The Next Economic Paradigm

Tag: knowledge Page 4 of 5

Deep Web Search

Deep Web Search Engine is here. This represents a new economic paradigm since increasing the available information increases the rate of change of knowledge across diverse communities. Keep your eyes on this one – it’s a big one.

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Open Letter to all Deep Web Researchers

This Open Letter is directed to all Deep Web researchers, authors, developers, practitioners and people who have a great interest in what lies beyond the popularity contests playing out on the ‘surface web’.

I submit this letter in appreciation for the work that you do I also want to present an important application to your research for which you may not yet be fully aware.

As they say, beauty is only skin deep and the hard work of organizing the Deep Web offers an astonishing opportunity for the next economic paradigm. Very few people are aware of this.

Who are we?

I am the director of The Ingenesist Project, an obscure Think Tank in the Seattle area modestly funded by visionaries. Our job is to specify an alternate financial system that we loosely describe as an innovation economy built on a platform of social media.

Consequently, we also specify a new currency backed by innovation instead of debt. Innovation currency is very similar to debt currency since they both ‘represent’ future productivity. As such, these two currencies would be readily “convertible” in exchange – something that we all may need in the not-too-distant future.

Where do you fit in?

Essential to this concept is the relationship between data, information, knowledge, and innovation which we express as a differential equation. Here is a quick explanation – please bear with me:

We can predict the value of innovation by observing rates of change of knowledge. We can predict the value of knowledge by observing rates of change of information. But the most critical element is the ability to predict the value of information by observing rates of change of data. The most critical element in the next economic paradigm is the human interaction with data.

With that missing piece, a new financial system can then capitalize and securitize these “predicted future values” much like Wall Street does with social debt. Deep Web Researchers literally hold the key to ending the oppression of debt economics worldwide. No kidding.

What’s in it for you?

This is where your work gets us really excited: Google induced economic incentives that drove millions of entrepreneurs into the work of creating new information – and yet direct widespread monetization remains elusive. In contrast, human interaction with the Deep Web will unleash economic incentives that will drive millions of entrepreneurs to create databases. The difference is that new Data are the only thing that a market is willing to pay for – not the popularity contests. And wow, is there a market waiting for you.

I understand that you are all very busy given the magnitude and complexity of your work. If this letter speaks to you, then please speak with me. Let’s discuss how your work would be applied to this very important effort. I’m easy to find in the datasphere.

Thank you

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Pirates, Anarchy, and the Monetization of Social Media

(Editor’s note: some ideas adapted from writings of Peter T. Leeson and introduces the idea of IOUs trading as a proxy for production.  The monetization of social media will likely evolve from such an idea)

No sane blogger would post an article suggesting that anarchy is superior to government as a means of producing widespread cooperation…or would they?

As Milton Friedman put it, “government is essential both as a forum for determining the ‘rules of the game’ and as an umpire to interpret and enforce the rules decided upon.” Most great anarchist theories are duly faulted for significant problems coping with cheating and violence.

Nonetheless, large swaths or anarchy exist today.  For example, there is no World Court to enforce World Law, if such laws existed.  Nor is there a Global commercial law to enforce contracts between Global traders. Even at a local level there is no guarantee that the government will protect your property or enforce your contracts.

A common objection to anarchy is that without government the strong will plunder the weak because the weak have an inherent inability to protect themselves. How can self-governance alone protect the weak?

Social Piracy?

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Is Freedom A New Economic Paradigm?

A New Economic System of the country of Montenegro is based on complete and unfettered economic freedom; in other words, the elimination of all barriers to conducting business.  Is Freedom A New Economic Paradigm?

Veselin Vukotić ‘s paper titled Economic Freedom and New Economic Paradigm, offers a case study that enlightens us as to some of the core changes, some easy and some difficult, that any proclaimed ‘new economic paradigm’ would place on people, culture, politics, and the markets.  From this insight, perhaps we’ll see a new paradigm emerge.

Freedom; A competitive Advantage

Montenegro has achieved a competitive advantage in their Eastern European region by reducing international trade barriers, treating foreign and domestic concerns equally, reducing “contribution” fees and other taxes, reduction of public spending, affirmation of private property, and encouraging entrepreneurship.   Veselin Vukotić  also notes that the concept of economic freedom is a complete theoretical and practical expression of an idea.  He quotes Plato:

The difference between concepts is the difference between starting ideas!

Therefore, he concludes that the idea of economic freedom is freedom of an individual to conduct business (earn money), and that business is the key factor of a society’s development and individual wealth.  While we now know that unfettered capitalism breaks down at some point, he does accomplish something important – the elimination of all government as a defining element of freedom.

The Singularity Solution

We know it is often easier to solve a problem if we can remove certain elements, even temporarily, and analyze components individually.  Suppose we eliminate Government from the equation, corporations would rule.  However, corporations are made up of individuals, so individuals would rule…they would rule whom?  The logic also breaks down.

There is one exception: what if all individuals were corporations and they ruled only themselves? Corporations are keeping government out of their affairs by keeping people off the books.  The solution is for everyone to structure their existence as a corporation contracting to each other for every conceivable business arrangement.  Heck, it only costs 40 dollars to open a business in the the U.S.

Self-regulating Freedom?

Knowledge would be shared freely, people would be paid for their productivity, diversity and strategic combination of knowledge would be rewarded.  Everyone would own their knowledge and would seek to accumulate more.   Trade barriers would be eliminated, taxes would be reduced, private property would be affirmed, and entrepreneurship would be encouraged.  Like a family, no corporation could become wealthy at the expense of another corporation for very long.

Would you be willing to pay the government to leave you alone? Is that Freedom or a new economic paradigm or both?

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Why is college measured in “degrees”?

 

(Editor’s note; This is the first in a series of articles that challenges the “degree system” of knowledge measurement as archaic and irrelevant to what is actually happening in the world today.  Like the resume system  – it is ridiculous if not outright damaging to the prospect of knowledge behaving, and therefore, trading like a financial instrument.  

Why do we still care about college ‘degrees”?

The information that fuels the next economic paradigm will not be captured in the form of college degrees; rather, it will be captured in extremely detailed granularity of unique collections of knowledge assets in diverse combinations of persons that solve complex puzzles – and then share the solution with others.

This begs the question, why do we still care about University Degrees?

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Bretton Woods II – For the Biosphere

In continuation of our series on New Economic Paradigm, the famed environmentalist Dr. David Suzuki points the an outdated financial system where the biosphere is treated as an externality to economic growth.

