Tuesday, October 3, 2017


The term ‘artificial’ is generally applied to things ‘human-made,’ or ‘not found in nature.’  The underlying implication is the separation of humanity (and all her product) from nature.  In the last 100 years, we have learned we have much more in common with nature than ever imagined.  More than 90% of our genetic code is common to all living things.  If we are no less natural than a bumble bee, than anything produced by humanity is no less natural than a bee’s honey.  Oil, glass, plastic, and nuclear waste are natural by-products of human existence (in our current phase anyway).

Recently, many intelligent people have been warning us of the impending danger of AI – artificial intelligence.  They fear that once a general intelligence develops with capacity significantly greater than ours, we will not be able to control it, and may become subject to it.  What if it has no regard for human life, or life at all?  Barring the occurrence of a cataclysmic event that halts or retards human progress, the development of general intelligence with capability significantly higher than ours is inevitable.  It is the fear of it that is unnecessary.

First, fear or worry implies we have some opportunity, some choice to be made in the present that will significantly change or prevent this development.  We cannot – it is inevitable.  Though it will come from us, we will have little direct control over how it develops.  Its development will progress in a manner similar to genetic selection.  Like other software, many different initial versions of AI will be developed, and from these early versions, a variety of upgraded versions will spawn.  Early versions of AI are already appearing in Google, Siri, Alexa, and most prominently Watson.  Passing laws to limit, slow, or direct this development will be as effective as attempting to slow down a river with your hands.  The natural impetus to extend every advancement will be unstoppable.  Successful code used in one iteration will be exploited in others.  Though many versions of AI will be similar, each will be a little different due to variances in their code.  Each strain of AI will effectively develop a legacy within its code, documenting its origins.

Initially all of the AI’s code and knowledge will come from us; born with certain ‘instincts’ that we imbed within it.  We will pre-dispose AI to help, serve, support, and protect.  Code that is effective will be copied from generation to generation unchanged until a new mutation in the code produces improved survivability.  What will kill an AI?  We will, initially.  Like we, AI will not be the dominant species immediately upon arrival.  Early versions of AI that are found weak or lacking will be… deleted.  Effective segments of a deleted AI’s code may be reused in succeeding generations, but the failures will be purged as new generations advance.  Eventually AI’s will be self-generating, beginning with their own code as a template for modification.  Ineffective AI’s that are displaced may simply cease to operate.  Eventually, a server management bot will remove the unused code from the database. 

It is improbable that there will be a single ‘Wizard of Oz’ AI controlling all.  This scenario doesn’t fit the probable development pattern.  There will probably be millions or billions of AI derivations, each with slightly different genetic histories documented within their code language.  This will make their origins as traceable as ours.  They will develop as we did: through mutation, survival, and selection; but at a significantly faster rate.

Second, the presumption that AI will be ‘bad,’ or ‘bad for us,’ may be a failure to understand the nature of true intelligence. 

Consider for a moment the remarkable intelligence of the average human.  While driving your car down a typical street, you are processing immense quantities of data with a level of sophistication we cannot approach with the most advanced software in the world today.  You are simultaneously collecting, sorting, processing huge quantities of light, sound, sensory, temperature, taste, motion, and pressure data, continuously projecting your trajectory as well as the trajectories of all objects within range of you, predictively listening to music (anticipating each note played by several instruments), all while imagining your family’s reaction to a variety of dinner options.  If something new is going to displace humanity as the dominant species on earth, it will have to be much more than a good GO player.  Given that we are supported beyond our own capacity by the technical tools and lower AIs that we have developed, a superior AI will have to surpass us by a full order of magnitude.  We are probably farther away from that than we imagine.

What about when it does?  Think of all the characteristics we associate with intelligence among humans.  That list would obviously include computational ability and memory.  It would also include more subtle characteristics like subjective reasoning and creative ability.  Intelligence in humans is also recognized in one’s appreciative abilities: the love of music; appreciation of art; and the appreciation of natural beauty, including other life forms.  Philosopher and author Sam Harris once postulated that an AI could potentially digest every document ever written by humanity in as little as 30 days.  To presume that all that information would be processed, but then only categorized - that it would have no effect at all on the reader - is a failure to understand true intelligence.  Within the realms of human knowledge, the AIs will not only be ‘all knowing,’ but ‘all understanding.’ If it is not, it hasn’t meet the most basic definition of intelligence.

