The Shift of Diversity From Life to Objects

Can we compare the classification of man-made objects to that of biological life? If so, what should a “screw” be compared to? A species, a genus, a family, or even a class in the domain of life? This question may not seem very meaningful, or falsifiable at first glance, however, a quantitative comparison between the two disparate “domains” could be worthwhile. From a data-driven perspective, we can for example draw an analogy between the taxonomy of Amazon products across all niches, and the existing systems of classification for living organisms. Both trees are well-documented and digitally accessible.

Vaslav Smil in “The Diversity and Unification of the Engineered World” draws a quick parallel between the taxonomy of the domain of life and the classification of man-made objects. He claims that in terms of “species” count, the diversity of man-made objects has already surpassed that of biological life. The former on the rise, the latter in decline – since the dawn of civilization. Now if these two domains and their inverse trends are not vis-à-vis mapped, they are for sure connected to one another:

Diversity is moving from the tree of life to objects.

Does it mean that in terms of innovation our technological species has surpassed “nature”? No, we are nature. And this trend is nature at play moving from a geological, to a biological, to a technological planet. And all of these are driven by a notion of evolution of the winner code against the selection pressures of an environment similar to, but beyond biology.

Evolutionary sciences outside biology sporadically exist, although not as formalized and well-established as the theories of biological evolution which have been elaborated since Charles Darwin. Nevertheless, from a more “Lovelockian” perspective, it is worthwhile to zoom out of the conventional borders of biology, and project the inferred rules of evolution beyond the 150-years-old tradition.

The competitive exclusion principle

According to the competitive exclusion principle (CEP) in ecology, two species competing over the same resource cannot coexist forever; One will eventually leave the scene to the other. We can see this in the economy with the establishment of a monopoly by the tech giants, taking up all the resources serving a specific aspect of human life. With a stretch, we can also generalize this principle in a different direction by classifying man-made objects into kingdoms and species just like plants and animals. In other words, we can look at both taxonomies, life and objects, as two terrestrial families competing over a single resource, our planet. It will appear that man-made objects are taking the playground from the organic life.

And with the transfer of resources, shifts also, diversity.

The modern explosion of manufactured objects whilst the decline of biodiversity should be viewed as the tale of a shift; Diversity has gradually moved from the tree of life to the product-space.

So far, this looks obvious. But there’s a catch! And it is about us, humans as the catalyst of this shift.

It appears that we humans can be seen as a domain which not only caused the forementioned shift but also hosted it for a short while. In short, we took it from life, had it to ourselves for a geological moment, and are now giving it to objects, in an emergent process that may not even be in our control.

Shift of diversity from life to objects, via humans?

As buildings seize more lands from trees and drones will take more of the sky away from the birds, we need to pay attention that in between these two, animals and artifacts, there was an intermediate domain for hosting diversity which rose and fell: human culture, as the carrier of novelty.

A one-step more detailed story could go like this: One species out of millions unexpectedly dominated the earth and while pushing the rest to die or adapt, diversified itself. It gave rise to an explosion of isolated cultures, languages, and lifestyles; A diversity unseen in any species beforehand. The cycle however did not stop there. Millennia later one or few of those many cultures – under the industrial civilization – eventually pushed all the rest aside and sucked the diversity into its own territory, producing physical artifacts. And this is where we are now.

Clearly, many of these cultures didn’t completely die but they were marginalized and can still, at least partially be found in some uncontacted tribes or in the corners of research institutes. But so are nearly extinct animals in zoos and labs. You get the point.

Now, why does keeping track of where novelty shifts matter? Well, because nature may as well repeat the cycle again. Let’s just extrapolate what would happen if evolution, in this era of novelty which is the age of man-made products, favors yet another front-runner and picks one or a few of these numerous by-products and eventually rules out the rest from the “mainland” to marginalized “islands”. This will be similar to what we humans did to other species, by placing a handful of wild and not-domesticated animals in our zoos while driving the rest to extinction. And also similar to what modern cultures did to the old ones, killing them off or putting fractions of them on academic shelves or in museums. Each winner code seems to set a new agenda and eventually dictate the next primary carrier of diversity.

“Regimes” of life, based on the notion of diversity

Geologic timescale is conventionally divided into eons, eras, periods, epochs, and ages. The consensus does not even yet allow concepts such as Anthropocene to have a formal place within this geologic timeline. It is, therefore, quite a stretch to redefine this timescale based on a single species. I suggest, as an alternative, we define a geological “regime” – for the lack of a better term – based on the domain of diversity. This will serve us more than just a descriptive model as it can hold some predictive power and can give some alternative understanding of the past and the future of life on earth. So let us try to retell the story of terrestrial life based upon the notion of diversity:

1. The regime of cell diversity: What we call life, is the explosion of life forms all based on very specific cell types. But it is suggested that prior to the Darwinian Threshold there must have been a diverse community of cells that evolved as biological units. The Last Universal Common Ancestor (LUCA), although an already complex organism with a DNA-based genome, is not thought to be the first life on earth, but only one of many early organisms, all of their progeny having become extinct. This means that during the transition of the prebiotic earth to the time of LUCA there had existed a diverse pool of biological entities, at some point perhaps many different cell architectures, from which only these main types survived and ended up colonizing the earth, up until now.