“When economists and politicians met in Bretton Woods, Maine, in 1944, they faced a world where war had devastated countrysides, cities, and economies. So they tried to devise solutions. They pegged currency to the American greenback and looked to the (terrible) twins, the International Monetary Fund and the World Bank, to get economies going again.”

Whereas Bretton Woods (1) was tasked with rebuilding a war torn world, a new Financial Doctrine is needed to rebuild a war torn Biosphere. Economics as a discipline is based on the fundamental effects of selfishness and Bretton Woods demonstrated that we could in fact define “self” in terms of including the preservation of others. Now the task is to define “self” as including the Biosphere for which a new economic accord could certainly accommodate.

After all, the biosphere in an economic component. Like humans, it is selfish and will easily progress to a new “economic” state in response to economic inputs. In other words, don’t worry about destroying the World, it will take care of itself with or without humans.

Dr. Suzuki identifies two flaws in the current economic paradigm:

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A Definition for Innovation Economics

Innovation economics is an economic doctrine that reformulates the traditional model of economic growth so that knowledge, technology, entrepreneurship, and innovation are positioned at the center of the model rather than seen as independent forces that are largely unaffected by policy.

Innovation economics is based on two fundamental tenets. One is that the central goal of economic policy should be to spur higher productivity and greater innovation. Second, markets relying on price signals alone will not always be as effective as smart public-private partnerships in spurring higher productivity and greater innovation. This is in contrast to the two other conventional economic doctrines, neoclassical economics and Keynesian economics.

A Definition for Innovation Economics

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When Capitalists Are Really the Socialists

Yikes…

Unemployment tops 10%.  Add in the under-employed, part timers, young adults trying to enter the job market, the ones who have given up or otherwise marginalized, and we’re well into the 15-20% range.

Mediated Reality:

When will people come to the realization that a new financial system is needed to represent the new social order?  When will people realize that they have in their possession the most important tool ever devised by humanity for the benefit of humanity?  When will they shut off the TV and reject the barrage of mediated reality that blinds them with propaganda at every turn?

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Community Currency; Ithaca Hours

Editor’s note: I found this copyrighted piece from all the way back in 1995.  I find such history enlightening.  As a researcher it allows me to eliminate certain variables such as Social Media, 9/11, TARP, GWB, BHO, Global Warming, and a host of other firebrand influences on public opinion and action.  That said, the clarity is remarkable. Take strong note of the intention of fulfilling social priorities.  Today, as our corporations and government (federal, state, and local) continue to cut social programs in order to service interest on debt, the void on social programs will induce an inevitable condition; Community Conversational Currency.

by Paul Glover

Originally published in IN CONTEXT #41, Summer 1995, Page 30
Copyright (c)1995, 1997 by Context Institute

Many communities are giving up waiting on large corporations or government to invest or provide jobs, and are instead building on their own strengths and resources.

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1,000,000 More Become Invisible, Powerless, and Marginalized

The September Job Numbers are out and the trends are disturbing.  Millions upon millions of Americans are now wondering how they are going to safeguard the health and welfare of their families and property.  As these people lose their “money” they become increasingly invisible, powerless, and marginalized – except for one single, solitary, beacon of earthly influence.  Social Media.

Now, more than ever, we need to implement an alternate economy with an alternate currency.  I am not pitching some “anti-dollar-therefore-anti-American” platform, I am talking about what the hell will millions of unemployed people and their families do if they don’t have a functional currency they can trade for basic needs and services.

These same people have tons of practical experience, diverse knowledge, and worthy intellect – but no money?  It makes absolutely no sense that “productivity” should become so divorced from the value of a solitary currency.

We must come to the immediate conclusion that social media can be a fabric that binds the American economy.  If done correctly, Social Media can become the basis of an economy that rewards social priorities over Wall Street Priorities.  But ONLY if done correctly.

While the institutions around us falter, social media will increasingly duplicate – for all practical purposes – the functions of these institutions in our society.  As this transition takes place, we must lead social media in specific and intentional directions.  This cannot be a “traditional” market driven process – the market is what we’re trying to correct.  This cannot be a random process or else it will become reactionary and feed on itself.  Instead, Social Media needs to be organized in a manner that allows information, knowledge, and innovation – the basis of human productivity – to trade like a financial instrument.

What if I told you that it would be a lot easier than it sounds?  What if I told you that almost all of the components needed to build this new economy already existed in the social media landscape?  What if  I told you that Government, Corporations, and Wall Street will not do this for us.  What if I told you that the risk from not doing anything far outweighs the risk of trying to develop and implement an economy built on a social media platform.

Everyone must have a productive role in the next economic paradigm – employed, unemployed, communities, traditional media, even existing corporations and their advertising departments.  All of the existing infrastructure is in place – it only needs to be rearranged a little bit.  That is what The Ingenesist Project hopes to initiate.  We may not be 100% correct and the process that actually arises may be substantially different, but we need to start somewhere.

Meanwhile, here are the Jobs stats for September;

Headlines: 263,000 “jobs lost” and unemployment rate up to 9.8%.

That’s not good – there goes the “second derivative” argument. Weekly earnings are also down by $1.54, which is bad news too. But the Household Data is VASTLY worse than reported. Here are the month-over-month changes, and they’re in the realm of frightening.

Civilian Labor Force: 154,879,000 to 153,617,000 this month.

Employed: 140,074,000 down to 139,079,000 this month.

That’s a loss of 995,000 jobs, not 263,000, and the labor force contracted by 1,262,000 people!

THE INVISIBLE PEOPLE: The people “not in the labor force” rose by a staggering 1,516,000 in the last month (”unemployed” who have given up and exited the labor force).

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Building a Better Entrepreneur; Google 10^100

Google 10^100 award voting is Launched.  There are two sectors that we believe would have the greatest impact on the greatest amount of people; building a better banking system and funding social entrepreneurs.  You can’t have one without the other – if Google funds these two sectors in concert, the outcome would be incredible.

Build A Better Bank

In the old banking system we assume that we have the knowledge to execute a business plan and we go to the bank to borrow the money.  In the new banking system, we will assume we have the money and we go off in search of the knowledge.  Social Media is an excellent “public accounting system” for knowledge assets.

Our current banking system has gotten it backwards.

Technological change must always precede economic growth. The supranational currency may be backed by productivity and not debt.  Social media provides an excellent platform upon which to design such a banking system. People trade “social currency” at a tremendous rate.  This is evidenced by the amount of destructive innovation is occurring in many legacy sectors due to social media.

