tag:blogger.com,1999:blog-38822355825541972832024-02-06T18:56:29.857-08:00Through a ScreenOccasional writings about people and technology, and how they often don’t mix well...Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.comBlogger20125tag:blogger.com,1999:blog-3882235582554197283.post-75576291660404507872017-05-01T02:04:00.001-07:002017-05-07T10:42:48.676-07:00Beer GogglesWhy is beauty, as the saying goes, is in eye of the beer holder?<br />
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The term beer goggles sums up the idea that potential partners start to look more attractive after a few alcoholic drinks. It is widely reported and there is scientific evidence that it is a real phenomenon.
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The effects of alcohol on the brain are mostly depressant, though it has some stimulant properties. So how can a depressant make people look more attractive? I have a <a href="http://mcgrenery.com/preconscious-mind.html">theory </a>that offers an answer. It also predicts late night eating, fighting and vomiting.
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The idea that we have preconscious circuits in our brains, looking after things like finding food or a mate, has an explanation for beer goggles. Alcohol can suppress the circuits that look after other things than mating. Now all the mating circuit has to do is let us think the nearest potential mate is attractive.
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Some scientists think that our vision works by activating modified stored icons. In other words to see a face in front of us our brain finds a standard face in memory and rotates and modifies it to match the signals from they eye.
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The mating circuit in our beer sodden brain only has to modify our stored icon for a mate a bit less than necessary for accuracy to have us seeing a more attractive person in front of us. Normally the circuits that pre-consciously judge what would happen if we were to meet our friends, or our mothers, with this potential mate in tow would make sure the image in our minds eye was a bit more accurate.<br />
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So we get beer googles because parts of our brain are doing less work than they should.Incidentally less than accurate modification of stored icons, under the influence of alcohol, might also explain why we hear a voice like Michael Jackson’s when listening to bad karaoke.
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If the theory that the beer goggles effect is caused by letting one task specific circuit get more control than it normally should, then there would be examples of the effect of letting other circuits take charge.
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<a href="https://www.blogger.com/blogger.g?blogID=3882235582554197283" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=3882235582554197283" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=3882235582554197283" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=3882235582554197283" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a>I believe we have preconscious circuits for; food, poison, mating, competition, danger, affiliation, homeostasis and circadian rhythms such as sleep.
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That circuit that manages our circadian rhythms can have us falling asleep before we get home. The food circuit can prompt the late night curry. The affiliation circuit can have us declaring love for one and all. Competition or danger circuits might be what account for aggressive behavior.
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If suppression of task specific circuits is responsible for some of the effects of alcohol then it is likely that our poison circuit will also be influenced. When our poison circuit is suppressed we may continue to drink alcohol past the point where our bodies should be rejecting it. If all but our poison circuit is suppressed we may react by vomiting well before we would for the same amount of a different toxin.
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So not just beer goggles, but bad karaoke, late night binge eating, telling everyone we love them before fighting, being sick and then falling asleep. This is what our unmediated preconscious circuits are like.
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Thankfully we usually have a sober conscious self to respond to the world in more nuanced ways.
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References<br />
<span style="font-size: x-small;"><br /></span>
<span style="font-size: x-small;">Jones, B. T., Jones, B. C., Thomas, A. P. and Piper, J. (2003), Alcohol consumption increases attractiveness ratings of opposite-sex faces: a possible third route to risky sex. Addiction, 98: 1069–1075. </span><br />
<span style="font-size: x-small;"><br /></span>
<span style="font-size: x-small;">Egan, V. and Cordan, G. (2009), Barely legal: Is attraction and estimated age of young female faces disrupted by alcohol use, make up, and the sex of the observer? British Journal of Psychology, 100: 415–427. </span><br />
<span style="font-size: x-small;"><br /></span>
<span style="font-size: x-small;">McLeod, S. A. (2007). Visual Perception Theory. Retrieved from www.simplypsychology.org/perception-theories.html
</span>Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com4tag:blogger.com,1999:blog-3882235582554197283.post-59804335878959546962017-05-01T01:58:00.001-07:002017-05-01T01:58:14.863-07:00Q&A on Consciousness <b>What is consciousness?</b><br />
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It is the view from inside of a running model of the world. The self that is aware of the view is a decision making part of the model. Everything that the self is consciously aware of is data presented to the self to either enable or prompt a current decision or give feedback on previous decisions.
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Is it a Cartesian Theater?</b><br />
In some ways consciousness is like a Cartesian puppet theater, where the conscious self is a puppet created by group of puppet masters. The puppet masters are constantly pulling the puppet in different directions in order to get the puppet to act in specific ways.
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Who are the puppet masters?</b><br />
The puppet masters are circuits looking after specific tasks. For example there is a circuit to monitor the need for various chemicals within the body, identify sources of those chemicals and prompt their acquisition. These circuits are preconscious and not accessible to conscious thought.
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What are the main circuits?</b><br />
Animals have circuits which deal with food, poison, mating, competition, physical danger, affiliation, homeostasis and sleep.
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How do the circuits work together?</b><br />
They feed data into a shared model of the animal and its surroundings so that, for example the location of a food source can be compared to the location of a threat such as a predator.
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Why is there a self in the model?</b><br />
An accurate representation of the body and capabilities of the animal in the model enables questions; such as can the food be reached and can the predator be outrun, to be answered.
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So the self is like a puppet being pulled in various directions?</b><br />
Sometimes yes. The task specific circuits try to move the puppet in the direction best suited to meeting their priorities, but often the circuits will prompt different actions.
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Are there rules for which circuit wins in these conflicts?</b><br />
There seem to be some rules, such as an immediate response to physical danger taking priority over other actions. However, certainly for mammals, long term gene survival depends on more subtly balanced decision being made in most situations.
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How are balanced decisions made?</b><br />
The circuits feed data to a circuit which can compare them and assess options for action in relation to the overall needs of the animal.
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But these choices are not like for like?</b><br />
<a href="https://www.blogger.com/blogger.g?blogID=3882235582554197283" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=3882235582554197283" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=3882235582554197283" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=3882235582554197283" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a>Because the data processed by the task specific circuits is so different in kind it has to be shared in a common a language of simple choice based options. Each element fed to the model by the circuits has a value on a scale; either positive-neutral-negative, or too little-optimum-too much.
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Why does that feel like anything?</b><br />
The 'what it is like ness' of experience is data in the shared language. The part of us that is aware of the ‘what it is like’ is the circuit assessing options in relation to the overall needs of the animal.
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Is this not simply a way of saying it is a Cartesian theatre with a homunculus watching the world and making decisions?</b><br />
No. The self's experience of the world, made of flavors, textures, colors and sounds is an entirely internal representation. Sensations such as flavor or color are not the way the animal gathers data about its surroundings, nor are they reliably consistent with the input data. They only make sense as the input to a decision making system. Experience is not a hard problem of consciousness it is the key to understanding what consciousness is for and how it operates.
Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com1tag:blogger.com,1999:blog-3882235582554197283.post-30010192548863149892017-05-01T01:43:00.003-07:002017-05-01T01:43:52.213-07:00How we thinkHow we think
Human brains are not like computers, though it is easy to see why some believe they are. Both computers and brains can calculate using numbers or find the odd one out in a list and even recognize a face in a picture.
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A computer is a machine that can calculate using 1’s and 0’s. Using 1’s and 0’s is ideal for a machine because you can choose between 1 and 0 with an on-off switch. Join more switches in a circuit and you can make many more choices. If you store the image of a face as a pattern of 1’s and 0’s you can program the computer to check if a picture has the same pattern of 1’s and 0’s. The computer is not literally recognizing a face it is a complicated circuit that signals match when two patterns of 1’s and 0’s are alike.
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I describe the parts of our mind that look after food, poison, mating, competition, danger, affiliation, homeostasis and sleep as circuits. The main reason I do so is they do not think the way we consciously do, they detect and signal.
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<a href="https://www.blogger.com/blogger.g?blogID=3882235582554197283" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=3882235582554197283" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=3882235582554197283" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a><a href="https://www.blogger.com/blogger.g?blogID=3882235582554197283" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a>How our circuits work</h2>
Take our food circuit for example. The cells in our bodies need a constant supply of chemicals. A fall in the level of one of these chemicals can trigger a signal. In a worm the signal might prompt a move to a direction that increases the traces of the chemical in the soil. In humans it might prompt us with a thought to get an apple.
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In the worm the food circuit has to work with the sensory system to get information on where the chemical it needs can be found. It has to work with the narrative system to get information on when the chemical is needed, and it has to work with the motor control system to move the worm’s body in the direction of food. The same interaction of circuits and systems happens in us.
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Sensory information is more important for animals like us who need to use associations to find food at a distance. Our food circuit has to store an association between sugar and the pattern of a red sphere shape in order to prompt us to get an apple.