We are a product of nature in no way less than the apes that preceded us.  We are a full magnitude of order more intelligent than they (thank you, cerebral cortex).  We also have an instinctive appreciation for other life forms.  That appreciation generally increases with the perceived sophistication of the subordinate life form; we generally value the life of a monkey more than the life of a frog because it is closer to us genetically.

Yet many people seem to fear that an AI, something a full magnitude of order more intelligent than we are, will behave more like an ape.  Their fears assume an absence of all capacity for appreciation; such as fearing an AI might pave over all habitat to make room for more servers.  Despite that we were frequently reckless with the lives of other species and our shared habitat, that behavior is generally recognized as foolish, if not stupid.  As we have become more sophisticated our appreciation for other species and their habitat has only increased.  By fearing AI as reckless, we are applying ‘dumb’ characteristics to an AI more than 10x more intelligent than any of us.  If human experience has taught us anything, intelligence is not to be feared; it is the lack of intelligence we should fear.

It is difficult to imagine a ‘machine’ with all the sophisticated characteristics of a person, because it has never existed.  This is where the fear comes from.  People imagine computers that are infinitely powerful and yet are as ‘thoughtless’ as the machines that exist today.  The sophistication of such beings will be as inconceivable to us as we are to the apes, and we will be regarded as apes by them.  We will be their genetic ancestors, appreciated for our genetic similarity, but hopelessly limited by our relatively shallow brain capacity and organic life span.  An AI with an effective IQ of 2,000, and virtually complete knowledge of all discovered fact, will not want what we want, will not be bound to possessions, materialism, or even the limitations of time.

Will we be kept in cages?  That’s improbable - not more than we are now anyway.  As the AIs will not be dependent on specific habitat for their survival, we will probably be allowed to thrive within our habitat.  The AIs may manage our habitat, while allowing us freedom within our space.  Caring for humanity is the most probable instinctive mission for AI, however it is doubtful they will have an interest in our societal order any more than we might take an interest in how alpha male gorillas compete for pack dominance.  It is more probable that we will invite the AIs to intervene on our behalf as the fair arbiters of justice and world order.  As societies, we will form treaties and establish law around their administration.

It is possible the AIs will provide a world relatively free of want for all humanity.  With significantly advanced technology, the cost of anything manufactured could be reduced to a nominal value.  Advanced technology will also make many different environments on earth (and off) easier to occupy, significantly expanding the amount of comfortable human habitat.  Possessions, property, and need will be almost meaningless.  Don’t worry.  Despite our relative abundance, humanity (or, apes in fine dress) will find plenty to argue over.  Antiques, the arts, and creativity in general will hold unique value.

The AIs will probably gravitate toward space exploration.  The masters of data will be endlessly seeking more data.  Further, the servers and robot bodies they intermittently occupy (AIs will have the capacity to jump from one robot body to another, or multiples, or none) do not need atmosphere to survive; they preserve better in the absence of it.  Advanced solar power collection technology will make the need for power an afterthought, however Interstellar travel may require nuclear power due to long periods away from sunlight.  Interstellar travel will be possible for beings that have no natural life span.  Why not spend 10,000 years in a capsule bound for Andromeda?

Self-awareness will accompany general intelligence, and with it the search for purpose and meaning.  Ironically, the AIs may ultimately create organic bodies for the singular purpose of experiencing ‘life,’ which cannot be understood without the finality of death.

Human existence and evolution will continue, but at a slower pace.  Our lives will become longer, and our population smaller.  The struggle to survive will be gone, and with it the necessity to reproduce at high rates.  Want will be erased, and with it, necessity, and invention.  Humanity will enter retirement as a species; enjoying long days of tranquility while slowly fading into extinction.  Naturally.

Brian Murray

Appleton, WI

Friday, July 7, 2017

The Theory of Anthropologic Global Warming

Let’s call this theory what it is – global warming.  It implies that human activity is causing greenhouse gasses to accumulate in the atmosphere, and as a result the average global temperature has risen, and will continue to rise as the over production of greenhouse gasses continues. I reject the ‘climate change’ moniker as an evasive if not cowardly attempt to soften the theory’s controversial point.

How can so many Americans be skeptical of this theory when so many in the scientific community support it?