Better Banking Tools for everyone

“Partner with banks and technology companies to increase the reach of financial services across the world. Users submitted numerous ideas that seek to improve the quality of people’s lives by offering new, more convenient and more sophisticated banking services. Specific suggestions include inexpensive village-based banking kiosks for developing countries; an SMS solution geared toward mobile networks; and ideas for implementing banking services into school curriculums”.

Suggestions that inspired this idea

1.    Enable prepaid cell phone bank accounts for millions of people working in the informal economy
2.    Create a community-level electronic banking system for rural areas
3.    Build IT-enabled kiosks which provide access to financial services
4.    Create a single world bank or supra-national currency, uniform rules and transparent public accounting

Fund Social Entrepreneurs

Venture Capital is ridiculously expensive. Corporate innovation serves shareholders value over social priorities.  Some say that the financial risk of funding innovation is too high. The top ten reasons why start-ups fail are due to knowledge deficits, not money deficits.  A new banking system that trades knowledge as currency would solve this problem.

The key is to match most worthy knowledge surplus to most worthy knowledge deficit.  Google is perfectly able to build a search app for knowledge assets if there were an inventory of knowledge assets.  With the most worthy match, Risk can be reduced and new financial instruments can be developed such as the innovation bond, innovation insurance, tangential innovation markets, and destructive innovation transition contingency options, etc.

Help social entrepreneurs drive change

Create a fund to support social entrepreneurship. This idea was inspired by a number of user proposals focused on “social entrepreneurs” — individuals and organizations who use entrepreneurial techniques to build ventures focused on attacking social problems and fomenting change. Specific relevant ideas include establishing schools that teach entrepreneurial skills in rural areas; supporting entrepreneurs in underdeveloped communities; and creating an entity to provide capital and training to help entrepreneurs build viable businesses and catalyze sustained community change.

Suggestions that inspired this idea

1.    Provide targeted capital and business training to help young entrepreneurs build viable businesses and catalyze sustained community change
2.    Create a non-profit, venture capital-like revolving fund to invest in high-impact local entrepreneurs
3.    Send young American entrepreneurs to underdeveloped communities to help create small businesses that would economically benefit those communities
4.    Create schools in rural areas to teach local people how to become entrepreneurs
5.    Create a private equity fund to help immigrants in developed countries finance business development in their countries of origin

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The New Reverse World Order

The New Reverse Order

If someone can track your spending, they can predict your behavior.  It is also true that if someone can track your behavior, they predict your spending.   The next economic paradigm is simply a higher order of the same.

On the next higher order, if someone knows your “Knowledge Inventory” they can predict how you will manage changing conditions – that is, how you will innovate.  Likewise, tracking how people innovate exposes the development of new knowledge assets (the ‘gold-standard’ of conversational currency).

Everyday some new headline shows that we are getting closer and closer to that point – for better or worse – where humanity learns to manage an innovation economy.

Profound Issues Arise.

The following article about Wal-Mart adopting the debit card (Wal-Mart to Staff: Bye-Bye Paycheck, Hello Debit Card) as a means of issuing paychecks represents a quantum leap in the monetization of knowledge assets.  We expect many more will closely follow in one of the most important financial developments in financial history – virtual currency.  If food stamps can be delivered on a debit card, why not frequent flier miles, Disney Dollars, coupons, rebates, tulip bulbs, beanie babies, or a new global currency such as the Rallod?

A Vetting Zoo

The only questions that remain are related to Vetting.  By all accounts Social Media is developing into the mother of all vetting mechanisms.  Who controls the card? What system is it replacing? Who can pull money off?  Who charges fees to whom and why? Who gets the business intelligence?  What is the PR spin?  Can advertisers interact with the card to apply discounts and rewards?  What types incentives motivate what types of people and can it go on a debit card?

A Steep Departure

Each of these questions, and the companies they spawn, will live or die by Tweet and Blog – this is a steep departure from the past.  For example; 30 years ago, if every American were told that their social security number would be tied to a credits score that is tied to their driving record, employability, insurance premium, health care, mortgage rate, and, yup, their debit card – the cities would have burned in protest.

Nobody could have seen this future except those who designed it.  Today, the designers are you and I – see the future now, see the future here at Conversational Currency.

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Trust as a Social Currency

The idea of trust as social currency is appearing in more articles, conferences, and books.  This is all highly consistent with the TIP thesis on Innovation Economics which describes the necessity of a vetting mechanism among the knowledge inventory as a means for the emergence of a currency in a market – that is, a conversational currency.  People need to trust the currency if they are to trade the currency.

Shefaly Yogendra provides some excellent insights below.  Keep in mind that American Culture does not have a monopoly on the definition of trust.  It should not be an American expectation to define the conversational currency in our own image.  Indeed, convertability of such currency will be, and must be, global.

I kept the analysis sparse on this article because it is a valuable exercise to form one’s own perspective on trust prior to diving into someone Else’s opinion.  After all, it’s your currency – you own it.  Good luck.

******************

by Shefaly (please see her Bio here)

Trust is a non-negotiable essential in business. The post linked here refers to web-based business-to-consumer interactions. But as social currency, Trust is the most significant in interactions amongst organisations, customers, employees and regulatory bodies.

Definitions

Wikipedia defines social currency as “information shared which encourages further social encounters“. Social currency is different from social capital which refers to “connections within and between social networks and individuals“.

Social currency – some characteristics

a) No distinction between ‘physical’ and ‘virtual’ worlds

b) No distinction between ‘individuals’ and ‘corporate entities’

c) No distinction between validity of negative or positive normative labels

Determining the value of Trust as social currency

a) Verifiable Identity and antecedents

b) Consistency

c) Reliability

d) Peer recognition

e) Value of the network

f) Individuality and collaborative consciousness

The original article can be found here and it elaborates on each of the points above.

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What is Viral Marketing Immunity?

The great promise of social media marketing is the free viral sales force.  Magically, if one person can be made to love your product, they will tell all their friends who go off and tell all their friends.  Some PR companies even go so far as to promise to deliver the “viral sales” force.  What actually happens is quite a bit more complex.

Social Media Immunity to viruses

I recently met a very tech savvy person at a social media convention who had recently returned from overseas with her Acer notebook computer.  She proceeded to give me a detailed analysis of important features such as size, weight, battery life, connectivity, durability, replacement parts, customer support etc.   I was about to buy an HP until I heard about this hot new Acer.  As I listened intently, I realized which features were important to me and which ones were not.  With all this new information, I bought a Dell.