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While computers input, process and store data as 1’s and 0’s the same is not true for our brains. We store information by growing connections between neurons. The same connections are used when we have the same experience again or when we remember it. Patterns like the apple shape, stored as connections in our brain, help us to search for apples again. When we find another apple the apple part of our brain becomes active. This is how seeing the apple is the same as knowing it is an apple. The apple part of our brain can be connected to other parts of the brain. This is how we can think about apples whether we see them or not.
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All of our cells, not just those in the brain and nervous system which work in detecting and signalling, can communicate with the cells around them. The thought that you want a drink of water can begin with cells signalling a need.
Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0tag:blogger.com,1999:blog-3882235582554197283.post-44753515082504996942017-05-01T01:33:00.000-07:002017-05-01T01:33:45.631-07:00Ambiguous Images<br />
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" 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" width="320" /></a>Mostly when we look at the world, or a picture of part of it, we see just one version of what is there. Though not always. There are pictures which are ambiguous, that is they can be seen in two ways. For example this picture can be seen as either a rabbit or a duck. Our perception of this is usually described as bistable. That is we can see a stable version of either a duck or a rabbit, not both at the same time.<br />
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I believe our conscious experience of vision is based on the firing of top-down visual icons, as proposed by RL Gregory . In other words when we think about a duck, our brain searches signals coming from our eyes for a pattern that matches a duck shape stored in memory. This means that miss-perceptions, occasionally including bistable illusions, can also happen to us in everyday life.<br />
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Our sensory views of the world are far from complete. They often exclude large objects, even when we are looking for them. I have often heard people say things like “I was looking for that for ages, and there it was in front of me all the time.”<br />
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This ability to suddenly see something that was previously missed has an evolutionary value if the thing missed is a potential threat, food or mate. So the perception of one of these will likely be popped in with a surprise. ‘Gosh, that branch is actually a snake!’<br />
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Something which is none of these things can be added to our sensory picture with no alerting of conscious self. This is perhaps one of the reasons we experience change blindness. If it does not matter that the person behind the counter is now male instead of female then why should our preconscious brain worry the conscious self about that.<br />
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This Ted talk by Dan Dennett includes a section towards the end showing how we can miss quite major changes in our field of vision for quite a while. As you watch that section take note of how he uses verbal prompts to get the audience to notice the changes.<br />
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" style="cursor: move;" width="231" /></a><br />
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For me this shows how our conscious experience has both a sensory and narrative part, and the narrative can literally tell the sensory what to see.<br />
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This
image can be seen as either a young or an old woman. If we are thinking
of the young woman, in other words our narrative focus is on the young
woman, then we see the young woman. <br />
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My asking you to now see an old woman and you seeing her is, I believe, evidence of our brain using different systems to process narrative and sensory data. So the change in your narrative about the picture changes what you see. The same holds for directing a viewer’s attention to a change that has been missed in a change blindness experiment.<br />
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Earlier in the Ted Talk there is an example of a sudden change in perception being popped into consciousness. When Dan Dennett describes his moment of shock in an art gallery it was because his narrative state was of approaching a Canaletto, not just any painting. For the painting to suddenly change to one by a different artist required a sudden change in his narrative, and this is why he yelled.<br />
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Our conscious experience includes both sensory and narrative elements to get our conscious self to act. If no change in action is needed our preconscious brain will change the detail without alerting the conscious self. But if the change means there is a snake, or we are walking to the wrong painting, then the self needs to know. A conscious decision to change direction is prompted.<br />
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Reference<br />
<span style="font-size: x-small;">Gregory, R. L. (Richard Langton). Eye And Brain; the Psychology of Seeing. New York,McGraw-Hill, 1973.
</span><br />
Image Source:<br />
<span style="font-size: x-small;">Jastrow, J. The mind's eye. Popular Science Monthly (1899).
</span><br />
<span style="font-size: x-small;">William Ely Hill (1887–1962) - „Puck“, 6. Nov 1915, Public Domain, https://commons.wikimedia.org/w/index.php?curid=3836554
</span>Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0tag:blogger.com,1999:blog-3882235582554197283.post-1947261623015413172013-12-13T04:41:00.003-08:002013-12-13T04:41:43.257-08:00Nelson Mandela's triumph of will proves nazis wrongThe world is marking the passing of a great human being.<br />
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The world was a very different place when he started his journey it is hard to imagine now. He did not have to take on the struggle. Instead he could have chosen a prosperous middle class life as a lawyer, but only by moving abroad or living in a country governed by apartheid—a system of laws designed to keep a white minority in power in South Africa, a system that treated others as less than human, more like animals. <br />
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Half a century ago some white South Africans used a corrupt form of Darwinian thinking to convince themselves that humans with different coloured skin are a different species. Maybe a different kind of ape like those species where the physically strongest becomes the leader of the troop. <br />
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Yet we are all apes—according to Darwin.<br />
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Nelson Mandela was strong. His was inner strength, willpower. So he campaigned, and when that did not succeed he started to fight for change. <br />
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Arrayed against him was the collective power of an organised society. A society that had the power to; make laws, build weapons and prisons, employ people to fight and to staff it’s prisons..<br />
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So Nelson Mandela was arrested and imprisoned. Now his inner strength his personal power, came to the fore and was tested. <br />
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Though he was in prison his strength led others. His will to change his country was unbroken. He had been prepared to fight and die for freedom, and he still was prepared to die.<br />
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We are lucky to be alive in an amazing age. Even half a century ago people were already living a global village life. So more and more people learned of the struggle against apartheid. Mandela could be locked away but he could not be killed—for that would add to his strength.<br />
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Killing him would expose the then South African governments collective power, with its guns and prisons, was a lie if they did not keep their own laws. Some would have killed him if they could, like Steve Biko was killed.<br />
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All over the world people responded to the struggle. We stopped buying South African oranges. In Ireland women went on a long hard strike rather than sell South African products. IT became a struggle between two sets of collective power.<br />
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Still the South African regime tried to break Mandela. Denied toothpaste, perhaps they hoped he would become powerless as a toothless old man. He cleaned his teeth with salt from the sea. It was a struggle of human will.<br />
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After holding Mandela in prison for a quarter of a century the South African government was not stronger. Instead the country was isolated in trade in music in sport.<br />
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As a last ditch attempt his captors tried to soften Mandela’s will with a little luxury. But his inner resolve was still there his will held.<br />
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When he walked out of prison Nelson Mandela was met by the South African Prime Minister as an equal. But in reality Mandela was stronger.<br />
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The film ‘Triumph of the will” was a nazi paean to Hitler and the belief that some humans are less than others—not human, animals.<br />
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Yet if we are animals Mandela’s struggle of will shows that we are all the same species. Our global village one great troop of Darwin’s apes. For the struggle of will only matters if we are all the same. The alpha Baboon does not have to prove stronger than the Gorilla, just the other Baboons.<br />
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Mandela used the symbol of rugby, at one time the outcast sport of white South Africans, to reach out to the people who had oppressed him and people like him.<br />
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His struggle was over—won—all are equal.<br />
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Nelson Manuela's strength of will has shown that it is not race but people that matter: With will power, and the right cause, one person can change things, make the world a better place. It does not matter were you are born, or what you have, no matter the limitations, all humans are equal.<br />
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<br />Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0tag:blogger.com,1999:blog-3882235582554197283.post-44273827207885466062013-07-29T07:50:00.000-07:002013-07-29T07:51:04.108-07:00You had to be thereWe may not always like to admit it, but someone who is eighty five years old may not be around for that much longer. <a href="http://www.enniomorricone.it/uk/news.php">Ennio Morricone</a>, the great film music composer, was a few months short of that age when he conducted an orchestra and choir in Dublin recently. So why did more than a hundred people walk out to the bar during his performance of <a href="http://www.youtube.com/watch?v=PygPri0-LNA">Gabriel's Oboe</a>?
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They were ignorant: Ignorant of the nuisance they were causing to other concert goers. Ignorant of the insult they were paying to the musicians. Most of all ignorant of what they were missing.
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<br />
When I was growing up ‘ignorant’ was one of the strongest rebukes my parents used. An ignorant person is someone who does not know how to behave around others. They have bad manners and, worse, they are don’t know that they do.
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<br />
So why were so many people, who had paid large sums of money for their tickets, so ignorant?
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One thing that has changed since I was growing up is that now we are accustomed to using technology to record and replay our pictures, music and movies over and over again. If you wear headphones much of the day you learn that you can change, or replay, your soundtrack whenever you want to.
<br />
<br />
When you are used to the idea that you can pause or rewind at will, maybe what gets forgotten is that each moment is unique. Friends lives change, children grow up—‘I will someday’ becomes ‘I wish I had’ before you’ve even noticed.
<br />
<br />
Most of the thousands of people watching Morricone conduct on a rainy Dublin evening will never have had that experience before, and never will again. When the clouds parted and a rainbow arched over the stage we shared a moment of magic. You had to be there to <i>feel</i> the music then.