2. The regime of biodiversity (mono-cell): We could think of the whole Phanerozoic Eon as an era of biodiversity based on just eukaryote and prokaryote cells as robust building blocks survived out of all the other extinct cell types. This seems to began even earlier, towards the end of the previous eon, Proterozoic, with the abundance of soft-bodied multicellular organisms, but certainly during the Cambrian explosion, life gave the diversity to species. Diversification of animals, plants, and fungi during this period reached a level that resembles the variety of life today.

3. The regime cultural diversity (mono-species): The regime of biodiversity can span the whole current eon up until the Anthropocene. Paleozoic, Mesozoic, and Cenozoic eras with all their periods and epochs, can be commonly characterized as different eras of biodiversity. Throughout these times life has repeatedly witnessed attempts of a single species rising to colonize the earth and eventually falling. Until now, however, it seems that homo sapiens has reached a certain breakthrough unprecedented in previous species. Our ancestors and a handful of our domesticated species have now for some time taken the diversity from other species. During this period, humans have formed thousands of religions, languages, and isolated cultures.

4. The regime of product diversity (mono-culture): What we are experiencing now is the rise of a “monoculture” regime within the timeline of our civilization. This period can be defined with the dominance of the industrial civilization which has marginalized the rest of the survived cultures, while many more of them have long been extinct. In terms of diversity, we can view this phase of civilization as a regime of life on earth. This regime that all of a sudden is serving as a platform for the modern and diverse pool of man-made objects.

5. The regime of mono-artifact: And the point of all these re-classification is the horizons it can show us, with the virtue of extrapolation: What’s next? We can read the same old story once again.
Is it conceivable that one or a few objects, out of the current myriad of man-made artifacts and products, dominates the existing technological diversity? In this simplified narrative, after eukaryotic/prokaryotic cell types, human genome made of that particular cell type, the industrial civilization made by that particular genome, a certain greedy object made by that particular culture could indeed take the crown from the other objects and redefine the future of Earth’s ecosystems. What would that object be? My blind guess is that it is more likely to be in the category of AI codes run on silicon chips, than to be a hair-drier. But who knows?

And even if we find a handful of “winner object” that could colonize the earth, the next question is, with the rise of that new platform, what would be the next territory that shall win nature’s focus to experiment with its innovation and host the future diversity?

We are probably as unaware of those forms of inorganic future life, as the singular cells were about trilobites. But we can expect that something unimaginably crazy is plausible.

And non of these claims would mean that we, as the current front-runners of organic living organisms, are going to die and fully give up the playground to an exotic form of inorganic life. We, humans, need forests and wildlife to sustain our biological bodies. So in order to run their greedy codes of reproduction and dominance, the mysterious winner objects are also likely to depend on our flesh, which depends on Earth’s life support systems. If successful at this transformation, we will be brutally domesticated. If not, we will go extinct and this spark will die off. Nature’s tide sloshes back all the way to the regime of biodiversity, until maybe a new spark brings about the next geological explosion.

Reflecting on Amazon’s new HQ in New York

We are entering an era in which companies dream of becoming cities.

They will fail, almost certainly.

A company can not mimic a city without being as dynamic and as self-organized, even if it surpasses a city in size or revenue by a large margin; companies have a naturally shorter lifespan.

This happens since cities have the freedom of a bottom-up flow, coupled with certain network properties that are vital for a superorganism to adapt to the environmental changes. Corporations cannot always stir fast with the moves of the market (elaboration for another post). They are a different animal. Obesity kills them eventually if they don’t die a natural death.

Due to structural differences, after a certain level of growth companies experience decline in their rate of “innovation” – the very glue that holds cities together. Unlike cities and forests their synergy will eventually stop and reverse, then they can not carry their own weight unless they innovate and disrupt. Companies can not scale forever.

* * *

And can tech giants innovate proportional to their growing size, i.e. with a so-called “superlinear” rate?

No, not passed a certain size. Not with a gigantic mass, a top-down flow and a compartmentalized structure. For these giants to grow bigger than this, for them to be worth trillions or to become cities and last, they need to revolutionize their structure. But they simply don’t have the code for it.

Of course innovation will keep taking place in megacities but increasingly outside these campuses, even if they try to attach themselves to megacities like Amazon is trying to land on New York’s metropolitan area.