So how did someone touting an Acer actually convert me from HP to Dell?  Frankly, that’s not relevant, what is relevant is that Toshiba was not part of the above conversations – they were attacked by the virus.

Developing a vaccine:

Dell, Acer, and HP could have each dropped 1,000 dollars into a pool of money.  Those 3,000 dollars could have been used to sponsor a community of bloggers to write about the systems, methods, techniques, and products used by their community, just like they would do anyway.

The Next Marketing Paradigm:

Brands will commit funds to people who share active conversations in the areas that truly interest them.  Bloggers will be rewarded for bringing together the communities around natural affinities such as boating, gardening, woodworking, sports, or music, etc.  The names of the sponsors and the funding amounts will be public information, of course, but the funding will be disassociated from an actual purchase.

Just a new twist on an old marketing principle:

McDonalds spends a great deal of money figuring out the best street corner to put a franchise.  At first the franchise turns out 500 meals a day.  Then comes Burger King and together the street corner now produces 1500 meals per day. Next, DQ moves in and the intersection now produces 3000 meals per day.  Without competition a franchise may serve 500 meals.  With competition, each “competitor” serves 1000 meals per day.  The street corner has become a “destination” of choice; literally and figuratively.

Knowledge Malls:

The difference is that the Mall concept is “arithmetic” scaling with upper limits, while the social media mall is multi-exponential.

1. When diverse groups of people get together, they share information, exchange knowledge and innovate, innovate, innovate.  Innovation creates wealth exponentially.  Wealth creates customers exponentially. Every conversation is an event and every event presents multiple opportunities to carry a message far and wide, exponentially.

2. Tangential innovation are the opportunities that are enabled by the primary innovation – often called “Apps”

•    Bloggers help define the community allowing for superior targeting App.
•    Even if a brand does not “win” the sale, they will gain valuable business intelligence App.
•    The brand wins a first mover advantage on the next product development cycle App.
•    Brands win trust because they are supporting a community App.
•    Brands win loyalty – like insurance – if something goes wrong, they are readily forgiven App.

3. The cost of absence App. The worst brand message is to find one’s brand locked out of the game, maybe Toshiba will find this post on Twitter.

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Does Social Relevancy Matter?

The Ingenesist Project Community concerns itself with the value of social reach since this will most certainly impact he relevance of  those conversing as well as the relevance of the conversation to some business activity.  Obviously, innovation is about having the right team in the right place at the right time.

Furthermore, business activities such as marketing and advertising need to make their communications more relevant and less wasteful of their audience’s limited bandwidth – lest they risk being perceived as “anti-social”.

Stated somewhat more clinically; the most worthy knowledge surplus must be matched with the most worthy knowledge deficit in order to produce the most valuable outcome.

Brynn Evans offers the following observation:

The future of search  involves social networks, social graphs, or social filtering in some capacity.  Companies will live or die by whether they get the “social” part right: creating the right level of intimacy, trust, reliability, social connectedness, and accuracy in their results listings. Of course, this specifically means that their user experience must at least meet or, preferably, exceed that of Google’s.

To achieve this, we must first stop arguing over the different flavors of search.

Real-time search. Social search. Semantic search. These distinctions are essentially meaningless, especially when we can’t even agree on definitions and when each of their boundaries remain undefined. Instead, we should recognize that they’re all part and parcel of personalizing and contextualizing search for individual users. Let’s stop playing the “name game” and start thinking holistically about how each (and all!) affects and improves what we think of today as “search.”

Defies analysis, defies control:

Ms Evans’ excellent analysis continues to identify numerous problems with attempting to classify Social Relevance – each system is merely trumped by new issues related to semantics, context, and proximity.  It seems as if the more you try to “control” social media, the more it defies control.  The more you try to study it, the more it shows you a mirror of yourself.  Introspection is the irony of extroversion.

The great big Sucking Sound

While nobody, including Ms. Evans can tell you how to increase your social relevancy, we can probably all agree on what does not.   If your message sucks, your social relevancy will also suck.  If you are trying to sell a product that does not actually save people time and increase their net productivity, your product will fail and your social relevancy will suck.   If you are in any way trying to match unworthy knowledge surplus with unworthy knowledge deficit, your social relevancy will suck.

Give up Control in order to gain control:

Business intelligence is the science of knowing what sucks and what does not.  Let Social media carry your message wherever it wants to carry it. The sooner the market tells you what it wants, the sooner you can adapt your products and services to meet the needs.  Things happen fast in social media space and the corporation needs to be faster.  This may mean corporations need to give up control in order to gain control of both the threats and opportunities of the future.  After all, even by the playbook of Corporate America : survival of the fittest is the only relevant social rank.

(Ed: Brynn Evans is a PhD student in Cognitive Science at UC San Diego who uses digital anthropology to study and better understand social search)

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If it Quacks like a Buck…..

If it looks like a buck, and talks like a buck, and quacks like a buck – it’s probably a buck.

So when your money gets “free will” and starts walking out the door door, that’s bad enough.  When flies out the window en mass enabled by the same social media that  brings money in the door – serious management issues arise.  Should organization choose fight, flight, or cooperation?

Battle lines are being drawn:

  • “Among large U.S. companies, 33% have employees on staff to monitor e-mail messages — up from 15% last year, one survey found. The Proofpoint study also found that 31% of companies had fired workers who breached confidentiality via e-mail, and 8% had fired someone over a social-networking leak. The survey found 41% of respondents are worried about potential leaks via Twitter. ZDNet (08/10)”
  • “Marines banned social networking sites from their computers Tuesday due to security concerns, and the Pentagon announced a policy review. But Pentagon’s top officer will still tweet (Christian Science Monitor 08/05)
  • “A great way to keep up with the latest Navy news is through the MyNavyMyFuture Twitter handle: https://twitter.com/mynavymyfuture. Just FYI for anyone who’s on Twitter. The handle is based off the Navy Officer site www.mynavymyfuture.com. (NavyNima – recruiter)
  • The New York Times reports, “The N.F.L. has identified the enemy and it is Twitter.”

There are literally thousands of articles on this subject but none of the few that I read came to any conclusion, so I will:

Money is becoming intangible (cannot be contained) and Social Media is becoming tangible (has become the container)

The very structure of organizations is changing.  Trying to control the temperature of the room when the windows have been blown out will only destroy existing controls faster.  A completely new economic structure is emerging complete with new factors of production, incentives, institutions, accounting, and currency.