<br />
<br />
That is really what the people who trudged to the bar while the music played were ignorant of—physically they were there but they missed the experience.
<br />
<br />
Technology can help us to remember, but a recording is not a substitute for an experience.
<br />
<br />
Life comes to us in a series of moments, special times and special days, often shared with special people. These moments are fleeting, they pass, loved ones pass away, stolen by time.
<br />
<br />
We need the art of being in the moment to get the most from the chances we are offered—to share, to experience, to live.
<br />
<br />
You can press replay as often as you like, but you can never bring a moment—or a missing loved one—back again.
Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com1tag:blogger.com,1999:blog-3882235582554197283.post-42655579980085960662013-05-19T00:57:00.000-07:002013-05-19T00:57:07.591-07:00Living by numbersWhen someone starts talking about data most of us switch off. If we think about it at all we imagine boring numbers. But data is power. Stick with me and I'll share the story of my introduction to the power of data. <br />
<br />
Most of us will have heard the saying that information is power, but we don't usually pay it much heed.<br />
<br />
Even when it comes to sharing information, on social media for example, if we think about anything it will probably be about privacy. We pay some regard to who we share what with. That's not necessarily a bad thing. After all sometimes knowing something about you can give another person power. You will likely do better haggling if the seller doesn't know how much you are willing to spend.<br />
<br />
But data does not need to be personal in order to be revealing.<br />
<h2>
My Introduction to the power of data </h2>
<br />
My first job out of college was working with transportation engineers. Back then, in pre-PC days, they used huge computers to make sense of road use surveys, and build computer models to decide where to built new roads. That's power, but not the power I'm talking about.<br />
<br />
The engineers had a problem, the models they built using the survey data just did not work. First they asked all the brilliant computer people to check everything, then their best engineers, nobody came up with an answer. As a last resort they piled big bunches of raw data on the desk of anyone who was not too busy. That's how I ended up looking at books and books of almost incomprehensible numbers. With no skill or training in the area I decided to see if I could find any patterns in the numbers.<br />
<br />
That turned out to be surprisingly easy. For example in one spot the model veered off after ten pm. I tried to figure out why. As a then recent ex student the only bell ten pm rang for me was 'time for one beer before the bar closes'. Now near the spot there was a big steel mill, and it changed shifts at ten pm. The pattern in the numbers showed that the survey staff headed off early and missed the shift change. That helped make the model work and I was promoted.<br />
<br />
The survey staff had not realised that the numbers could tell much more than how many cars drove along that road.<br />
<br />
<h2>
Revealing our secrets </h2>
<br />
Now the world is full of data gatherers, from smart phones to the supercomputers. We leave a data trail everywhere we go. And that data gets used.<br />
<br />
One US retailer can accurately predict <a href="http://www.nytimes.com/2012/02/19/magazine/shopping-habits.html?pagewanted=8&_r=3&hp">when a customer is pregnant</a> with such accuracy that they have to include irrelevant items in the offers they send out so as not to make customers feel like they are being spied on.<br />
<br />
That data trail we leave can be used to create surprisingly detailed pictures about us. <br />
<h2>
The lessons </h2>
<br />
There are two important lessons about the power of information.<br />
<br />
First we need to remember why people collect data. The answer is of course power. That retailers wants to know when customers are pregnant so they can use insights from psychology to form lifelong habits in those customers. Or to put it another way apes who run companies want to use their <a href="http://seamus.mcgrenery.com/2013/03/bear-versus-superape.html">super powers</a> to be dominant: to have more resources, to get a better choice of mate, to ensure their offspring are more likely to survive and prosper.<br />
<h3>
</h3>
<br />
We should, I believe, be worried about how much power the data trail we create puts in the hands of the companies we deal with.<br />
<br />
It's almost impossible to predict how information about us can be used. The survey staff could not predict that numbers of cars along a road could prove they left work early. A woman buying unscented soap can't tell if she is letting the store know she is pregnant.<br />
<br />
In a world where companies change the rules about what information they store and who they share it with, understanding who knows what about you can be next to impossible.<br />
<br />
What we do know is why the do it. <br />
<h3>
A criminal example </h3>
<br />
Sudhir Venkatesh studied the economic activity of people involved in criminality in a poor neighborhood in Chicago, drug dealers making less than minimum wage for example. Why did the leaders of a gang of drug dealers allow a researcher to interview the gang? To get more power. <br />
<br />
Here's how they used that power. Venkatesh found that many in the gang supplemented their income by doing, often legitimate, jobs in their spare time. The gang leaders used that information to take a bigger cut of these peoples money. That is cutting the income of people who could barely afford to live independently.<br />
<br />
Criminal; but we should not be surprised. We are not that many generations past a time when millions of people had no freedom. Their lives were totally controlled by a few powerful individuals. Those apes with power sexually preyed on and exploited their serfs and slaves.<br />
<br />
Today, some estimate, that less than two thousand corporations control most of the wealth of the world. It is the same species of ape running those corporations. They are gathering data at an unprecedented rate. They have access to more information than the wildest dreams of a spymaster a century ago. That information is about billions of ordinary people.<br />
<br />
Now imagine that the next time you negotiate your pay your boss has knows what you and all your family spend and how you spend it, all your secrets; matched to a psychological profile.<br />
<br />
Do you think you would get a good deal?<br />
<br />
Oh and the other lesson. Sometimes, as in my introduction to data, the information is wrong, but it still gets used.<br />
<br />
<br />
<ins style="border: none; display: inline-table; height: 90px; margin: 0; padding: 0; position: relative; visibility: visible; width: 728px;"></ins><br />
DUHIGG, CHARLES. 2012. <i>How Companies Learn Your Secrets</i>. [ONLINE] Available at: <u><a href="http://www.nytimes.com/2012/02/19/magazine/shopping-habits.html?pagewanted=1&_r=3&hp">http://www.nytimes.com/2012/02/19/magazine/shopping-habits.html?pagewanted=1&_r=3&hp</a></u>. [Accessed 16 May 13].<span id="rresults"> </span><br />
<br />
<span id="rresults">Forbes.com. 2012. <i>How Target Figured Out A Teen Girl Was Pregnant Before Her Father Did</i>. [ONLINE] Available at: <u><a href="http://www.forbes.com/sites/kashmirhill/2012/02/16/how-target-figured-out-a-teen-girl-was-pregnant-before-her-father-did/">http://www.forbes.com/sites/kashmirhill/2012/02/16/how-target-figured-out-a-teen-girl-was-pregnant-before-her-father-did/</a></u>. [Accessed 16 May 13].</span><br />
<br />
<br />
LAMB , BRIAN. 2008. ”Q&A”: Sudhir Venkatesh. [ONLINE] Available at: <a href="http://www.q-and-a.org/Transcript/?ProgramID=1165">http://www.q-and-a.org/Transcript/?ProgramID=1165</a>. [Accessed 16 May 2013].<br />
<br />
leeds.ac.uk. 2012. Other ethical problems in Venkatesh's research. [ONLINE] Available at: <a href="https://vlebb.leeds.ac.uk/bbcswebdav/orgs/INTF00001/page%201_14.htm">https://vlebb.leeds.ac.uk/bbcswebdav/orgs/INTF00001/page%201_14.htm</a>. [Accessed 16 May 13].<br />
<br />
<br />Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0tag:blogger.com,1999:blog-3882235582554197283.post-61688543314594994502013-03-31T05:46:00.000-07:002013-03-31T05:46:09.150-07:00Is the Pope...It is a difficult time to be Catholic, we have lived through a time when the leadership of the church has lost its moral compass. For a body that has acts as moral guide to its members this could be a fatal flaw.<br />
<br />
And indeed people are leaving the Catholic church in Ireland—once its great bastions—in droves. I suspect though that more people are leaving the church because a secular scientific view of the world is becoming the norm. So why endure? Could there by any reason for clinging to a view of the world that includes religion? I think there are.<br />
<br />
Now I am far from being a good catholic, and I certainly could not claim to speak for the Church, for example i don't think they would agree with '<i>lost its moral compass</i>'.<br />
<br />
<h2>
Gold</h2>
Like gold, Christian teachings have central tenets that cannot be tarnished by the hands they pass through. <br />
<br />
A couple of things spring to mind from what I have to learned from a catholic upbringing. <br />
<br />
<h3>
First is community; </h3>
While we all tend to gravitate towards people with similar views and experiences as our own, we are part of a community with young and old, rich and poor, healthy and sick. We can, and should, help each other when we can, for the day will likely come when we are the ones who need help.<br />
<br />
That's not a call to give to charity by the way. A community based around church gives us a weekly reminder that we are connected to other people whose circumstances are different to our own. This has helped the survival and development of the interconnected society through which we all prosper. We would not have our super-powers without it.<br />
<br />
Supporting individuals into old age helped developed the second evolutionary channel because they were able to remember, and tell stories to younger generations, so helpful ideas were able to survive for longer.<br />
<br />
We are so used to measuring the world in our day to day experiences that we can forget to look at the evolutionary timescale that we are part of. For example the Irish Catholic faith I was brought up in has helped my family survive through viking raids, the plague and genocidal famine.<br />
<br />
The strength of the Catholic Church in Ireland in the first half of the twentieth century was in part because the church taught farmers not to sub-divide their land, and this allowed at least partial recovery from the mid-nineteenth century famine that halved the population.<br />
<br />
<h3>
Second is mindfulness;</h3>
Mindfulness seems such a modern 'alternative' idea that it is easy to forget that most religions teach the need for a few daily mindful moments, and setting time aside once a week for joining the community in reflection.<br />
<br />
Part of the Catholic weekly mass calls on us to make a sign of peace, today the shaking of hands, with our neighbours. What better way of remembering that an un-natural peace in our communities is essential for the interconnected society that we all rely on for our well being.<br />