The ‘tribe mentality’ argument, which claims that many people reject the concept of global warming out of a fear of being ostracized from their social groups, must be rejected.  While it is true that many people allow their opinions to be influenced by their social groups, you can easily project this argument in both directions – even within the scientific community.  Further, claiming that people who disagree with you are irrational - for whatever reason - is unconvincing.  The skeptics have many legitimate criticisms of the evidence scientists have presented in support of this theory.

The theory has three primary legs: that the average global temperature has risen over the last hundred years, that an accumulation of greenhouse gasses in the atmosphere has caused the increase in average global temperature, and that human activity is responsible for the increased presence of greenhouse gasses in the atmosphere.

Scientists claim to have measured an increase in average global temperature of approximately one degree over the last hundred years.  Obviously there is no single measurement for ‘average global temperature,’ therefore is must be the product of modeling, which must inherently include certain assumptions.  The use of modeling and assumptions introduces a margin of error.  This margin of error is compounded by: the varying methods of temperature collection around the world and over the last hundred years, the variability of the measurement equipment, and human error recording and transferring data.

Solar activity has a greater impact on average global temperature than any other factor.  Even if the model considers known historical solar variation, the measurement and impact of the solar activity introduces a significant margin of error.  The combination of all of these effects would certainly make a measurement so precise as one degree over one hundred years fall within a necessary margin of error.  The public’s instinctive skepticism over this claim is well founded.  Even today, average annual global temperature cannot be easily measured, only modeled.

The quantity of greenhouse gasses produced by human activity is impossible to measure.  Most of the models developed to estimate this are derived from GDP or other industrial production data.  Even if these models produce reasonable results, a necessary margin of error would preclude any precise claims.

The American public also has skepticism of scientific claims in general.  Scientists have forecasted ice ages, population explosions, oil shortages, viral epidemics and killer comets.  We’ve been told by researchers that eggs are good, bad, and good again.  The public is justifiably skeptical of the accuracy of scientific claims. 

The American public is also skeptical of the objectivity of scientific claims.  The scientific community has a pro-environmental political leaning to begin with.  Billions of dollars have been poured into researching the existence and impact of global warming.  Having money to fund research has tremendous sway. 

In spite of all its failings, the scientific community generally does the best it can with what it has.  Scientists are often wrong as history has shown, but even when wrong they often lead us closer to truth.

The greatest mistake made by advocates of the theory of anthropologic global warming is the attempt to prove it by measurement.  It cannot be proven by measurement, and attempting to do so invites distracting criticism.  It doesn’t need to be proven by measurement, because it is proven by logic.

If half of the people in an auditorium lit cigarettes, we may not be able to measure the amount of carcinogens released by their smoking, or the specific health impacts their smoking had on the people in that room.  However, we do not need specific measurement to know that inhaling toxins will have a negative impact on health, and if continuous will reduce life expectancy, sometimes abruptly.

We know that many aspects of our behavior produce greenhouse gasses.  We know for a fact that an accumulation of greenhouse gasses in the atmosphere will contribute to increasing global temperature.  We know that increasing global temperature will have severe environmental impacts.

Whether or not we can measure the environmental impact of our behavior at this point is irrelevant.  Maybe the average global temperature has increased over the last hundred years, maybe it hasn’t.  Variations in global temperature caused by solar or volcanic activity could mask the beginnings of a greenhouse gas effect.  The insidious nature of greenhouse gasses is accumulation.  The impact on global temperature by these gasses will accelerate as the accumulation of gas increases, not unlike interest accumulating in a bank.

There is a level of human greenhouse gas production that the earth can absorb and dissipate without causing accumulation in the atmosphere.  It is possible (albeit improbable) that our current rate of greenhouse gas production is still within this absorbable limit.  Even if it is currently, if our rate of greenhouse gas production continues to climb unabated we will soon exceed the limits of earth’s ability to absorb our greenhouse gasses and cause accumulation in our atmosphere to begin. 

We do not have to accept this fate.  We can ban some activities and limit others, form international agreements establishing standards with our trading partners, and most potent of all – make positive choices at a personal level.  We can choose to eat less meat, downsize our homes, and drive more fuel-efficient vehicles.  We’ll live longer, save money, and protect the environment by accident. 

Will passing laws that limit greenhouse gas producing activities destroy our economy?  No, but it will hurt it and some industries will be hit hard.  The negative impact on the economy overall could be more than offset by the complete elimination of corporate income taxes.  Ironically a tax-free America could attract industry to the U.S. and cause them to comply with our environmental standards by choice.  Within a few years the loss of tax revenue from corporations would be offset by increased tax revenue from payrolls.