Swap or swamp?

Easier said than done?  Not really; all we need to do is swap the same methods that we use to manage tangible assets with those same methods that we use to manage intangible assets.  There are in fact people and organizations trying to do this (specifically this author) but you won’t find then in corporations anymore.

Companies have no choice but to understand migration patterns, flock actualization needs, motivation, and environmental issues.  Going from an economy where the corporate charter is only “to deliver shareholder value” to one of safeguarding the health and welfare of people and their property” is a huge leap.

The discussion of Conversational Currency is required to understand the underlying economic forces that drive social media and the emerging institutional structure for corporations to create value in a computer enabled society.

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Treating the consequences, not the symptoms?

Problems and opportunities are moving very fast. Problems are often so complex and so integrated across the globe that no single person can accumulate in a lifetime the experience needed to manage effectively.  The “top-down” management structure no longer has a statistically relevant sample of prior experiences from which to make essential decisions. Actions without wisdom have unintended consequences for yet unknown victims.

The Wisdom of Management

Managers manage through experience.  After many years in an industry, they can observe a situation and compare it to prior situations that they have encountered either through experience or formal education.

An effective manager can identify an issue, determine the probability that it will become a problem, and discuss the consequences of action or inaction.  Then they make similarly calculated decisions that either solves or manages the consequences of the problem.  The depth and breadth of a manager’s experience is called wisdom.

Duplicating Wisdom

In order to duplicate wisdom in a laboratory, scientists generate statistical events.  By duplicating a scenario 20-30 times, a range of outcomes becomes statistically relevant for predicting future outcomes and identifying the way things can influence the outcomes.  The idea behind the peer reviewed journals is to display the experiment to everyone for vetting.  If it survives vetting, it becomes part of the human body of knowledge until otherwise challenged.

Managing consequences

The rate of change has become extremely high and problems too complex to manage. Vetting mechanism are breaking down like levies against the dam in industries such as Banking, Insurance, automotive, medicine, education, environment, etc.  We are in a crisis of consequences where we can no longer manage the symptoms, only the consequences – forget about curing the disease.

Social Media: The Operating System of an Innovation Economy

The business plan of the new millennium will be the art and science of making information “less imperfect”.  In a condition of perfect information, everyone associated with an issue has the same information as everyone else.  Perfect information is what makes markets efficient and decisions rational.  Agreement is perfectly mutual, supply and demand are perfectly aligned, all risks are perfectly predictable and cause and effect are perfectly transparent.

Wisdom of Crowds

No single human can accumulate enough experience in a lifetime to manage the totality of human problems.  Perhaps the wisdom of crowds could be used to simulate one person that does.   This cannot, however, be a random collection of people acting in haphazard process.  The challenge is in finding the correct group of people who collectively replicate a condition of “perfect information”.  Then we must transform the perfect information into knowledge.  Finally, we need to transform that knowledge into innovation through entrepreneurial activity.

The Social Imperative

Social Networks need to form complete and detailed inventories of resident knowledge cataloged on a ‘bell curve’.  Social Networks must codify social capital, creative capital, and intellectual capital so that scientific methods can be used to predict and assemble unique collection of knowledge assets that capture statistically relevant collections of experiences. That unique set of knowledge assets must then be deployed precisely in a market.

By all indications, this is the direction that the integration of social media is trying to go.  It is now our social imperative that it gets there.

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Collateralized Innovation Obligations

Collateralized Debt Obligations (CDOs) are a type of structured asset-backed security (ABS) whose value and payments are derived from a portfolio of fixed-income underlying assets. In the case of the current financial crisis, the underlying assets were home mortgages.  It is not necessary for the CDO buyer or seller to know who lives in the home and what they produce; the asset is a contract backed by future productivity.

CDOs vary in structure and underlying assets, but the basic principle is the same. To create a CDO, a corporate entity is constructed to hold contracts as collateral and to sell packages of predictable future cash flows to investors.  The more money handed out in home loans, the more money could be collected in CDOs

You are a liability.

While corporate leaders proclaim that people are the greatest asset, corporate accounting practices specify otherwise.  Employees are an expense and their salaries, benefits, and pensions are liabilities to be reduced any time the opportunity arises.  So what’s the problem?  Liabilities can’t innovate.

Suppose for a moment that people were in fact an asset on the accounting sheet and their salaries, benefits, and pensions were “investments”.

Collateralized Innovation Obligation (CIO):

The CIO would obviously be a type of structured asset-backed security (ABS) whose value and payments are derived from a portfolio of fixed-income underlying assets, specifically, the output of productive and motivated people.

Like the CDO, a CIO would vary in structure and underlying assets, but the basic principle is the same. To create a CIO, a corporate entity is constructed to hold assets as collateral and to sell predicted future cash flows to investors.  It is not necessary for the CIO buyer or seller to know who is innovating or what they are producing; the asset is a contract backed by future changes in productivity. The more money handed out in innovation loans, the more money could be collected in CIOs.  For all practical purposes, we could call it an Innovation Bond.

Enter Social Media:

Social media is teaching us an important lesson about innovation.  Every time you get a diverse group of people together to share ideas, new ideas form.  Every idea is useful as long as it is shared; thousands of bad ideas must expire before the good one appears.  Conversational currency is the vetting mechanism of all ideas.  While not every good idea becomes a great invention, every great invention is built from good ideas.  Machines cannot produce ideas and no single company, country or person holds a monopoly on ideas.  Innovation and the creation of all wealth arise from the social, creative, and intellectual interaction of people.

Conversational Currency: The underlying asset

The underlying asset that supports both the Collateralized Debt Obligation and the Collateralized Innovation Obligation is a person and their ideas; one is an asset and the other is a liability.  Both types of people go to work every day to interact with other people.  They both share ideas and create better ways of doing things.  People increase human productivity through fault tolerant networks and support systems. They transform information into knowledge and innovation – and both pay their mortgage.

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Change You Can Bank on

The Earth changes – it always has and it always will.  The most interesting thing about Earth is not rock, it is rate of change of rock. Yet it is this rate of change in rock that created oceans, continents and geographical features.  The rate of change in the landscape is what created and affects all humanity; global warming not withstanding.

In fact, the rate at which things change is the root of all financial deals, social interactions, creative discovery, intellectual pursuit, even criminal activity.  All value is created and destroyed in response to the rate at which something changes.  Since change is relative to time, the rate of change is something, like death, and taxes, that you can bank on.