<br />
We do not learn 'survival of the fittest' where the strongest ape can take all the food they want, though that is as true for us as it is for every other ape. We learn 'though shalt not steal'. We have created a negative word, and set of values which we as communities enforce, for normal animal behaviour. <br />
<br />
If you do not think this teaching is essential to getting us where we are today try living without it.<br />
<br />
Part of what I was taught was respect for others faiths. In fact I was
told that, having studied the bible, respectful reading of the Koran
could help deepen our understanding. So I do not claim these values as
exclusive to one faith.<br />
<br />
<h2>
Well is the Pope.. </h2>
My question is whether the new Pope is named after St.Francis of Assisi. Now I know I can search the web for the answer—as I could for the detail of the story I am about to tell. But I prefer to give it from memory.<br />
<br />
<i>Once St.Francis of Assisi was sweeping the floor. Someone came and asked him what he would do if he learned that judgement day was at hand, the world was about to end. St.Francis answered that he would carry on sweeping the floor.</i><br />
<br />
What an ideal to aspire to: to be so sure of your place in the great scheme of things that you know you can face eternity knowing you have left nothing undone, and that what you are doing at this moment, no matter how seemingly trivial, is the right thing to do.<br />
<br />
My hope is that ideal is still alive in another two thousand years. <br />
<br />
<h2>
In praise of celibacy</h2>
You won't have to look far for all of the good arguements against celibacy for Priests in the Catholic church, but I think it worth noting one in favour.<br />
<br />
In the song about the Irish famine 'Fields of Athenry' there are the lines '<i>For you stole Trevelyn's corn, So the young might see the morn</i>'. What parent would not do the same? In extreme situations we as individuals will adopt any survival strategies that will protect our offspring. That is how natural selection works.<br />
<br />
Yet we depend on un-natural behaviour to sustain a second evolutionary channel which has given us collectively an enormous advantage compared to other animals. Just taking the food that was there at the time of the famine is the natural response. But long term it was the wrong response, there were too many soldiers with guns for one thing. Having men and women without their own starving children to feed gave just enough thinking space to come up with a solution that enabled the community to survive and preserved the values essential to its long term well being.<br />
<br />
The community was, I'm sure, much more willing to listen when the men and women teaching this message have no children of their own competing for the same food.<br />
<br />
It may be un-natural but men and women who give up having a family themselves, to preserve and pass on the ideas that help our societies thrive, deserve a little understanding.<br />
<br />
<h2>
One last thing</h2>
Again my own memory of christian teachings, rather than looking to the source, tells me that forgiveness is a central part of the christian message.<br />
<br />
We all get things wrong, make mistakes, sin. Yet we are not solely defined by what we have done wrong. We can realise our mistakes, say we are sorry, try to make amends, try to do better next time.<br />
<br />
That is worth knowing about ourselves, and maybe remembering about the church.<br />
<br />
<br />Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0tag:blogger.com,1999:blog-3882235582554197283.post-74034718715818023822013-03-28T09:55:00.000-07:002013-03-28T09:55:09.027-07:00Ants and PantsThe first great scientist was almost certainly African.<br /><br />The looked at nature, made an amazing discovery, passed that discovery on and they have shaped the world we live in to this day. They are the reason we wear pants! <br /><br />To understand how important their discovery was and is we need to try to imagine a world without it. <br /><br /><h2>
A thought experiment</h2>
<br />Imagine an alternate reality, a world almost exactly the same as the one one we live it. There is just one minor difference. In the alternate world human mating is not private activity. In fact it is such a common public activity that towns and cities provide 'love benches' so couples can mate in comfort on the main street. <br /><br />Does this world make sense to you? I can't see it working. This little story illustrates why.<br /><br />One day in this alternative world a builder named John goes into the city centre to meet Jane, the woman he plans to live with. He's walking down the street passing couple using the love benches, when he sees Mary, a model, coming out of a store. Mary is wearing t-shirt with an 'in heat' log, as is the custom in this other world. Almost instantly Mary draws a group of the immature young men who are hanging around hoping to mate. John is a builder, much more athletic than this bunch of guys, and he's confident. He moves to Mary's side and starts to shoo the rest of the pack away. But then Tom comes out of another store. Tom is a professional footballer, a local star. It's Tom that Mary choose to bring to a love bench. <br /><br />Now John sees Jane up ahead, she's sitting on the side of a love bench. Robert, their accountant, seems to be walking away from the same bench, and he is fixing his cloths.<br /><br />What happens next?<br /><br />My guess is that an angry John attacks Robert, there in the street, and this scene would be repeated dozens of times in every town every day in this world. In fact I think that violent incidents would be so common that society would cease to function.<br /><br />More likely a world where human mating happened in public would not have developed complex interconnected societies. They would not have become civilized! <br /><br /><h2>
The First Science</h2>
<br />This is the connection our first great scientist made. That 'un-natural' behavior is necessary for groups of people to work together in harmony. <br /><br />Maybe they started by looking at ants. What they would have noticed is how cooperative the ants are. Ants work together in large numbers to accomplish tasks that would be impossible if they were acting as competing individuals.<br /><br />The first scientist possibly asked themselves why was this possible. Was there a connection between ants cooperative behavior and the ants lack of public sexual conflict? How could human society be persuaded to use similar cooperative strategies?<br /><br />Surely one obvious answer was to reduce the number of incidents of violent competition for mates among humans.<br /><br /><h2>
Putting the first scientific discovery to work.</h2>
<br />It is hard to know for sure when in our prehistory cloths started to be worn. Studies based on cloths lice suggest that it could have been seventy to one hundred thousand years ago. It can get cold in the rift valley in Africa, where we believe our ancestors originated, but the range of temperatures does not explain the need for cloths.<br /><br />Clothing as a conflict reduction mechanism offers another explanation.<br /><br />If conflict reduction is the real reason for wearing cloths what else might we expect.<br /><br />Genetic changes over time might show a reduction in hormones, like testosterone, linked with aggression in humans compared to near-relative species of apes. Maybe this is why we are hairless apes.<br /><br />Without the open display of sexual organs we might see physical differentiation between mens and women's bodies, that can be seen at a distance. Mate or rival is an important question for all breeding animals.<br /><br />Those are long term physical changes we might be able to detect, but what about how wearing cloths shapes society.<br /><br />Our first scientist would have needed to persuade their community to go along with this new and strange idea. Of course the society would have had to quickly gain some survival advantage for the idea to persist.<br /><br />The idea that wearing cloths is important for the survival and prosperity of the community needed to be passed through generations.<br /><br />What if our first great scientist did not know about science? What if they believed that a God had revealed a great truth to them? An immortal God helping and guiding the community telling you what is right and wrong is a much stronger idea than someone telling you they can change make a small improvement to society.<br /><br />So sexual behavior becomes linked both to the idea of a God, a moral issue, and the good of the community, a social one.<br /><br />Passing this knowledge to future generations becomes seen as vital for their survival. So a multi-generation institution passing on moral and social teaching becomes a vital component of a successful society.<br /><br />Suddenly, in the evolutionary timescale, we have become a very different type of ape.<br /><br /><h2>
Why do we wear pants?</h2>
<br />We wear them because we would not be civilized without them. The idea is so embedded in our language that it's easy to see it as a cliche. Cliche or not it tells us an absolute truth about how our society works.<br /><br />Wearing cloths is one element in the puzzle of why humans are different from other species, but like a piece of a jigsaw puzzle it has clues to what the surrounding pieces are.<br /><br />So we wear pants because we could not have developed the technologically advanced interconnected society we all depend on without them.<br /><br />There is a different answer to the question though. A much bigger more exciting one. What is all this development, this civilization, this pant wearing for? <br /><br />Maybe it is the only way life can get off the planet.<br /><br />Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0tag:blogger.com,1999:blog-3882235582554197283.post-10494970727265931672013-03-17T04:27:00.000-07:002013-03-17T04:27:13.942-07:00No SupermanWhen we see that a small proportion of people have much greater wealth and power than the rest some of us jump to the conclusion that those people are in some way superior. It is important to explain why they are not. It becomes doubly important if we accept that humans have developed a second evolutionary channel.<br />
<br />
As ideas from the Darwinian theory of evolution spread throughout human society they have been appropriated to justify many things. The idea that one group of humans has evolved, physically, to make them superior to others has been used in the century to justify, mass sterilisation, the banning of marriage between some groups and mass murder.<br />
<br />
There are already enough people claiming that, for one reason or another, the group that they belong to is in some way superior to others. <br />
<br />
<h2>
The Seductive Idea</h2>
It seems to make such obvious sense: Humans are apes who have developed a second channel for passing advantage to their offspring. These advantages come in many form including goods and territory. Therefore in cold evolutionary terms it seems an individual with more territory and goods is a better prospective mate. In other words if you want your children to by rich you should marry a rich person.<br />
<br />
From there it is a small intellectual step to think that an individual who has more is also more evolved, in terms of the second evolutionary channel developed by humans.