What tech giants should do at this point is to downsize their mass, their physical manifestation, lay off and restructure, then grow again but that is not how public companies are ruled. Their leaders may well be aware of this better than the average shareholder, but neither have a better next possible move on the board. They are accustomed to follow a natural course for the evolution of the mega-creatures they are shaping. And in that course there is no prospect of keeping the pace of the innovation. This is not about the talent-base; this is a structural failure and it’s emergent.

* * *

What are these companies going to do with their facilites when doomed by their nature they have to let go of their extra load?

In the most organized and systematic scenario, these buildings will be taken over by a new generation of emerging insitutions and reused for different purposes than they are built for. So they better design them with flexibility.

In another foreseeable future our kids shall play techno in their abandoned halls, or whatever fusion the spirit ot their time will be!

And I think this will happen no later than a couple of decades, perhaps gradually. Doesn’t need to be any apocalyptic scenario, system collapse, war or political revolution.

I will place a long-term bet on this one too.

Forest; A planetary neural network with an alphabetic mind?

  1. Cities don’t die a natural death

When I was in Belgrade I read, in their official travel guide, that the city has been almost completely destroyed and rebuilt forty-four times. This means that if the chance of not recovering at each event was as unlikely as 5%, now after the forty-fourth time the city would have perished with a chance of 90%. It then occurred to me what kind of super-organism could possibly lose a considerable chunk of its mass and yet survive it so many times (spoiler alert: forests).

Or just look at Rome. It has lived under many different tyrannies, governments and religions, and has survived even paradigms from slavery, feudalism and capitalism. What is that essence that has kept Rome “alive” as long as there was a little flame left to burn

There isn’t anything special about the geographic coordinates of Rome or Belgrade, such that it gives them an exclusive access to some resource and encourages people to rebuild the city over and over from the same location. It takes only a bunch of survivors to rebuild the city from the existing ruins.

All companies die. But cities never die.

Says the physicist Geoffrey West presenting his flagship results. He claims that cities not only save energy per capita, but also create more wealth – also per capita. This leads to a positive feedback loop for growth of the cities that so far seems unprecedented in other super-organisms in nature. [I would be open to exclude forests and corals, but more on this later.]

According to his growth models, cities can be destroyed or wiped out externally, but they, unlike companies, people or animals do not die a natural death; A death that is planned by their nature. There seems to be a double synergistic effect to the growth pattern of the cities. Animals grow by adding building blocks (cells) to their body, but at some point, their exponential growth stops internally, and not due to an external exhaustion of resources. After they grow to a certain size and live up to a certain period, they die a natural and planned death. Companies have similar mathematics, West claims. This doesn’t seem to happen to cities.

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2. Super-organisms are “alive

Now here comes my reading of West’s work, blended with other ideas and some critics.

Just like biological organisms, super-organisms are formed based on smaller elements coming together to benefit from the economy of scale. From the perspective of network science, technological or social networks aren’t different from biological ones, and such similarities could make them in some sense “alive”. Cities, companies, forests (conceivably civilizations, empires, religious institutions, coral colonies, hives, etc.) can all be deemed alive in an objective sense, although not necessarily sentient or conscious, a very different [subjective] story.

Many of these networks have evolved to reach an equilibrium after growth, and the same planed mathematics that accumulates their mass, eventually kills them. They stop growing at a certain point, live up to a rather predictable age and they die a natural death. By doing so – independent of their mechanism of reproduction – they leave room for the new to repeat the cycle. Nature has favoured this code over a countless number of repetitions.

While there are many parallels one can draw between these networks, in one sense cities seem to be an exception. They by design suck up the resources around them with no self-correcting mechanism. At least in our current economic model and since the first human settlements, we have never seen a sudden systemic evacuation of a city or its split to smaller chunks, so they repeat such an organic cycle all over again. The economy of scale gives the cells, citizens, a double edge to accumulate. A city doesn’t seem to ever die under its own weight.

From this perspective, the similarity between cities and biological organisms is preserving energy; that the bigger the organism the less energy is consumed per cell. The difference, however, is that the bigger a city gets, the more it gives its cells, even per capita, a handful of advantages: “money”, “knowledge”, and “power”. Is this superglue unique to cities?

Although just similar to biology such surplus of wealth per capita translates to smaller homes and less stuff in the centre of megacities as opposed to the countryside, still because of the centralized rules of the monetary system the economic power that such wealth creates keeps attracting people to bigger cities, hence the cancerous growth.

We could relate to this effect on an individual and personal level. Those of us living in larger human colonies are closer to the power hubs and although we may live in denser areas with lower energy consumption per head compared to our rural counterparts (due to for example a lower surface to volume ratio), we still create more waste due to our superior economic power. We shop more, commute longer, fly higher, etc. A kidney sell does less of similar stuff compared to a free-floating bacteria. This is the essence that makes our embedding super-organism, city, different from an animal.

