An Autonomous Agent

exploring the noosphere

Author: anautonomousagent (Page 54 of 75)

Can a Stock Market Crash be Avoided? Can the Collapse of Society be Avoided?

The idea in Why Stock Markets Crash is that there exists a critical point which represents the boundary between two regimes. The entire stock market exists as numerous agents whose decisions are not independent.  These agents are in a state of disorder under “normal” trading conditions, thus creating return distributions which are normally distributed. As time progresses the market rises and the agents begin to enter a state bordering disorder and order.  While in this state, the market attitudes of the agents can be abstracted to fractal islands just like the Ising model when close to criticality; in this state, attitudes are able to percolate through various hierarchies and organizations. I have left out many details, but the general concept is that once the market reaches this state, the probability for a crash becomes large; in other words, a crash is the result of instabilities caused by agents reaching a critical state.
Ising model representing attitudes of agents
My question is this: If market agents realize the instability and expect a crash, will the crash be avoided?
Perhaps there exists a critical proportion of agents who must expect the crash for it to be avoided. If a small number of agents expect the crash, then it will still occur. If more than the critical number of agents expect the crash, it will be avoided. But, if so many agents share the same attitude, doesn’t that make  the market even more unstable? With all this order, there will be opportunities for arbitrage. As attitudes flip-flop and cascade through the system, this arbitrage opportunity will occur again and again; faster and faster; this creates the observed log-periodic oscillations. Eventually, the crash occurs. My conclusion seems to be that a crash can not be avoided.
Figure and Ground
People say that in reality there is no arbitrage. They believe that any pattern which arises will be quickly removed. BUT, isn’t the removal of a pattern a pattern itself? Perhaps similar to Hofstadter’s Figure and Ground? Caution: some Grounds are not themselves Figures. I believe that the ideas presented by Sornette may be the pattern of pattern removal. Perhaps there can be strategies based on the removal of a pattern, which is based on the removal of a different pattern… and so forth.
The potential for crash prevention has applications in societal collapse. My intuition tells me that the two are related. If we can answer the question: Can we prevent the crash of a market? Then we will know the answer to the question: Can we prevent the collapse of a society? To me this seems deeply connected with Isaac Asimov’s Foundation Series. In this series Hari Seldon develops psychohistory (from Wikipedia):

Using the laws of mass action, it can predict the future, but only on a large scale; it is error-prone on a small scale. It works on the principle that the behaviour of a mass of people is predictable if the quantity of this mass is very large (equal to the population of the galaxy, which has a population of quadrillions of humans, inhabiting millions of star systems). The larger the number, the more predictable is the future.

It seems that Asimov is once again ahead of his time!

Natural Resource Depletion – Solution: Algae Oil and Water Cavitation

I recently read Phase Transitions, by Ricard Sole. The last chapter talks about societal collapse due to resource depletion. Under some assumptions, modelling the per capita consumption rate of natural resources shows that there exists a phase transition between stability and collapse. In other words, a gradual increase in the per capita consumption rate (or an increase in population, given a fixed per capita consumption rate) will result in a sudden and extreme phase shift — from stability to instability, i.e. collapse.
Interestingly, the book Why Stock Markets Crash, by Didier Sornette, mentions the same phase transition, or critical point as he refers to it, occurring due to an increasing rate of population growth and dependence upon technology. The rate of population growth implies the occurrence of a finite time singularity. Upon reaching this critical point, a change from one regime into another will occur. What this change will be is unknown.
There have been numerous large civilizations of the past whose existence was relatively brief on the face of the Earth. Will modern civilization have the same fate? These two books suggest an impending change. However, there is a chance that this time could be different. No other society in history has been able to predict its own demise. Is this the key? The knowledge of one’s own collapse could be sufficient to prevent it.
I believe to at least postpone the arrival of this phase transition requires only that we have a full dependence on renewable resources and find a revolutionary way to produce and distribute fresh water. Once these are accomplished, other issues which could lead to collapse can be fixed in due time.
Surprisingly, there already exist potential solutions which I believe can solve the problem: Algae Oil and Water Cavitation. Growing algae in deserts near the ocean seems like a terrific idea for generating fuel. Not to mention the fact that the algae remove CO2 from the air. However, I can foresee that this could actually create a problem, since too little CO2 in the atmosphere is also a problem.
Water Cavitation, as mentioned in the link above, provides a reliable mechanism for removing chemicals and organisms from water. A perfect source of clean, fresh water for the world. However, there still exists the problem of water availability. Perhaps there are good ideas for this, I am not sure.

Small Stuff

Small Stuff, a tumblr site by the author of Infinity Imagined, contains incredibly magnified images of all sorts of objects. Here are just some of the great images!

A Bacterium on a Diatom on an Amphipod
The Empty Shell of a Diatom

The Wing of Butterfly

YouTube Channel – DixataıIıIİıİIıımusic

I would recommend spending some time listening to the music on the YouTube channel, DixataıIıIİıİIıımusic. The music sounds excellent!

Guns, Germs, and Steel: The Fates of Human Societies – Jared Diamond

Guns, Germs, and Steel: The Fates of Human Societies, by Jared Diamond, provides a qualitative explanation for the progress achieved by various human societies around the world. The book contains insights into the important factors which develop and destory civilizations.

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