<br />
<br />
It is worth remembering that this understanding of the superiority of the wealthy is neither new nor restricted to a materialistic world view.<br />
<br />
It has been present in the religious view of the world for a long time. As the English hymn "All Things Bright And Beautiful " puts it:<br />
<blockquote>
The rich man in his castle,<br />
The poor man at his gate,<br />
He made them, high or lowly,<br />
And ordered their estate.<br />
</blockquote>
<h2>
Where the Seductive Idea Leads</h2>
Remembering we have seen this seductive idea before is important because we have seen where it leads.
<br />
<br />
The gradual accumulation of wealth and territory over generations led, in much of the world, to the development of a special caste of the wealthy; Chieftains, Kings, Emperor’s—An Aristocracy.<br />
<br />
The trouble with an aristocracy is, as the Danish writer Peter Høeg puts it, they dream that time will stand still. Whoever has power or advantage, wants to keep it. Change is not in their interest, so they are likely to resist progress for the rest of us.
<br />
<br />
<br />
<h2>
What Must be Remembered</h2>
In human society these extra advantages; wealth, property, possessions, can only be held with by agreement. It does not matter how much money you have, you will starve, or you can persuade someone to share with you. You need that agreement to grow or hunt your own food, it takes territory to be self-sufficient.
<br />
<br />
Our ancestors learned that having a society where everyone fought for what they wanted did not give us the best chance to survive and prosper. <br />
<br />
<h2>
Second Channel Evolution </h2>
This learning, that taking by force is bad for everyone, has become a key component of humans second evolutionary channel. It has to form a part of the second channel, and may possibly be one of the oldest parts, because it directly challenges a property of physical evolution—strength. Though this second channel rule may have been able to develop because it compliments a property of physical evolution—intelligence.<br />
<br />
This has led to a constant struggle in human society. Not that between brain and brawn, which is mostly a struggle between individuals.
The constant struggle is that between those who are favoured in the present—who want things to stay as they are, and those who want change—because they will be more favoured in a changed world.<br />
<br />
<br />
<h2>
No Superman</h2>
The vast majority of us accept situations where a few hold onto unfair advantage over the rest of us because our second evolutionary channel can act as a damper against change. <br />
<br />
Our second channel for passing advantage is evolutionary because it works at the level of passing advantage from generation to generation, over thousands of years. This does not mean that old money is better than new, though that prejudice is a common one.<br />
<br />
The real advantages of our second channel evolution are in the learning that when we can cooperate, specialise, trade and help each other we all benefit. <br />
<br />
It is not the wealth of the wealthy or the power of the powerful that demonstrate second channel evolutionary advantage. It is demonstrated in all who attend to the business of making our tribes, our communities our societies work.<br />
<br />
We accept that a few may do considerably better so that the majority will thrive. But we have also learned that the majority can only thrive when there are strict limits to the advantages of the few.<br />
<br />
We can only be super apes because there is no super man.
Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0tag:blogger.com,1999:blog-3882235582554197283.post-86395572792106702162013-03-10T07:43:00.000-07:002013-03-10T07:43:30.859-07:00Bear versus SuperapeIt was my second day on morphine when I first noticed the SuperApes—Apes with superpowers. Of course I was frightened. Not by the ones around me, they were using superpowers to help, but there were plenty of SuperApes with bad intentions. And we've just given them a whole new set of super powers.<br />
<br />
People say that morphine can make you look at the world in different ways, but it wasn’t that. The <a href="http://www.earths-thought.com/">view of the world</a> I've been working on is already odd enough, anyway there I was thinking about bears. If a bear breaks it’s leg it’s chances of survival become pretty slim. The same is true for an ordinary ape.<br />
<br />
To stand a chance of a full recovery from a simple injury an ape needs a lot of super-powers: From being able to travel great distances at high speed, or see through solid objects, to being able to transform rocks and minerals at will. Apes that can do that are truly SuperApes, and there I was surrounded by apes who can do all that and more.<br />
<h3>
Evolution of SuperApes </h3>
The theory of evolution tells us that we are a species of ape, but we have all of these powers, and more. We are so used to humans being able to do amazing things that we do not see ourselves as having super-powers.<br />
<br />
Our species of ape can fly to a different continent, or speak to a
person on the other side of the planet and we accept this as ordinary.
Humans have developed a system that gives each of us vastly greater
than biological evolution has given our bodies. As apes we can pass on
our territory, tools and our life learning to our great
grandchildren. <br />
<br />
What makes our species of ape different to other species is that we
have developed a second way of passing advantage to our offspring. At
its simplest this involves passing extra advantages, beyond the
biological, to our offspring. The advantages come in the form of
knowledge and rules.<br />
<h3>
Humans as SuperApes</h3>
Thinking of humans extra abilities as
super-powers can tell us a lot: From why we wear clothes and don't have
sex in the street—my inner teenager had been wondering—to why we have
the types of laws we do. It might even possibly explain why religion
has been so important for the development of our societies. It can also
tell us a lot about the conflicts that have shaped our society.<br />
<br />
So if I was surrounded by ordinary people why was I frightened? It was not because they could kill or injury me. When you think about it you realize that SuperApes are less likely to attack than many other animals.<br />
<br />
What is frightening is how the trade off of powers we make in order to get the benefits of relatively easy access to food, energy and all the other things we take for granted, make it possible for some individuals to dominate others Some individuals are able to dominate tens, thousands even millions of people. And the way our super-powers have developed means that domination can last a long time. It can last for decades, generations even hundreds of years.<br />
<br />
We are all vaguely aware that we each play a part in a system that lets us gain from advantage passed on by our ancestors. This brings most of us great benefits. The price we pay for that a few individuals are able to build up so much of a lead that their offspring can dominate societies for generations, sometimes for hundreds of years.<br />
<br />
For me it carries a huge warning for where we are headed right now. We have added information<br />
<br />
<h3>
Bears versus Super Apes</h3>
<br />
How does a bear compare to a SuperApe? Bears are big strong animals, in a fight they can easily kill a lion or tiger. So if you ever meet one in the wild it’s good to know that—while Darwin says you are only an ape—you’re an ape with super powers.
Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0tag:blogger.com,1999:blog-3882235582554197283.post-513447845862899602012-03-27T05:45:00.000-07:002012-03-27T05:50:38.738-07:00Can the Earth be intelligent?<br />
The claim that <a href="http://www.earths-thought.com/">Earth is a self conscious being</a> is a large one, one which needs to be supported by facts. <br />
<br />
One way of testing the claim is to ask if Earth has any computer like qualities which might be capable of intelligent thought, and if it has is there a way of testing that intelligence. A Turing test for the planet is difficult to conceive. <br />
<br />
Defining intelligence as knowledge applied for a purpose leads to the conclusion that Earth has indeed done just that. and so is an intelligent being.<br />
<br />
<span lang="EN-GB">For the sake of this argument I will refer
to humanity as the mind of Earth. This though is intended only to demonstrate a
point and I make no claim for our sole tenure of that position.</span><br />
<h2>
<span lang="EN-GB">Earth compared to a Computer</span></h2>
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<span lang="EN-GB" style="font-family: "Times New Roman"; font-size: 12pt;">One way
of looking at the question of whether Earth can be described as intelligent is
to ask how it compares to a computer. </span>
<span lang="EN-GB">If Earth is comparable to a stored program
computer then it should have the same minimum components as a computer: The
ability to input data and programs, as well as output its result, short term
storage and processing, long term storage.</span><br />
<br />
<span lang="EN-GB">It is easy enough to argue that humanity,
taken as a whole, does indeed have all these characteristics. We can gather
information and take in instructions; humans can individually store information
and make decisions based on that information for perhaps a hundred years.