3. The superglue in the cities: Creativity and productivity driven by money and language

Let’s look at why people are not only more but also wealthier in big cities. Wages follow the rate of productivity, which is higher per capita in bigger networks. “Stronger input-output linkages, better matching of employees and employers, and invisible but active knowledge spillovers” are believed to increased productivity resulting in higher wages. The so-called “agglomeration” economies shaped in dense areas increase creativity (the number of patents, as well as wages, follow a super-linear fit, fueling the exponential growth of the city. In retrospect, among other tools, the advent of language and the invention of money is the factor that has changed the dynamics of our collective network. Without them, no matter how individually intelligent or creative in problem-solving us humans could get, our creativity wouldn’t be unleashed and our exponential civilization would not manifest on the blue planet.

4. What about forests?

What other networks may also enjoy such a double-edged growth patterns of the cities (super-linear gains at sub-linear cost). Could the exceptionally long lifespan of forests and reefs be related to their cancerous growth patterns, too? And more importantly, what drives this pattern?

Sure, forests and reefs can be killed off or shrink due to external reasons, but just like man-made cities, they are robust in their growth pattern. The main question is that, what is their superglue which brings them together?

In other words, if being in New York City exposes a human to more wealth, knowledge or impact than an isolated tribe, what do individual trees benefit from when they are in a bigger network? What’s in it for individual corals to be in a bigger reef than a small one when they can’t even move?

5. Is forest intelligent?

Also this is far-fetched, I think it could be inferred merely from the physics of the network, considering the emergent properties of a forest, that it is way more than a regular grid. I hypothesize that a forest is not a highly-clusterized network (i.e. having a large “clustering co-efficient”, i.e. to what degree neighbours of a node are connected to each other) but also with other properties of a small-world network.

This quite interestingly implies that without a deep knowledge of ecology or forestry, one could possibly show that trees have a sense of networking, collaboration and communication (likely even symbolic communication with an inventory of signs).

Also, trees have documented track record of “trade”. But do they have a sense of currency, property law, and ownership? Do such concepts necessarily follow the invention of a formal *phonological* language? Those who claim Capitalism is a product of nature, may have gotten something right.

In linguistics, “double-articulation” is known as the most crucial feature that made human language differ from other forms of communication in nature. This is the ability to exploit the combinatorics of dual patterns and is extremely powerful since it makes symbolic computation possible.

It is, however, in my opinion very arrogant and naive of us humans to assume that such phenomenon first evolved with our species. Both rainforests and reefs seem to possess similar network properties (amongst others self-similarity, small-world property and high-clusterization) that I argue could be an infrastructure for a phonological [alphabetic] mind capable of symbolic computation, given a random mutation of dual patterns.

This may be the hidden story behind any of the evolutionary leaps on earth, and not just the last one. And it could mean, with all the seriousness, that rainforests or reefs, as intelligent super-organisms have purposefully invented animals in the same way we invented cars. And for short-term or long-term reasons. I do understand the co-evolution of animals with their ecosystem, but do trees know who invented the automobile?

It’s a testable hypothesis to see if rainforests have evolved, say, their own stock market somewhere down in the ground. I just wonder if like ours it ever crashes once in a while in some million years! A bit more far-fetched than that, the urbanization and the human experiment, us, could be one of those.

Does vegetation have similar properties as urbanization? Do rainforests possess a collective intelligence comparable to that of Silicon Valley, Wall Street or Holley Wood? Are they creative, productive and experimental?

Is this postulate crazy? Nope.
Is it testable? I think so.

Printing a megacity in the desert?

Can you print a megacity in a desert and demand it to return your investment?

“Dimensionality” in complex networks is still an ignored concept in any other discipline which deals with those networks – but physics, the mother of them all.

In city planning for example, governments can aspire to make a metropole of 9 million and expect it to behave like NYC, once it matures. If not necessarily reproducing the same financial or political influence, but at least creating a similar “feel” internally shouldn’t be much to ask?

Not true.

It is essential to build megacities from smaller organic elements: minor towns already in each others’ neighbourhood.

Is such a simple observation in other, similar, networks something that the policymakers of some trillion-dollar future megacities are unaware of? And do they not need that knowledge when they expect the return for their investment?

* * *

Building new fresh sustainable megacities in uninhabitable fields sounds like a brilliant idea. The trend has many great promises:

For one it shall massively returns the investment through real estate. It will laso host the future waves of urbanizing population while built with the state-of-the-art and more sustainable infrastructure. Even better, if it is built in a desert where preserving the natural ecosystem is much less vital than say, a rainforest.

But sustaining a megacity logistically is not possible without sustaining it culturally. That is the foundation of the city life and for it is necessary to mimic the underlying dimensionality of organic metros – something that should match the metropolis’ magnitude – or else the megacity will never produce the effects of cities of even much smaller magnitude, no matter how much money is spent on central planning.