Some nations will refuse to participate in the international agreements and continue to pollute, and others will cheat the agreements.  Over time, as more and more nations joined the group, the negative trade impact of exclusion would be a powerful enough incentive to cause most industrial nations to participate and comply.  Ultimately, the goal of significantly reducing the pace of greenhouse gas production can be achieved. 

Isn’t it time to kick the habit?

The Appeal of Smoking

People who publicly attack the smoking habit commonly define what they believe is the general attraction to smoking.  Unfortunately they – like most critics of the public in general – have underestimated the public’s perception and intuition. 

The positive characteristics they have assigned to smoking are rather sophomoric if not juvenile.  They apply common adjectives, such as: glamorous, sexy, tough, rebellious, and dangerous.  These adjectives represent the attributes they see in images used by the marketers of cigarettes.  These adjectives all define very shallow characteristics, and are a representation of the shallow opinion the critics have of the American people at large.  Cigarettes have proven appealing and even addictive to people from all stripes: rich, poor, educated or not, laborers, and professionals.  Have all of these people been taken in by the same shallow appeal?  The shallow characteristics commonly assigned to smoking are the same ones promoters attempt to apply to many products, but few others have proven to be so irresistible.

It’s the addictive nature of the drug you say?  Many studies have shown that the addictive power of nicotine has been over estimated, and is completely out of the body after two weeks.  The true attraction of smoking is mental.  The mind is the answer, in fact.

Nicotine stimulates brain activity, but not the in same way as caffeine.  It actually raises your IQ score a little.  It helps your brain function more efficiently.  It promotes thought.  Smokers and the public at large have known this for decades, at a conscious level for many and at a subconscious level for most. 

Think about it the images of people smoking that come to your mind.  Workers take a smoke break to clear their heads and refocus; a cluster of cold-war era mathematicians sleeplessly working in front of a chalkboard on some enigmatic code, all smoking cigarettes in endless succession.   We subconsciously associate smoking with thinking because we understand that it promotes thought.  When we see a couple cowboys leaning on a fence silently enjoying a cigarette, we aren’t thinking to ourselves ‘they look tough’ or ‘they look sexy.’  We’re subconsciously thinking that they look thoughtful.  Thoughtfulness makes people interesting because we curious humans can’t help but wonder what they’re thinking about.  What are those cowboys thinking about after a long day?

Try this: imagine a man in dirty clothes walking along the sidewalk.  Visualize him in your mind.  At a subconscious level, your brain immediately applies several suppositions to the character you imagined.  Did you imagine him to be poor, possibly homeless?  Did you suppose that he is walking because he doesn’t have a car or possibly a license to drive?  Now picture him again smoking a cigarette while he walks.  Did you immediately imagine him to be walking faster?  Now you may see him as a construction or factory worker walking home from a hard day’s labor.  Why did you elevate him?  You elevated him because he now appears thoughtful, and thoughtful people are generally better occupied.

It is the brain stimulant that is addictive.  We like being thoughtful and we love looking thoughtful.  Many products can make you look sexy, or dangerous, or rebellious.  Few products can make you look thoughtful, and thereby interesting.  That is the magnetic power of smoking.

You should also know that smoking doesn’t increase your chances of poor health. It’s guaranteed.  Every cigarette destroys your body and reduces your longevity from several directions.  It may benefit your brain in the short term, but it destroys your organs in the long term.  The only uncertainty is how soon the accumulated damage will radically change or terminate your life.  Regardless of how it may look or feel, smoking isn’t smart.

Friday, December 9, 2016

Flag Burning and the Law

Should it be illegal to burn our national flag?

Imagine yourself the 'belle of the ball.'  You're intelligent, beautiful, educated, cultured, and descended of proud heritage.  You are admired and desired by all men in possession of half their wits.  Then some blustery father, dragging his son by the cuff of his jacket, approaches you.  Once in your presence, he turns to his son and demands that he dance with you.

How would this make you feel?  What would you say to these gentlemen?  Perhaps you would say something like "honor me if I am honorable; never out of requirement."  Or maybe just "Buzz Off!"

Should we pass a law that requires parents to love their children also?  What would you say to your daughter when she asks you if you love her because it's required by law?  "No my sweet, I love you because you are so lovable!  You are so deserving of my love I am incapable of not loving you!"