Collectively we have devised methods for storing data and passing on
instructions for periods into the thousands of years-though not without signal
decay. We can take action based on our collective knowledge, and pass on our
new understanding to the next generation.
</span><br />
<br />
<span lang="EN-GB">To claim that these are characteristics of
the planet, and not just the species, as a minimum it is necessary to show that
the characteristics are capable of emerging from a process common to many
species. </span><br />
<br />
<span lang="EN-GB">It is generally accepted that the process
of evolution works by passing advantageous traits on from one generation to
another. So the storing and modifying of instruction is certainly an internal
function of life on the planet. Habitat or territory is another thing passed
through generations by many species. It is arguable that for humans the passing
on of territory, as an advantageous trait for the genes, became the passing on
of property for the same reason. Likewise the passing on of hunting skills
became the passing on of codified knowledge from generation to generation.</span>
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<br />
<div class="MsoNormal">
<br /></div>
<span lang="EN-GB" style="font-family: "Times New Roman"; font-size: 12pt;">So the computer like
characteristics present in humanity are not limited to our species but are a
facet of all life on Earth</span>
<br />
<h2>
<span lang="EN-GB">The Turing Test</span></h2>
<span lang="EN-GB">Compared to evolution there is much less
agreement on what is intelligence. So when Alan Turing first asked the question
of whether electronic ‘brain’ machines were intelligent or not he had to cut
through most of the debate on the nature of intelligence to propose a simple <a href="http://plato.stanford.edu/entries/turing-test">practical test</a>.</span><br />
<br />
<span lang="EN-GB">In his original description of the test
Turing proposed that the computer take part in an imitation game:</span><br />
<i><br /></i><br />
<i><span lang="EN-GB">“It is played with three people, a man (A),
a woman (B), and an interrogator (C) who may be of either sex. The interrogator
stays in a room apart from the other two. The object of the game is to
determine which of the other two is the man and which is the woman. We now ask the question, 'What will happen
when a machine takes the part of A in this game?' Will the interrogator decide
wrongly as often when the game is played like this as he does when the game is
played between a man and a woman?” </span></i><br />
<br />
<span lang="EN-GB">Turing’s idea was that a machine should be
called intelligent if it can not be distinguished from a person in a practical
test. In other words it does as well, or as badly, as a human who is credited
with intelligence. </span><br />
<br />
<span lang="EN-GB">One good thing about this approach is that
it avoids precise definitions and measures of intelligence. Certainly at the
time Turing was writing, and still to too large an extent, many definitions of,
and tests for, intelligence can be criticised on the basis that often seem set
up to prove that the person or group who originated the test are more
intelligent than others.</span><br />
<br />
<span lang="EN-GB">It is difficult to conceive of an
equivalent to the Turing test that could be taken by an entire planet,
especially as the testers are part of that planet themselves. So another way must be found.</span><br />
<h2>
<span lang="EN-GB">Intelligence</span></h2>
<span lang="EN-GB">Turing’s introduction to the imitation game
has been widely criticised, even his biographer Andrew Hodges seems to suggest
the introduction is frivolous. To me however the imitation game illustrates
something very important.</span><br />
<br />
<span lang="EN-GB">For any animal meeting another member of
their own species surely an important first question is to ask; ‘Potential mate
or potential rival?’ </span><br />
<br />
<span lang="EN-GB">Framed in this way the question is
irrelevant to a computer. But framing the question in this way shows, I
believe, that in this aspect at least intelligence is not neutral. Ultimately
the intelligence demonstrated in the imitation game is one where knowledge is
applied in the service of biology–even possibly of evolution.</span><br />
<br />
<span lang="EN-GB">This then is what leads me to a definition
of intelligence against which Earth can be tested. This is that intelligence is knowledge applied for a
purpose. </span><br />
<br />
<span lang="EN-GB">This has the immediate advantage to my mind
of answering the question of where intelligence lies in a Turing machine. It
can only lie in the running of a machine for a purpose and not in the tables. The tables represent
knowledge, but not its application.</span><br />
<br />
<span lang="EN-GB">Has Earth applied knowledge for a purpose?
Clearly the answer is yes, for knowledge, and energy, have been gathered and
built on to send life beyond the limits of the planet.</span><br />
<br />
<span lang="EN-GB">By this test Earth is an intelligent being. </span>Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0tag:blogger.com,1999:blog-3882235582554197283.post-75944931947280202532012-03-09T08:30:00.000-08:002012-03-09T08:30:30.129-08:00Earth’s Thought - a few notesEarth is a single living creature, and that creature is self-aware. <br />
<br />
<br />
I know that sounds insane but, sin é, there it is.<br />
<br />
<br />
Did you ever have a moment when you thought about something familiar in a slightly different way? Suddenly a lot of things seem different. For me there was a moment when I was looking at a picture of a Wasp’s nest<br />
<br />
<br />
A wasp’s nest is a complex structure, which wasps build with a paper like material. But when I said to myself ‘this is a wasp made structure’ the statement did not make sense. The way I have grown to see the world a wasp’s nest is natural, art of the natural world. If thinking about the ‘wasp made’ does not help us understand our world what about ‘man made’?<br />
<br />
<br />
Fresh thought gave me fresh eyes. I started to think about how the natural world is shaped by creatures living together-grown like a coral reef. Our countryside, even the wild Burren, is shaped by farming. We are so proud of what we do that see our houses as different, special, not part of nature. Even when some wasp’s choose to build in the same location. <br />
<br />
<br />
Seen with fresh eyes a spacecraft leaving Earth’s atmosphere is a thing of nature-a shell for soft skinned creatures to find more places to feed or live.<br />
<br />
<br />
This brings so many questions. Why are creatures going there, and why so quickly? What does it mean for me, for all of us?<br />
<br />
<br />
When you step out of the day-to-day world for a moment you can see there are answers. <br />
<br />
Think about the idea for man to go to the moon. This idea was shared with the world in the story of the first fiction film in 1902. It became a physical reality less than seventy years later. In the history of the world seventy years is an astonishingly short time. Even if we date the idea to Jules Verne’s earlier book, about a hundred years, or the few thousand years since the ‘Tower of Babel’ was written of, it is an instant compared to the millions of years Earth has been inhabited.<br />
<br />
<br />
And there you have it. Earth a living being thinking and acting. Ideas welling up in living creatures, who are driven to act.<br />
<br />
<br />
That is the story I have to tell. Insane I know so I hope you will forgive me for thinking about it for a year or two <a href="http://www.earths-thought.com/">before passing it on.</a>Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0tag:blogger.com,1999:blog-3882235582554197283.post-75931552120177372542012-02-07T05:57:00.000-08:002013-07-29T07:51:44.774-07:00Thoughts for Safer Internet DayAs parents we sometimes feel that young people know more about the internet than we do. Yet there are real risks in internet use, like exposure to inappropriate content or bullying. We have to trust our real world experience and use it as a guide to internet safety.<br />
<div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB"><b>We have the ability to help and guide our children<o:p></o:p></b></span></div><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB">Obviously, but many of us are afraid of technology, of computers and the web. We don’t really understand it all. We should not let that make us forget all the other things we do know and understand.</span></div><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB">When we are unfamiliar with technology, stumble and make mistakes where they fly through, it is easy to think that they know better than us. Easy, but a major mistake. </span></div><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB">People will tell you that the young are the digital natives we are the digitally naïve. Not true—this is a myth. Young people not us—adults, parents—are naïve in the real world and the web—technology—is part of the real world. Forget about some mysterious place called cyberspace, remember we are all using real technology, doing real tasks, in the real world. </span></div><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB">Young people tend to believe the first thing they find on Goggle. They probably won’t check who is telling them something—they see no difference between ‘<i>Johnny says that….</i></span><span lang="EN-GB">’ and ‘<i>The Government has announced that...</i></span><span lang="EN-GB">’ Maybe they’re not always wrong, but the point is the do not see a difference. Children—young people—are really the ‘digital naïve’. The feel confident and at home with technology yet they too often lack the knowledge and life experience to realistically judge what is being said to them. </span></div><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB">We tell our children the story of Pinocchio so that they understand that there are sly foxes who will try to trick them—like the fox who got Pinocchio to trade his school book for a ticket to Runaway Island, and life as a donkey. We need to find new stories, new ways to arm our kids for this new connected world. We have our knowledge, our experience, and our moral compass to help guide them.</span></div><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB"><b>Is nobody in charge of Internet safety?<o:p></o:p></b></span></div><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB">No. It is important to understand the basic rule of the Internet, anyone can connect anything, and send any type of data, and there is no central control. I’m not talking about a free spirit hippy view of the web. I am actually describing the technical architecture that is used by all devices across the world to connect together. Anything, anywhere, no control, are the rules that the Internet connection of a laptop, a mobile phone, or a games console are built to comply with. </span></div><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB">The hardware, the phones, computers, game consoles we use every day are part of a physical network that connects everybody everywhere. The network can carry anything. There is no central control.</span></div><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB">Once we accept that <i>if it’s digital it’s connected </i></span><span lang="EN-GB">we can help our children stay safe.</span></div><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB"><b>What are the risks, and what can we do?<o:p></o:p></b></span></div><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB">Here is my summary of a few of the main risks, and some brief pointers to how they should be approached:<o:p></o:p></span></div><div class="MsoNormal"><br />