* * *

Even if the best engineers set up the physical infrastructures and plug in the vital resources and the structures are built with fresher and more sustainable technology with a smaller footprint, there are still fundamental problems in printing a city in the middle of nowhere with a “grid mindset”.

The good news is though, it could take just a little more investment but in the right direction to try to recreate a “dimensionality” that typically evolves over centuries when a megacity is organically seeded.

Only then one can attempt to create the equivalent of some several centuries old institutions in the course of years.

China has understood this and they are building their megacities around the existing smaller parts. Much smaller cities like Dubai or Doha have also grown their skyline organically – though on steroid – around an existing old town.

Predicting Cryptocurrencies

My naive analysis of cryptocurrencies based on the publicly available data (historic price of the major coins) inferred four key parameters to model a typical crash:

– The magnitude of the latest bubble.
– Length of the inflation period.
– The speed of deflation measured by the powerlaw exponent of the decay curve.
– The length of the deflation period.

On the flight back from New York City (have to look up the date but it was early January this year) looking at the 11 major crashes in the history of cryptos, the rather simple model predicted that:

The market may crash at any moment. (It did in a week, but could go on a little longer too).

And that at the current market cap ($800B at the time) a following crash will, in a period of 6 months to one year:
– Deflate to a market cap of $150B for all cryptos.
– 4,500$ for Bitcoin (17,000$ at the time)
– 200$ for Ethereum (1,200$ at the time)

And I said I will buy when two of the three goals are met.

So far (9 months through) one of the three has taken place (Ethereum hit 170$ yesterday).

You’re welcome!

Atheism vs. Agnosticism

If you identify yourself as a non-believer, possibly with some history of hostility towards organized religions, would you call yourself an Atheist, or an Agnostic?

I can’t care less about labels and names. But since they have a practical use – saving time and energy – we can discuss them.

* * *

Once upon a time nefore the chemical outbrake of puberty introduced a wave of changes in my body, it impacted my mind. I rebelled – still quite analyctically – against the delusions of the local culture, which let to tossing out religions amonst some other outdated codes. I turned in to a non-believe and I called it atheism three years later when I learned that I am not only alone, but there may be even a conventional name for the state of my belief system. And it wasn’t until a couple of years ago that I realized agnosticism is a better term to describe this state.

Typically the naive distinction between atheism and agnosticism is tested with whether or not one would answer “No”, or “I don’t know” to the question of existence of *any* God. This is in the grey zone, and a metter of definition and interpretation: How do we define God?

Some believe in Gods because in the hierarchy of beings in the vast universe and possibly beyond, there can be creatures above us. Aliens, Gods, simulators, our own Gaia or some parts of it, concious super-organisms that we may can be their building blocks, etc. All these can have God-like powers over us, by shaping and controlling us. But is that all it takes to be a God?

The problem here is that all these beings, even if proven and spotted, are things just like us. They have weaknesses and struggles for their own survival, and simply put they aren’t “in charge”. They don’t have control. A God that knows how everything at every level unfolds, comes from a much motr strict definition of God and that is a level of God-ness that I am a non-believer in. This is a very generic definition for a God, one who has made everything, knows it all, and can control all existence at all its levels. But to me its existance still as unlikely as exotic concept such as Allah, Jesus, or the Flying Spaghetti Monster.

Atheists – including my past self – typically view agnostics as mild atheists. Atheists that have woken up but not quite enough to completely get over their religion, and they may be statistically right. But to me agnosticism isn’t compromised atheism. It’s an ultimate state disbelief. So an agnostic refuses religion, but also atheism itself as a replacement that could be vulnerable to the flaws and biases of any other man-made culture. And this was the point that I had not understood in the spiritual beliefs of not-quite-atheist thinkers like Spinoza, Darwin or Einstein.

So agnosticism that I refer to is more of a non-believer than atheism. And as there are infinitely many ways to define God, there can be infinitely many levels in between agnoticism and atheism. The atheist culture, perhaps in order to unify better against the organized religions, wants these two classes and all in between them to collapse in one. But in my eyes they are quite distinct, and I think there are a lot of interesting belief systems also in between them.

I may be going through another phase of chemical changes but currently I feel like I am somewhere in that in-between space.

Explosions between Cambrian and Technological Singularity

Economy of scale and life’s punctuated equilibrium:

Life on earth is going through another short period of rapid morphological changes, this time because of us humans: In a short geological moment we have gone through a massive scale-up (7 orders of magnitude from tribes of hundreds, to billions on the Internet or members or the global economy). That we all know.

Phase transitions are common place in single species – known as punctuated equilibrium and are spotted based on local evidences at hand such as fossil records. But terrestrial life as a whole experiences such phase transitional behaviors too, although they aren’t always as easy to spot in our labs.