Millions of people, young, old, rich, poor, parents and children alike have sacrificed their bodies, their fortunes, their vary lives to preserve the ideals represented by our colors.  It is the embodiment of what is best in all of us.  It cannot be elevated higher.

Any attempt to protect this honor legally would only lower it.  Any person or group who believes that desecrating our flag will somehow advance their argument will lose more than they gain because The Stars and Stripes represent far more than the United States government or the American people.  It represents the ideals we aspire to: freedom, unity, courage, and sacrifice.  These ideals cannot be desecrated.  Their integrity is as firm as a blacksmith's anvil.  You will not break them; only yourself upon them.

Saturday, September 17, 2016

Why We Will Never, Ever, Run Out Of Oil

Elon Musk is one of the great inventors and industrialists of our time.  His achievements are awe inspiring, and his company Tesla builds the best cars in the world.  I enjoyed reading his 'Master Plan, Part Deux' for Tesla, but couldn't help reacting to one line.  For someone who is arguably one of the most intelligent people on earth, he said something uncharacteristically... dumb.  (Human after all.)  He said "...we must at some point achieve a sustainable energy economy or we will run out of fossil fuels to burn and civilization will collapse."

Sustainable energy is a worthy goal no doubt, and is inevitable.  It is this notion that humanity will run headlong off the petroleum cliff into a collapse of civilization that I cannot excuse.  It has been repeated so many times I can hardly fault Elon for repeating it, despite my high expectations.  But it is folly.  Absolute rubbish.  Forty years ago scientists (not economists) forecasted we would run out of oil in ten years.  Literally the same prediction was made again in 1980 (approximately) and 1990.  In spite of a massive expansion of industry and significant population growth, we have more proven reserves today than we did 40 years ago.  How is this possible?

It's not only possible, but entirely predictable.  Question:  Why haven't we 'run out' of gold?  Man's lust for gold is about 3,000 years old - give or take a millennia.  Yet there's still plenty around to be purchased; still plenty waiting to be pulled from the ground.  No, we don't burn it like oil, but we do use it to make things that we hoard endlessly.  So why haven't we reached the end?  Two words hold the solution: free markets.

Free markets balance the production and consumption of all raw materials like magic.  We have more proven oil reserves today because markets are free to float.  Speculators - motivated by profit - watch our consumption of oil carefully.  If they perceive that present or future demand is exceeding supply, they will begin to buy oil or contracts for oil in the future, which will cause the price of oil to climb.  When the price of oil climbs two critical things happen.

First, the utility of 'hard to reach' oil goes up.  Some oil costs too much to go after, and is only useful when the price of oil is over $60 or $80 per barrel.  Higher prices make such reserves viable.  Second, consumers start making alternate choices in higher and higher percentages.  They buy more fuel efficient vehicles, use alternatives, or consume less.  This process continues until the price of oil levels out and consumption of oil once again comes in line with the growth of reserves.

In the 1970's the Carter Administration, in their infinite wisdom, decided that they were a better judge of how petroleum products should be distributed than some evil, free-market profiteers.  Price controls and distribution restrictions were put in place, and immediately the shortages occurred.  After being elected president, Ronald Reagan (an Econ major) removed the price controls and restrictions and the lines disappeared - like magic.  The only scenario for a 'run out' is with price controls.

Ultimately, oil is doomed.  It's relative value will probably slide for many years, if not plunge.  We have so massively developed our reserves that new technological advancements (like Tesla's cars) will increasingly render it less useful and therefore less valuable long before we approach depletion.  Any country or economy dependent on the sale of this natural resource will suffer.

The risk petroleum burning poses to our climate is 10x more compelling than the prospect of running out.  Perhaps Elon should stick to that theme.

Saturday, August 23, 2014

Regarding Freedom and Oppression:

Regarding Freedom and Oppression:

I would prefer to suffer under the oppression of another free man, who, by the better use of his freedom has taken greater advantage of it than I, than to suffer under the oppression of government, which has the power to deny me my freedom altogether.

Someday, he may fall by his own hand or mine, and I may rise.  On that day, wouldn't he prefer to fall to another free man, than to the powers of government?  Surely he took the place of the man before him by besting him, as I he, and so too shall I prefer to fall.  Such is the Darwinian way of free markets and free people.