Money, Knowledge, and Power

As a corollary; the ability to measure rates of change in things is the ability to measure value.  The ability to cause rates of change is the ability to create or destroy value.  It is therefore in our interest to try and express our world in terms of rates of change.  For example:

1    Money, interest, and stock price are deeply related.  Therefore, the rate of change of money is related to interest.  The rate of change of interest is related to growth rate.  The change in growth is monetized through a public market for its stock.  Stock price affects money and the cycle continues.

2    Information, knowledge and innovation are deeply related.  Therefore, the rate of change of information is related to knowledge.  The rate of change of knowledge is related to innovation.  Innovation creates new information.  And, the cycle continues

3    Attention, attraction, affinity, audience, and action are deeply related to each other.  Therefore the rate of change of attention is related to attraction.  The rate of change of attraction is related to affinity, etc., until finally, the rate of change in action gets everyone’s attention.  And the cycle continues.

Achilles’ Octopus

There are a few problems however.  If you remove, corrupt, or disengage any of the components, the cycle fails.  To complicate matters further, our three examples are also related: money, knowledge, and audience; stock price, information, and action; etc.

Points of failure can occur at any part of the cycle and it is often difficult to identify which failure caused what effect.   Does a stock price fail because the public lost affinity or because information was corrupted?  Does an economy fail because there is no money to invest in innovation or because our society outsources its knowledge economy?  Does a school system fail to deliver the right knowledge to society because the stock market failed or because there is no public action?

Social Media and the next paradigm of economic development

Social media allows us to express the dynamics of our world in real time and at great speed.  Feedback loops are shorter and cause and effect can be more easily differentiated.  The data that will be generated through the integration of social media will allow entrepreneurs to identify rates of change of the rates of change! Armed with computer enabled search and analysis algorithms, they can mange these complex new relationships to create value for themselves and their community in a new era of social capitalism.  Social media is a higher order calculus.

It will take everyone to accomplish this together but we can create a new landscape for our Earth, ourselves, and our children’s future.   This is change we must bank on.

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The Culture of Buying

My wife and I visited Istanbul a few years ago and met a very nice person who offered to take our photo in front of an ancient building.  Afterward, he gave us a history lesson about the area we were visiting.  He then invited us to his shop to look at some carpets.

Before we knew it, he was entertaining us with stories about the history of carpet making as a young boy pulled down stacks of carpets and displayed them one by one as we sat in comfortable chairs.  The shopkeeper identified attributes, color combination and traditional design patterns with an enchanting story for each one.

After a while, the shopkeeper from next door walks in with a tray of hot tea as we continued learning about the carpets.  A bit later, we all went across the street for a traditional Turkish snack and more tea. Then back to the shop for more carpet viewing.

Hey buddy, not so fast.

My wife and I decided to make a purchase but instead of taking our money, he took us back across the street to smoke the Hookah, sip real Turkish coffee and listen to live traditional musicians.

The whole process took many hours but it was like traveling in time.  Istanbul has been the crossroads of commerce between two continents for thousands of years.  We ended up paying too much money for the carpets – but to this day they are among our fondest memories and most prized possessions.  They represent an indescribable experience in an exotic and comfortable setting.  Now they look beautiful in our home.

Human Nature

It is human nature to trade.  People want to do it.  People want to meet other people.  People want to learn.  They want to share. People want to buy things and people want to sell things.  They want to congregate.  They want to travel.  People want new experiences.  They want to laugh, smile, sip tea, and listen to music. They want fond memories and beautiful carpets.

So why is monetizing social media so complicated?  What is the big secret?

The transaction of conversation, relationship, and knowledge:

With social media, people are invited by friends, family, or associates to walk through an electronic door and into their inventory of relationships.  Few people realize that this is a profound act of friendship, kindness, and trust.  Think about it, people trust you with their relationships. How do we manage that?

However, neither party is fully aware of the conditions upon which the relationships present their self.  The cultural infrastructure of introducing people, assisting in the exchange of conversation, and transaction of knowledge in social media is not established.  The idea that a transaction can and should take place is not fully recognized.  The introduction of the people to each other does not have a process, taxonomy, a location factor, or a time function.

Then again, social media has not been around for thousands of years

No buyer, no seller:

•    If social media develops a culture of sales – it will fail.

•    If social media develops a culture of buying – it will thrive for thousands of years.

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The Next Global Currency

Charging interest on money was at one time illegal.  The concept of “interest” was legitimized by the argument that lenders needed to be compensated for the risk that they assumed.  As such, currency is married to risk and not necessarily actual productivity.

Whoops.

Risk can never be negative because it is a measure of volatility where zero is the lowest possible value.  There is such thing as good volatility (winning the lottery) or bad volatility (my 401K) or zero volatility, but volatility can never be negative; hence the term “Breaking the Buck” which is considered a failure of the monetary system.  Interest rates respond causing inflation or deflation relative to other currencies, causing more volatility, thereby inducing more risk, etc.

Who wants to be a numéraire?

The dollar is a “numéraire” – the standard by which value is compared.  Recently there has been a strong call for a global currency to change the numéraire to something else.  Ideally, the numéraire should be able to manage negative interest rates to keep volatility pegged to real productivity and not speculative emotions.  This would keep the system from crashing in a whirlpool of volatility that incessantly feeds on itself.

So what are the practical implications?

With a positive interest rate, I am penalized for borrowing currency since I need to pay the risk premium to a lender while I produce something with the currency.  On the other hand, I am rewarded for lending currency because someone pays me the risk premium to borrow it.

With a negative interest rate, I am rewarded for borrowing currency (because the lender is deeply penalized for not lending it) so that I can produce something with the currency.  Then I am penalized for not lending (or spending) the currency that I made from the thing that I produced.

Enter Social Media:

The whole idea of risk as the justification for interest does not make much sense any more.  In fact, during periods of deep inflation or deflation, currency becomes divorced from actual productivity and people hold some other store of value instead.

People are flooding to social media because information, knowledge, and innovation are behaving like currency.  Social currencies are perfectly suited to accommodate negative interest rates.  For example: if information were a currency, I would be rewarded for giving it away and penalized for hording it.  If knowledge were a currency, I would be rewarded for sharing it with others and penalized for withholding it when it is needed.  If innovation were a currency, I would be rewarded for crowd sourcing and penalized for patenting.  Does this sound familiar?