</div><ul style="margin-top: 0cm;" type="disc"><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="EN-GB">The Internet makes it easy to meet strangers using instant messaging, Skype, or chat rooms. Chat is part of many online games; even for children under ten. <br />
<br />
<i>We need to remember two things. First is that actually most times it is god to be able to communicate, that’s why the internet is such a part of our lives. <br />
<br />
Second we need to remind our children that the Internet is a very big place. Just because a few people in one group think something is normal behaviour does not make it so. <o:p></o:p></i></span></li>
</ul><div class="MsoNormal"><br />
</div><ul style="margin-top: 0cm;" type="disc"><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="EN-GB">A teenager using a laptop in their bedroom feels safe, and anonymous. The dis-inhibiting effect of technology makes it easy for them to do and say things they never would in person.. Spreading embarrassing pictures or information, bullying or even suggesting they self harm, can make your child’s life miserable. <br />
<i><br />
In guiding our children we need to remind then that technology does not change the rules of right and wrong. The rule should be do not do this unless you would feel comfortable if everybody knew.</i></span><span lang="EN-GB"><br style="mso-special-character: line-break;" /> <br style="mso-special-character: line-break;" /> </span></li>
<li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="EN-GB">It’s easy to send a text or an email, share a picture with friends, but once you do the genie is out of the bottle; it’s uncontrollable. Yet even teenagers who share other people’s private pictures think it won’t happen to them. <br />
<br />
<i>Parents need to guide children as they a create permanent public records that might be seen by future employers, or even their future spouse or in-laws!</i></span></li>
</ul><div class="MsoNormal"><br />
</div><ul style="margin-top: 0cm;" type="disc"><li class="MsoNormal" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span lang="EN-GB">Sex sells, and the web contributes to the premature sexualisation of children, but the problem is not simply exposure to porn. Self made porn and sexting, sharing naked pictures on mobile phones, are things many teens are already aware of.<br />
<i><br />
Remember that many of the large business that our families deal with on a daily basis are also part of the sex industry, for example both Sky and UPC sell adult content.<br />
<br />
As parents we need to understand where the pressure to participate is coming from, to help our children resist being pressured in the wrong direction.</i></span><span lang="EN-GB"><o:p></o:p></span></li>
</ul><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span lang="EN-GB">These are just a few pointers. If you have any questions please <a href="mailto:seamus@mcgrenery.com">e-mail</a> me.<o:p></o:p></span></div>Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0tag:blogger.com,1999:blog-3882235582554197283.post-58778835677212771072011-12-13T07:56:00.000-08:002013-07-29T07:51:44.770-07:00Reality - How screens seem to change it for usEvolution has not prepared us for using technology to communicate. So it is no surprise that we say and do things using technology that we would never do face to face. How bad could that be? A lot worse than you might think, maybe even bad enough to make us hurt or kill.<br />
<br />
I’m not talking about computer games where we spend endless hours slaughtering people shaped pixels. What I am really talking about is the way interacting with the world through technology helps or allows us to do things we would otherwise never do. Like ‘kill’<br />
<br />
Taking another life is against most peoples core values. Even soldiers faced with the prospect of going into battle for the first time are as worried about killing as being killed. As one World War 2 soldier put it: “Here I am brought up a good Christian, obey this and do that. The ten commandments say ‘Thou shalt not kill’…”<br />
<br />
Killing is an extreme and rare event, not something that is easy to study. But there was one experiment that looked at how far people would go to obey orders.<br />
<h2>The Milgram paradox, or why machines may make us killers</h2>Psychologist Stanley Milgram conducted a series of experiments, which involved people, who thought they were working as ‘teacher’s’ using a machine which they believed was administering electric shocks to a ‘learner’ in another room–to improve the learners memory. As the experiment progressed the ‘teacher’ is instructed to increase the level of the shocks, up to fatal levels, by an ‘authority figure’. You can get a flavour of the experiment in this, at times uncomfortable to watch, YouTube video of a BBC re-creation of the experiment.<br />
<br />
<div class="float right" style="text-align: center;"><iframe allowfullscreen='allowfullscreen' webkitallowfullscreen='webkitallowfullscreen' mozallowfullscreen='mozallowfullscreen' width='320' height='266' src='https://www.youtube.com/embed/BcvSNg0HZwk?feature=player_embedded' frameborder='0'></iframe></div><br />
The paradox is in the results.<br />
<br />
With the authority figure in the room, and the ‘learner’ in a different room about two thirds of Europeans and Americans will continue pressing switches on the machine up to what they believe is a fatal level. They will act even though they feel uncomfortable, and that what they are doing is against their values.<br />
<br />
The aim of the Milgram experiment was to determine peoples level of obedience to authority. So where is the paradox?<br />
<br />
Compare the two thirds of Milgram subjects willing to administer fatal electric shocks with the experience of soldiers in combat for the first time.<br />
<br />
Here is a summary of Colonel Jim Channon’s account of leading fresh troops in Vietnam. Advancing, past the bodies of other American soldiers who had been killed days before, his troops came under fire. After about twenty seconds he thought ‘Why is nobody shooting?’ Channon ordered his men to fire, they all missed. If Milgram is only telling us something about obedience to authority then two out of three of the soldiers should have been shooting to kill.<br />
<br />
Yet Channon’s experience mirrored research from World War 2 which suggests that four out of five troops in combat avoid shooting to kill. Soldiers are subject to strict conditioning to prepare them to obey orders in combat situations. They are acting under the direct command of a significant authority figure, the are in among friends, fellow soldiers, whom they expect to follow orders, yet the majority obey their instinct not to kill.<br />
<br />
That is the paradox. Using Milgram’s machine two out of three men seem prepared to kill. Yet using gun’s in combat only one in five men is prepared to kill. <br />
<br />
Either a majority of people are obedient to authority to the point of taking another life or something else is going on. Where we get two different sets of results we have to look at the situations. In both cases people were responding to a direct instruction from an authority figure. In the Milgram experiment the subjects were not looking at the person they might kill, while Channon’s soldiers had to look directly at their enemy, in order to aim.<br />
<h2>Competing Realities</h2>While there are other interpretations about the level of obedience to authority involved in the Milgram experiment I wonder to what extent the results are influenced by the competing ‘realities’ involved. In other words if, in part, the outcome could be weighted by the ‘authority figure’ in the room being more real for the ‘teacher’ than the learner who is only contacted using technology. <br />
<br />
I am not suggesting that the ‘teacher’ is not influenced by what they perceive of the ‘learner’ as a person. Simply that we are not equipped, as humans, to make judgments based on remote contact with another person. So because the ‘authority figure’ in the room is part of the same environment and providing much more sensory input–seen and heard directly with the eyes and ears–the ‘teacher’ takes more account of them.<br />
<br />
One way to test if this intuition is true or not is to look at how results of variations of the Milgram experiment change if the proximity between the ‘authority figure’ or ‘learner’ and teacher is changed. Indeed these show that lower proximity to the ‘authority figure’ reduce compliance, as does closer proximity to the ‘learner’. That could be seen as indicating that the technology, the ‘apparatus’ itself was a significant factor in the reasons ‘teachers’ were more likely to 'kill'.<br />
<h2>Us and them </h2>Many of us have had the experience of looking back an e-mail we have sent and been a little shocked at how we expressed ourselves. Or maybe you have received a text or e-mail that caused an argument with a friend.<br />