Last time we think a scale-up like this happened was the so-called Cambrian explosion half a billion years ago: The rapid shift in life forms from single-cell organisms to complex animals with advanced specialized systems and organs. This was when nature evolved new networks and gave life emergent properties such as intelligence or purpose.

And well in between these two explosions, there may have been other economies of scale transcending single units to complex wholes, though we may not as easily manage to identify them. I am for instance quite open to the spiritual idea that views rainforest as an intelligent whole, with a form of wisdom and the ability to reason, possessing foresight and purpose and other emergent properties invisible to our senses and ungraspable by our brains.

We require more advanced tools to discover those realms, but rest assured there exists much more than we have seen; Communicating with the intelligence that takes place at much bigger or smaller scales, or much slower or faster pace isn’t the most trivial thing we have evolved to do. Neither we have made our tools specifically for this. But I think we already have made tools that we can begin to utilize for this particular purpose. And I am hopeful and optimist, that science has the ability to eventually explore those realms.

Subjectivity,an emergent property?

What can be even more puzzling is the question of conciousness, subjective experience and sentience. Are they too, some emergent properties of complex networks? This is a whole new discussion:

Can networks emerge not only intelligence, planning and reasoning – as stated before, I am convinced they do – but also create joy and suffering out of nothing?

And what are the ethical implications of all these?

We don’t know if cells have sentience. I wouldn’t be surprised at all if they do have something like we do. Why exactly can we have that and they could not?

And now let’s for a moment assume they have a sense of sentience. The ethical question is then: Was that explosion a fun thing for them, or was it a disastrous regrettable mistake to ride the economy of scale and shape animals instead of competing alone for survival. Did they sacrifice their individual freedom for specialization in order to serve the survival of a bigger whole? More far-fetched, is a kidney cell *happier* than a lonely floater with shorter life span and less guaranteed levels of safety, but possibly higher degrees of freedom?

Relativity of morals is ethics 101, and good for something is bad for soothing else. So I am not trying to quantify and sum up all the good and evil in the universe to solve a Karmic optimization problem here. This is difficult enough to ask. Could singles be happier on their own, or as a part of a bigger whole?

And if it doesn’t make sense to you to ask such a question about microbes, just wonder the same thing about us. It’s hard to conceptualize things we haven’t evolve to perceive but our transition from tribes of apes to specialized members of powerful gigantic institutions that decide our faith more than us is a phenomenon that we tend to ignore. And such super-organisms, whatever you can think of them from physical campuses of multinational corporations, institutions and governments, to less visible codes of AI all across the Internet competing for their own survival, may only be in their early forms. Their real game may have not even started yet!

Point being, all the signs of technological singularity fits in the context of evolution.

Ethical considerations:

Back to the ethical questions: whether this is all good or bad and should we help or stop it? Relativity of ethics aside, there are two levels of moralities I can think of:

– One is what we are used to in our conventional ethics; A sense of good or bad at the human level or familiar issues in its proximity such as animal welfare: Are we as individuals losing our freedom to serve the dictatorship of new giant monsters? Are we going to suffer more and for long dark periods as humans? Could we humans catch ourselves in a blink of an an eye (a giant eye!) in miserable conditions as animals are experiencing in our industrial farms, simply because unavoidable forces of nature are leading us there? Or will we find a more sustainable and less cruel way of expanding the network of life and transcend this with less pain and suffering, exploitation and war?

– The other ethical discussion is a more Karmic sense of good vs evil: The ultimate survival of life. Whether or not we humans will be happy or miserable in any given futuristic scenario, is our technology eventually going to protect life on earth from external cosmic hazards and possibly even expand it beyond earth? Or will it kill it off completely. Some say our species may actually have a purpose and this is it.

In this context if our civilization explosion instead implodes to kill all life, before our reaching its multi-planetary ambitions, then that can be viewed as a failed gamble by mother nature.

Will humans make it to, and survive the technological singularity?

And then there is this third scenario in between. The most likely I would say. Our species will die a mild extinction before taking over stars, but also before completely destroying the life forever and ever. Both seem much more difficult than simply going extinct.

What will happen in that scenario? Probably plants will come back with new wisdom – resistance to nano-biological hazards, radioactive, plastic and what not. Then they make new things that will move around and will send them again on the mission to pollinate other stars for another thousands of unsuccessful trials, up until a massive asteroid finishes us off, this time completely.

Now seriously, does mother nature have ways to set goals and make plans, invest in a species to become technologically advanced enough to protect its mother? Hey let’s make some humans to protect and expand the life although they may kill it all. And in taking such gambles does she even further possess mechanisms for sensing and evaluating the risks involved?

I think she does. Apparently in one instance right here and now.

If this post evolved as a part of nature, then nature does have ways to try assessing the risk of its gambles. All technologists and scientists who push our civilization forward, and yet inform and warn us about existential threats that come along the horizon are the manifestation of such a risk assessment. And they come from the nature. So why should we think of them as an isolated phenomenon? How do we know nature hasn’t manifested things like this previously? All we see is the qualities of its current wave of emergent intelligence.