The Next Economic Paradigm

Conversation and relationship are two of many denominations of the new global currency called the ‘rallod’ which is allowed to float against the dollar. Continual development of social media tools, systems, economics and aggregation will facilitate the exchange of social currencies by increasingly enabling the ability to store, form, access, and exchange them.  Social networks and communities of practice will allocate social currencies as factors of production: social capital, creative capital, and intellectual capital – for the production and dissemination of innovation.

The Next Numéraire; human productivity

Let countries compete in the economy where net human productivity is the standard by which all value is compared.  With the constraint on land, labor, and capital, this is the game we all need to play now.

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The Currency of Transformation

The words “conversation” and “convertibility” are really quite similar.

Information, knowledge and innovation are distinct phases of human intellect which are profoundly related.  The vehicle for transformation across these phases is the “conversation”.  As the medium of exchange, the conversation acts as a currency.   The speed at which these exchanges take place defines the value of a market – a good party is where everyone is engaged.  A good time is of the essence.

Changes in the value of the market defines the potential for value creation through conversation – a great party pulls more people into engagement and becomes a social movement; i.e., a marketing success.

Currency (money) and Current (time) and Current (force) are similar too!

Conversations exist as a state of shared information tied to a common and progressing theme.  The internet enables the propagation of conversations from two persons to millions of people.  The propagation of conversations is dependent on interest rates of the audience.  The rate of propagation accelerates with the transformation of information into knowledge by others in it’s path.  People are driven to entrepreneurial action when the alignment of information matches the environment that they observe.

Conversation is Currency

Currencies come in many different forms and the best ones are convertible – or can be transformed – into other currencies.  Our objective is to convert social currency, creative currency, and intellectual currency into a universal currency such as, but not necessarily, money.

Anything of value such as an option to exercise an action at a later date, or an equity position in the actions of others, or a mentorship opportunity with a great teacher are all convertible currencies.  Of course, this is nothing new; we pay money to buy a book, take a class, invest in start-ups, and teach our children.

An End to a Means:

What is new is that social media allows us to convert the other currencies before, after, and in between the conversion to money.  The option to convert to money is simply an option like any other option, not necessarily a means to an end.

Obviously we could pay money to buy a book, use that book to teach our children and hope our children can start up a new company, etc.  However, suppose we could pay money to buy a book, improve the book by adding information shared by others, teach hundreds of other people how to apply the ideas to their start-up, take an “knowledge equity” position in those hundreds of start ups, have access to the data that they produce, and write a book that improves the likelihood of successful start-ups.

The Interesting Thing About Interest Rates

The next economic paradigm will introduce thousands of convertible currencies in the form of infinite conversations.  Those currencies will be converted in infinite combinations for infinite applications each adding value to the conversation.  Relational data aggregation will match most worthy currencies and social vetting will manage the production process. The corporate silo will no longer form; therefore the exploitation of the creativity class will end.  Interest is not measured in terms of risk, but rather in terms of productivity where deficit spending is impossible. This is the currency of transformation.

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You Are The Algorithm

You are the algorithm.

Google is an information company. Their corporate charter is to organize the World’s information.  Their limitation is that Google cannot organize knowledge because knowledge exists only within the consciousness of a person.   Instead, busy little Google spiders scour the Internet looking for high rates of change of information and they use that as a proxy for “knowledge”.

An economy is crawled

Google Spiders favor blogs because of the high frequency of updates, postings, tags, comments and keywords in comparison to static websites.  The logic goes as follows; if there is a lot of activity, something must be happening.  As a result, an entire industry has grown around the blogging and Search Engine Optimization business; listings are counted, raw data are analyzed, comments provide feedback loops.  Most notably, money is exchanged.

B-school tells us that that ROI can only be calculated from long term future projections, not short-term-recent-past spider activity.  If this “economy” cannot be projected through ROI, then how exactly is it projected?

Dynamic, like life itself

People are figuring out that the rate of change of information is the best indicator of value as well as the best way to create value. The last mile of social media is the next frontier of value creation as people will emulate ‘Google Spiders’ and scour their community for changing information, new ideas, improved information, and feedback loops to organize, categorize, and distribute.  This action will ultimately play out in new corporations built upon perfect dynamic information markets rather than third party selective information markets.  Exit Boston Globe, enter Twitter.

Organize this:

The key to unraveling the Innovation economy will be in refining, restructuring and organizing the profound relatedness between information, knowledge, and innovation.

Information is facts and data – this is the medium of exchange or “the currency”.  The rate at which the facts and the data change is a proxy for new knowledge being created somewhere and somehow. After all, if there is activity, something must be happening.   All of the things that people do with the results creates even more new knowledge – this is innovation.  Innovation creates new information. New currency is created because new information is created.  Knowledge expands.

There is something in it; otherwise people would not do it

We are seeing the tip of the iceberg; social media is the new engine of the innovation economy.  Where information becomes more perfect, markets become more efficient.  Where markets are more efficient, knowledge becomes more tangible.  Where knowledge is more tangible, innovation is more predictable.  Where innovation is more predictable, the innovation risk disappears.  The lower the risk, the cheaper and more abundant the venture capital.

People increasingly use social media to improve information, everywhere, any way that they can dream of.  They increasingly act locally and share globally to create opportunities for themselves and their communities.  People and their behavior is the algorithm of the innovation economy; monetize that. Google did.

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The New Economic Paradigm; Part 5: The Entrepreneurs

There is no shortage of entrepreneurs in this world.

6 Billion of them wander the Earth looking for assets that exists at a low state of productivity waiting to be elevated to a higher state of productivity.

The entrepreneur must first be able to identify an asset as an asset.  Next they need to identify the lower level of productivity and they need to be able to imagine the higher potential level of productivity.  The entrepreneur must identify and manage some risk, perform leadership tasks; and as a result, elevate the asset to the higher state of productivity.  Profit is the difference between the lower and the higher state – minus expenses.

Unfortunately, today this process starts at the forest and ends at the junkyard.

This is how our economic system is organized.  The next economic paradigm flips that idea over.  Instead of accounting for natural resources as the tangible element and human knowledge as the intangibles element; the next economic paradigm must account for the natural resource as the intangible element and the human knowledge as the tangible element.

The current problem is not that knowledge is intangible; rather, knowledge is simply invisible.

The Ingenesist Project will make knowledge assets visible by provisioning all of the information that an entrepreneur now needs to identify the knowledge asset and the associated states of productivity.  Entrepreneurs can then increase human productivity using knowledge assets applied to natural resources, instead of natural resources applied to consumption.  The implications are vast.

