides what will be brought to market but also what can be withheld from a market.  Collaborative Production starts with the idea that a community allocates it’s own knowledge resources to produce what they need and withhold what they don’t need.

This distinction is actually quite important.  Combining some sugar with fat and stirring in a lot of advertising to produce candy is much faster and easier to do than raise carrots, for example.  While the farming community may prefer to raise carrots, profit margins on carrots are driven by supply and demand for calories – as such, carrots compete directly with candy.

Have you ever seen a commercial advertisement for Carrots?

Ultimately what gets produced is that which is easiest and cheapest to produce, store, and transport – not necessarily what a community needs to be cheaply and easily produced.  Eventually the knowledge assets required to grow carrots begin to atrophy by the process of collaborative destruction.

Collaborative Destruction

Today, many communities are trapped behind closed doors.  People do not know their neighbors.  They are unable to reach an agreement about what they can build together.  When they lose their “Jobs” they lose their identity and direction and they attach to whatever idealism crosses their fear threshold.

The greatest challenge ahead of us – and the greatest opportunity as well, will be to interact with each other.  We need to know what the other people around us know and find a place for our own knowledge assets in our community.  Communities need to collaborate outside the construct of a corporation and produce the things that they need.  Social Media provides an astonishing tool for a new form of social organization if and only if it can be used to beat the effects of collaborative destruction.


In the last few articles, I’ve discussed the importance of Intentions as a superior means of storing and exchanging value because of the ability to predict economic outcomes.  Only from these conditions can we construct an alternate currency.

For all Intents and Purposes….

Suppose that we suggest that one’s knowledge inventory is a good representation of their intentions to do things.  You can test this by strolling through the aisles your neighborhood Barnes and Noble book store and observing your own reactions to the titles as they flash by.  Notice how your tendency to act  (stop to read the byline or even pick up the book to read the cover) correlates to your organic knowledge, passion, interest, or experience.  Notice which sections you tend to linger in and how your eyes float up and down through the shelves, etc.

So let’s say that you studied business in college.  We can then say that you have an intention to conduct business.  The same holds true if you studied math, engineering, art, music, creative sciences, and/or social sciences. So we can say that a knowledge inventory is an intention inventory – assuming that you are not distracted by ADVERTISING.

Let’s make some predictions:

If you have low knowledge and high interest, your intentions would correlate to those of a student. If you have high knowledge and high interest, your intentions would correlate to those of a teacher.  If your have low knowledge and low interest, you would register no intentions.  If you have high knowledge and low interest, your intentions are ambivalent.

One step deeper:

If we were to assemble a community’s knowledge and interests on a few bell curves, we could make predictions about what a community intends to produce. If a community has high knowledge and high interest to build airplanes then we can place a value on those intentions in a market.

Now here is where the fun starts:

If we can predict future value, we can create and “intention currency” and capitalize it.  That means that we can turn it into a debt instrument and make a promise to pay back the today’s intention currency with future intentions.  If we can capitalize an intention currency, we can securitize a combined pool of many intentions and sell “Intention Bonds” that finance today’s intentions with those of tomorrow. Meanwhile, as we build the airplane, we have the incentive to innovate and create new knowledge that we can use to pay off the intention debt in the future.

Preoccupied or unoccupied?

If is sounds crazy, be assured that it happens all the time by corporations, marketers, demographers, politicians and even among some prison inmate populations.  Of course they will never tell you this, but unfortunately communities of people, social networks, and all the knowledge inventory sequestered inside corporations or messing around on Facebook have not figured out how to monetize all these intentions for themselves.  This is because they are preoccupied by an influence currency called – ADVERTISING


The wisest people in history have been saying the same thing over and over again, yet we fail to listen and act: People are an asset, People are the greatest asset.

So Then, Watch your assets

Meanwhile, our “risk based” capital structure accounts only for the observed randomness of individual human nature rather than trying to securitize the potentially infinite wisdom of crowds.  This is a problem, this is our very serious problem.

Everyone is Committed to The Public Domain

Anyone familiar with The Ingenesist Project knows that we commit a new class of business methods to the public domain for other people to use for building the next economic paradigm. For example, The Value Game developed by ourselves, is being used by at least 3 new start-ups as the value creation mechanism of their business plan.  We likewise consult to social entrepreneurs across the World to help them build a new form of capital structure where knowledge assets are the basis of fungible social currency.

Zertify.com

Zertify.com is a business plan that will convert social currency to financial currency and make money for you, dear reader. Zertify.com can employ well over 40,000 people directly (and tens of millions indirectly) in the US alone within months, not years. Zertify.com is a knowledge inventory system that accounts for knowledge assets as they reside in a community – not necessarily as they reside sequestered within a corporation.

Zertify business plan

Here is a downloadable PDF of Zertify.com Sample Business Method. The word “Zertify” comes from the combination of the words “Certify” and the statistical Z-test.  These two things correspond to “Social Vetting” and “Predictive Modeling Capability” – these are the two ESSENTIAL elements for the capitalization and securitization of any asset.  Of course, I have made certain assumptions regarding taxonomies and proficiency criteria – my intention is simply to re-deploy existing market infrastructure as best as possible in this Example.  But go ahead, change it, modify it, understand it, build it, and let us help. Become a billionaire – see if we care.

Why?  because we do care.

In case you were wondering who all those wise people are, flip through this presentation (great to see Tara Hunt among such luminaries !!)


I am deeply concerned with the Liberal / Conservative flame wars. Countless Facebook discussions start with a casual reference to one position or the other, then quickly devolve into deeply divisive language. I see it in forums, Chats, Comments on blogs, news articles and YouTube Videos.

It’s getting worse – people can no longer agree to disagree.

I do not believe in big government. On the other hand, I do not believe that corporations should be the sole protectors for safeguarding the social charter. Call me an idealist, but I truly believe that given the right incentives, people can govern themselves to a very large degree.

Weapon of Mass Reconstruction

We have at our disposal the most powerful tool ever created for the potential benefit of humanity. Societies since the beginning of our time would have envied us beyond words – as their villages were pillaged, as the plague spread, or as the hurricane hit shore – if they had a system that could unify and organize people as we can do today with social media.

My fear, is that we will use this tool to divide instead of unify. Traditional media and the advertising industry are in deep trouble as people go online to self-select their news and content.

Trust me, I’m your friend

Unfortunately, traditional media (TV, print, and Radio) are under extraordinary pressure not just to maintain ratings, but to increase ratings to subsidize less successful areas of the enterprise. As a result, the content must become more and more sensational in order to keep people watching commercials. If I earned one dollar for every minute of YOUR time that I could waste, would you trust me? Yet people do.

The Terrorist Within

I am terrorized by the notion that Americans will turn against Americans. The problems facing this nation are so complex, so controversial, and so far reaching into the past and the future that it is unlikely that any intelligent person is more qualified than any other intelligent person to hold the highest office. Barrack, Hillary, Sarah, John, would all have the same pressures pushing back on every move leading them down 95% similar paths. None could be better and none could be worse – we’re officially in this together.

So until the super-star with extra-human discernment rides out of the clouds, People should really really be looking for a third way through this. Pure Communism is a Failure, Pure Socialism is a failure, and we are quickly learning that Pure Capitalism also runs out of track.

America’s Uncivil War

The Next Great American Civil War will be a battle against ourselves – all of the artifacts of past generations that pull at our subconsciousness; the reactionary fight or flight instinct of our ancestors. We are being called to something new. Let’s get on with business and find out where this road leads – together.