Hopefully it’s not the last wave, and I really doubt if it is the first one. Unlikely!

We are moving towards an eternal AI dictatorship

It’s already in the process. We are already slaves of some self-organized technological super-intelligence, made of flesh and silicon, which is beyond all of us. It’s just many of them out there fighting over us as resources and the evolutionary battle hasn’t been settled just yet.

So let’s reflect on these doomsday scenarios:

We tend to undermine the algorithmic nature of the world, and so the wide variety of scopes and the vast magnitudes of scales that evolution can rule, beyond biology. This is an old story: Trees made us to be their pollinating agents and we cut them down. We made AIs to serve us and they will eventually enslave us.

So those who predict an AI take over are right, but their doomsday scenario isn’t like a Terminator story. It isn’t even about automated weapons.A ‘God-like’ AI is a true threat. But it doesn’t need to be a robot, a super computer, or a conventional AI.

The rulers of future earth will have algorithmic nature. But let’s reflect on that now:

First of all, algorithms do not run in a metaphysical layer seperated from our tangible world. Algorithms need *stuff* to run on; They will still need flesh and silicon.

The truth is, we are already slaves of self-organized algorithmic beings higher than ourselves; The technological end legal entities that interact with each other and the machinery of our civilization as examples. These superorganisms beyond any individual’s power have evolved an order, a system, and dictate what we should do. They rule us, own us, embed and encompass us; We are like cells in their bodies.

What are exactly these algorithmic super-organisms? Very difficult to pin point.

If we could spot and name them, we would still view them as vague concepts entangled with each other like a spaghetti, rather than detached physical objects. I don’t think from our perspective we can define these superorganisms as separate entities like the conventional organisms that we know, but that doesn’t make them any less real. And more far-fetched this wouldn’t stop those Gods from perceiving themselves and each other as separate entities in their layer of existence.

We can, however, with our limited understandings, identify concepts such as organizations, nation-states, political parties or corporations. But there is much more complexity that goes above our heads when we include all the algorithmic functionalities within and in between them. The key to tell them apart is to look at their algorithmic functions.

It is really these entities who make wars, invent alphabet, or send objects to Mars, not individual leaders, inventors or visionaries. These entities could have consistent habits or patterns like our personality traits.

Such algorithmic gods and masters are beyond our understanding as we are beyond our cells. We are just a small part of them. And they are intelligent too. More than us or less, is difficult to tell. They are operating at different scales and deal with different problems for the survival of their code. Are we more intelligent than our cells? What about the cancerous ones? If so how one of them can kill us?

I think we already are slaves of some god-like beings that are in their infancy and are co-evolving with us. And it shouldn’t be surprising if their greed for domination and survival as an emergent property, accelerates out of our control and if we find ourselves captured in a deterministic ordered that we built together, while there is no way out.

We have experienced this situation before. With the idols, commandments, money, cities and legal systems we have previously made codes that became stronger than us. These codes are already our masters, exhibiting recognizable patterns taking us to wars and situations beyond the decisions of any CEO, king or emperor.

And I think of AI threat along the same lines, only on steroid. AI is scary because it runs on increasingly faster platforms and can accelerate since it may gain the power to make itself exponentially smarter.

When it comes to what matters to us, things like individual freedom, what is worrying about AI is that it can make the grip of such evolving superorganisms much tighter who have their own selfish codes to for example minimize a cost-functions or to optimize for a goal, that be money, growth, profit, order, anything.

While nature is at its own game, the bad news for us may be that our current welfare and freedom can last for only a short moment in the history. That the privileged position of the enlightened modern man may be just a temporary behavior of one of these algorithmic entities going through a phase transition.

So these fuzzy philosophical speculations aside, I think what makes AI dangerous is something like this:

* * *

Technology has transformed us. As our individual survival depends more and more on the interaction with technology, we are gaining some freedom while losing some. Our functions are changing rapidly.

We are already not free to think with our own individual brains. Are we? The dominant codes, wide-spread systems and algorithms are dictating how we should think. What questions should be asked and what options are out there. How we should model the world, how we should think how to live. Call these forces the society, economy, media, culture; They have rules and systems and we get our thinking patterns from them. The most successful of them have evolved to copy themselves like programs in our heads and they are ruling us already.

We see now that smartphones controlled from small brain-like power hubs and control panels in the tech giants already control the masses. But they even control the CEOs of the those giants in some way. You see when these powerful individuals seem to be in full control, how suddenly desperate they become in the face of unforeseen challenges?

This is just one decade of smartphones taking over our lives. Soon enough we will even have chips in our brains and implants will replace screens and touch-pads. So it would be much easier to control us, and voluntarily even.