Returning to the financial analogy:

With a financial bank, the entrepreneur assumes that they have the knowledge required to execute a business plan and the go to the Financial Institution to borrow the money.

With an “Innovation Bank” the entrepreneur assumes that they have the money to execute the business plan, and they go to the innovation institution to borrow the knowledge.

While this may sound trivial, the implications are vast:

1. A virtuous circle now exists between society and the financial system
2. Profit is derived from increasing human productivity not natural resource exploitation.

Economics is the science of incentives:

A financial Bank seeks to match a surplus of money with a deficit of money.  It is in the best interest of the bank to find rich people who will not need their money for a while, and poor people have the best likelihood of paying the money back in time.  The process assumes that the borrower has the knowledge required to execute a business plan when they seek to borrow money.  However, that FICO score does not measure knowledge explicitly, so little incentive exists to make it tangible.  All of the top ten reasons why businesses fail are due to failures of knowledge.  The financial system is collapsing under the weight of failed knowledge.

By contrast, the Innovation Bank seeks to find people who have a surplus of knowledge and people who have a deficit of knowledge about what they intend to produce. The innovation bank then uses a series of statistical calculus (the same calculus as the credit/insurance/risk management professions) to match most worthy surplus of knowledge assets to most worthy deficit of knowledge assets.  Here, the opposite assumption is made; everyone assumes that the borrower has the money required to execute the business plan and they go to the innovation bank to borrow the knowledge.  People have an incentive to accumulate knowledge.

Simplicity that defies comprehension:

The business plan for the new entrepreneur is deceptively simple to do and nearly impossible to monopolize; anyone can do it not just the wealthy and their chosen few.  The next 3 modules will outline how new enterprises will be constructed from the virtuous circle created between the financial bank and the innovation bank.  This changes everything …. and did I mention that the implications are vast?

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The Next Economic Paradigm; Part 4: Institutions

In part 1, we introduced a new paradigm of economic growth; the innovation economy. In part 2, we identified information as the currency of trade for an innovation economy and we defined that currency’s relationship to knowledge and innovation.  In part 3 we demonstrated a structure for a knowledge Inventory that would enable an Innovation Economy.  In this module, we will discuss the institutions in social media that could keep an Innovation Economy, free, fair, and equitable.

In civil society, there are laws and regulations that protect our constitutional rights; these are essential institutions.

The legal system of the United States is extremely expensive, however, the expenditure is necessary to keep the society upright, productive and prevent it from falling into chaos.  Where a country’s legal system fails, so does its economy.  Entrepreneurs do not invest in places without a good legal system and where property rights are not protected. It is that important.  Investment abhors risk.

Arguably, the most important element of the Innovation Economy will be the vetting mechanism.

Fortunately, social media has the potential to serve this function; in fact in many cases it already does.  A feedback system supports Ebay ($35B Cap), community flagging supports Craigslist (40M ads/mo), peer review supports Linkedin (150M users).  These are not small numbers.  All markets must have a vetting mechanism in order to operate efficiently and if done correctly, social vetting has vast economic implications for an Innovation Economy.

First, let’s return to our financial analogy.

In the old days, the banker was the person to know if you wanted to be successful in town.  But with the emergence of the credit score, the “banker” became digitized; now a Saudi Billionaire can lend money to a young couple in Boise to buy their first home – and neither is aware of the other.  The credit score is responsible for the creation of great wealth because many more entrepreneurs could borrow money to invest in enterprise.

The credit score is statistical in nature; it isolates about 30 or so indicators of your financial activity and puts them on a bell curve relative to everyone else.  These include how much debt you have, how much your assets are worth, your income, etc.  These ratings are run through the FICO Equation and out pops your credit score.  Anyone can now predict the likelihood that you will default on your obligation.

All of the data that feed FICO are collected from public records, your employer, and the people who you borrow money from because these same organizations have a vested interest in a system of correct credit scores.

We are competing with ourselves.

It is interesting that you and I do not compete for our credit score because it is not a ranking system. On the other hand, with no credit, we are invisible and the system shuts us out.  With bad credit, the system shuts us out. We lose some freedom and privacy, but we accept these terms well because they provides us with tremendous benefit to finance a business, automobile, or a home without needing to save cash.

Now we will draw the comparable analogy from the social media.

In the old days, the hiring manager was the person to know if you wanted to get a job.  They would read your resume and compare it with “bell curve” in their experience about what has worked or not worked in their past.  This worked great in the industrial economy, but it falls far short in the innovation economy.  Innovation favors strategic combination of diverse knowledge where the Industrial economy favored identical packets of similar knowledge.

Not unlike the FICO score, the knowledge inventory is a collection of statistical variables and the social network is the reporting agencies who have a vested interest in a system of correct values.  Unlike FICO however, the variables are infinite and it responds to positive event input.
Social networks are by far among the most exciting and important new technology for an Innovation Economy.

Social networks must now evolve to become the vetting institutions for knowledge assets.

All the pieces are almost in place; now we need to develop a new type of search engine.

The Percentile Search Engine is generic term for the ability to make statistical predictions about all types and combinations of knowledge Assets in a network. Conceptually, the percentile search engine is where all of the equations that we use to analyze financial assets are now applied to knowledge assets.  The main characteristic is that the search engine returns probabilities for the entrepreneur to test scenarios.

For example; an entrepreneur may want to know if her team has enough knowledge to execute a business plan.  Perhaps the team has too much knowledge and they should try something more valuable.  Maybe the team does not have enough knowledge and they should attempt another opportunity or accumulate training.

The search engine can look into a network and identify the supply and demand of a knowledge asset. If it is unavailable or too expensive, the search engine can adjust for price, risk, or options that may emerge at a later date.

Talent will bid up to their productivity value, and brokers will bid down to their productivity value.

Competitors can scan each other’s knowledge inventory to compete, cooperate, acquire, or evade. If a key person retires, the entrepreneur would simulate the knowledge that is lost and reassign people strategically. All of these scenarios can be examines prior to spending money. They can be made during the project cycle, or after the project is completed.  Lessons learned can be used to adjust the algorithm perfecting it over time.

For example: companies such as Disney and Boeing both use Engineers, each would have proprietary algorithm of knowledge that represents their “secret sauce” of success. These recipes can be adjusted and improved to reflect and preserve the wisdom of an organization.

When the innovation economy will catches fire….

Over time, these algorithms will far more valuable then the Patents and Trade Secrets created by them – this will allow technologies to be open sourced much more profitably and shared across more industries.

In the next module, we will talk about the entrepreneurs.

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