Environmentally, almost all wild animals who did not follow the new order are gone already and only us the tamed ones are left. Some of us domesticated animals will be the the pigs locked up in the slaughter house. Some would be workers trapped somewhere else to provide electricity to those facilities. Some of us would be more free programming the machinery, some are following someone elses’ orders, who gets order from another one, who is somewhat voted by us through the propaganda that is fed to us by . No one’s really free already.

Who wrote all these code? No body as far as we know. We all together did it and it evolved with us. And it’s there now anyway. AI can only make us voluntarily head to make such a destiny much faster. Because it potentially knows us way better than we do ourselves.

We can’t even say if this scenario is good or bad. It just is. I think there’s no right or wrong at this scale.

Good or bad, I think a kidney cell can never go back to float freely in the wild Precambrian oceans of the earth like its ancestors did. Not after it evolved to enjoy the economy of scale and its existence dependent to interact with the rest of the body.

We may be heading to uncertain futures like this that find ourselves increasingly *locked up*, if not physically but algorithmically, to run functions that deals with our very survival. It sounds deterministic and sad. But we are heading that way already. I think AI could only make it faster and could come up with new creatures that would blow our current minds.

There is one thing for sure. What we are experiencing now is anything but a state of equilibrium, so we are heading to something peculiar. We humans as the catalyzers of this process may try to stir it so that the to-be-established future order wouldn’t be so painful for our species. Although I doubt if we can manage.

Electrified Bees

If you are an electrified bee amongst all other bees in the hive, how far can you go off-the-grid and still survive?

– What if you think electrified bees produce bad honey?
– What if you have a dream of making honey, but not from sugar fed to you under fluorescent light. But from wild flowers and in the sunlight?
– What if there is this rule dictated in the hive that going off-the-grid is a sin. So if you do it, most bees would think of you as a lazy bee who doesn’t want to make its fair share of honey?
– What if you come to believe that the honey you make is really not honey?
– What if you come to believe that the honey you make is really not yours?
– What if you think the hive has a systematic leakage? And most of what you all make goes wasted?
– What if you come to understand that no one is responsible in this situation more than you. That the queen bee is in it together with all the rest?
– What if you think the hive is in a free fall off a tree, or rolling down from a hill, and sooner or later will hit the river?

Should you, if you can, get a little far from the craze if not completely off-the-grid, and still survive?
Or would you starve on the way to the flower garden?

Complex Crypto

I just thought of an algebraic suggestion to extend the domain of traditional money with the use of crypto currency.

How about we make a new currency: ComplexCoin! Its value would be like a combination of a major FIAT currency as the real value (💶) and a major crypto coin (👾) as the imaginary value. (Don’t get offended if you are a crypto enthusiast; There’s nothing more real about real numbers compared to the imaginary ones. Afterall these are concpets that mathematicians use to model and conomists can follow too.)

To use the ComplexCoin (i-Coin?) we need to make new pricing models in especial online or brick and mortar stores that sell stuff at complex prices. The pricing is stable because it shall be regulated to depend only on the complex cost of producing or acquiring the goods, and not the volatile exchange rate between the two types of currencies.

So if you have an A+Bi amount of cash in your bank account and you want to buy an item at the complex price of a+bi your account will be charged so you are left with (A-a)i+(B-b) i-Coins. As simple as that.

What matters is that the price of the goods are set by the manufacturer/distributer based only upon the complex cost of the items, all the way from mining and production to wholesale and retail.

This is meant to keep the rates more stable to help adopting cryptocurrencies in our daily lives, so it is important that at the event of purchase the exchange between the real and imaginary values shouldn’t be permitted. Of course people can in their digital bank accounts exchange between the two currencies if exchange rates are unstable.

For example, if an apple (🍎) cost a farmer 1£ and 1 Ripple they typically sell it to the wholesalers with a certain profit(say 100% would make it 2£ and 2Ripples). But even if 1 Ripple is 1£ at the time of purchase, the terminal can not charge 4£, or 4 Ripples, altough they are equal at the time of the transaction.

There can be exceptions where the terminals charges you one of the currencies when the buyer runs out of the other one, for the transaction to go through after prompting.

Also when a transaction fee is applied (purchasing abroad or cashing out at ATM), it can be charged not as a percentage of the magnitude (as it is already the case for our real-axis FIAT currencies), but instead as an angular rotation that will be profitable for the cash terminal, based on the current exchange rate between the two axes.

* * *

There may be a lot of problems and challanges for this to work obviously, but it was worth sharing. At worst, think of it as yet another coin, which creates its niche to stand out by the use of a mathematical concept instead of breeding kitties!

I just wonder if people are going to buy shares in a bank that issues this token, would that be an ICO? IPO? (i-CO or ICPO?)

My flight is taking off now and no Internet on-board this time. I shared my idea. Share your opinions here!