<br />
We know that what, and how, we communicate using technology is different from how we communicate face to face. Why do we say things differently–and say different things–using e-mail and text messages than in a conversation. One of the big differences is in how we make judgements about other people.<br />
<br />
There is a wealth of research to explain the de-personalisation and dis-inhibiting effects of using technology to communicate. Using a phone or computer we miss all of the subtle interaction with the people we are communicating with. Because we are missing all the little clues that help us understand people we fall back on using stereotypes, simple pictures of our world and the people in it.<br />
<br />
We can experience other peoples thoughts, expressed online, almost as if we are talking to ourselves. If we reply in as if we are talking to ourselves we may be much more open than in normal conversation. On the one hand this may lead to a strong sense of bonding, if the conversation is positive. On the other hand if we don't like what we hear, and the communication method lacks the instant feedback and correction we use to smooth day to day conflicts, it can feel like emotional hit and run.<br />
<br />
In an online group situation just a little positive feedback helps us feel the other people in the group are like us. And, without all those subtle clues to personality, we are more likely to go along with the groups opinions.<br />
<br />
Using technology we often, for the flimsiest reasons, assume that either the person we are ‘talking’ to has the same values as we do, is one of us: Or we picture them as an outsider, the other, one of them. We are more willing to go along with the people who we think of as ‘us’ and more willing to go against ‘them’.<br />
<h2>Behaving in a changed world </h2>The import point to understand is that we think and act differently when faced with a screen rather than a person.<br />
<br />
This should not be a surprise. We have only had a generation or two to get used to remote communication.. We may try to develop etiquette for it, but we have not had time to understand how the technology makes us think differently about the people we are communicating with.<br />
<br />
Looking at the Milgram experiment with fresh eyes gives just a glimpse of how great those changes might be. Our tools change how we see and shape the World.<br />
<br />
I would hesitate to go so far as to say that our screens–our phones, our gadgets–might make us more likely to hurt or even kill someone. But then again research shows one in five young people have received messages threatening violence, one in twenty has gotten a message encouraging them to harm themselves.<br />
<br />
<a href="http://seamus.mcgrenery.com/2011/11/reality-and-how-to-miss-it.html">Hiding behind a camera could just get you killed</a>, but the screen could just make you a killer.<br />
<h2>References</h2>Milgram, Stanley ‘Obedience to Authority; An Experimental View’ HarperCollins, 1974<br />
<br />
Ambrose, Stephen E. ‘The Victors’ Simon & Schuster, 2004<br />
<br />
Ronson, Jim ‘The Men Who Stare at Goats’ 2004 Picador.<br />
<br />
<a href="http://psychcentral.com/encyclopedia/2009/online-disinhibition-effect/">Online Disinhibition Effect</a><br />
John M. Grohol, <br />
<br />
<a href="http://www.palgrave-journals.com/ejis/journal/v20/n2/full/ejis201070a.html">A new perspective on de-individuation via computer-mediated communicatio</a>n<br />
Russell Haines and Joan Ellen Cheney Mann<br />
<br />
<a href="http://users.rider.edu/~suler/psycyber/disinhibit.html">CyberPsychology & Behavior. June 2004, 7(3): 321-326. </a><br />
John Suler.<br />
<br />
Associated Press-MTV Digital Abuse Survey August 2011<br />
Knowledge Networks <br />
<br />
Teen Online & Wireless Safety Survey, May 2009<br />
Cox CommunicationsSeamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com3tag:blogger.com,1999:blog-3882235582554197283.post-51395378332756858782011-11-10T04:11:00.000-08:002013-07-29T07:51:52.938-07:00Reality - and how to miss it<div style="border: medium none;">Sometimes not even a stick of dynamite will make you see the reality hidden beyond our cameras and screens. </div><div style="border: medium none;"><br />
</div><h2 style="border: medium none;">Fooled by our Senses</h2><div style="border: medium none;">There are a couple of ways in which our senses fool us all the time when we are using technology, cameras and screens.</div><br />
<h3 style="border: medium none;"><span style="font-size: small;">Seeing the picture, and missing what’s in front of us</span></h3><div style="border: medium none;">I once had the task of photographing a Caribbean Carnival. My pictures showed it was a fun day out. So I decided that next year I would be back without a camera. Why? Because I have learned that a camera often blocks you from experiencing the reality of what you are photographing. </div><div style="border: medium none;"><br />
</div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjiL8yo7kbZ0Ioc97nwNW8gikAmpT8KJRV1Q1Y8eaoOUaIFiTQcaFYvbi0AdhjrJILcxJcq-GXVoe23YUYQEJADq6Ow5p453luqhJxJgQBStsA2yp5T875KHjG8YGiVbrTWvn3sK-teVQ/s1600/car_bomb_blacklion.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img alt="September 11th 1974 - Bombing of Blacklion, Cavan, Ireland" border="0" height="269" kca="true" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjiL8yo7kbZ0Ioc97nwNW8gikAmpT8KJRV1Q1Y8eaoOUaIFiTQcaFYvbi0AdhjrJILcxJcq-GXVoe23YUYQEJADq6Ow5p453luqhJxJgQBStsA2yp5T875KHjG8YGiVbrTWvn3sK-teVQ/s320/car_bomb_blacklion.jpg" width="400" /></a></div><div style="border: medium none;">Let me explain: When I was a student, interested in cameras but with no idea which way my career should go, I got a golden opportunity to take some news photos. I was in Blacklion in1974, when a car bomb was driven there in one of the little reported UVF (pro British) terrorist attacks on Ireland. Here are a few of the pictures I took the following morning: </div><br />
A bomb disposal officer had set off a controlled explosion which blew up the car without detonating the bomb. To get the first shot I ran in ahead of the fire brigade. <br />
<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhhnX1VSYULZ9DF30Wpl7bdx_fj83OZNAdjjJhewgN6H3kTbYFUXA7VGZ_A36CDufxPFwmln-SWhr7XsmJYffrbfErGu_bSMeKaDHqcESFEV5zGYT4LaxPV_A69_HrSr2yLv7-_CQ8pYQ/s1600/eod_with_ampho_explosive.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img al="Bomb disposal officer with homemade explosives" border="0" height="400" kca="true" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhhnX1VSYULZ9DF30Wpl7bdx_fj83OZNAdjjJhewgN6H3kTbYFUXA7VGZ_A36CDufxPFwmln-SWhr7XsmJYffrbfErGu_bSMeKaDHqcESFEV5zGYT4LaxPV_A69_HrSr2yLv7-_CQ8pYQ/s320/eod_with_ampho_explosive.jpg" width="269" /></a></div><div style="border: medium none;"><br />
</div>While the car was still burning, the <abbr title="Explosive Ordnance Disposal">EOD</abbr> officer came in to recover four pounds high explosives and a ten gallon drum filled with homemade <abbr title="ammonium nitrate/fuel oil">AMPHO explosives</abbr>, which had been thrown onto the street by the blast.<br />
<br />
And yes that is a gas station, next to the burning car, where the explosives landed.<br />
<br />
Capt. Boyle was both skillful and brave; he knew that there were enough explosives there to destroy the whole village; he was there to make it safe for the clean up to begin. <br />
<br />
When I was taking these pictures I was neither brave nor clever. Because I was looking through a camera, framing pictures, I was blind to the danger to myself and others. At least as soon as I saw the pictures I had the sense to realise that news photography was not the career for me.<br />
<div style="border: medium none;"><br />
</div>Also at the time I was taking the pictures it did not register with me that people I knew, had grown up beside, had come close to being killed, had been evacuated from their homes and now had to put right the damage.<br />
<br />
<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgY8o1ruByzMZ17SmEDTvepYHflj2L-mSMzffd1aEjWvNdowOedp7K3vCFT3ypGOD-z5nv_2HdbzTyUdZLOVnCwr7h7ibYjcgqugylLn4L6v-CgTOXuSyXgyruJCaq-fSY4XgqLEzlCcA/s1600/bomb_aftermath.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img alt="View from McNean house after bomb explosion, 1974" border="0" height="257" kca="true" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgY8o1ruByzMZ17SmEDTvepYHflj2L-mSMzffd1aEjWvNdowOedp7K3vCFT3ypGOD-z5nv_2HdbzTyUdZLOVnCwr7h7ibYjcgqugylLn4L6v-CgTOXuSyXgyruJCaq-fSY4XgqLEzlCcA/s320/bomb_aftermath.jpg" width="400" /></a></div><div style="border: medium none;">Among the people who had to try to put their businesses back together on this occasion were the parents of celebrity chef Nevin Maguire. Three months before he was born they had this scene outside their front door. MacNean House, and all the other businesses in the Black’, had to live with troops and sandbags to protect them for the next twenty years before a return to some normality.</div><h3 style="border: medium none;"><span style="font-size: small;">Seeing the screen but not getting the picture</span></h3><div style="border: medium none;">The other way that we are often fooled by our senses is that when we see images, like these of destruction, they are framed by our TV’s, our computers, our rooms our homes. The reality we are seeing is not part of our reality—we don’t put on a coat when we see pictures of snow.</div><div style="border: medium none;"><br />
</div><div style="border: medium none;">Some of us can be fooled by cameras some of the time. But we’re all fooled by the screens we see the pictures on. But that is another story.</div><h2 style="border: medium none;"><span style="font-size: small;">Footnotes</span></h2><div style="border: medium none;">A report of the 11th September 1974 bombing of Blacklion is contained in the <b>Barron Report</b> see Interim Report on the <a href="http://193.178.1.235/documents/committees29thdail/committeereport2006/Report_Kays_Tavern.pdf">Report of the Independent Commission of Inquiry into the Bombing of Kay’s Tavern</a> (p167).</div><br />
<div style="border: medium none;">The concept that failure to have situational awareness, as a photographer, can cause problems is widely recognised. Only looking through the camera and not around you can lead to falls, walking in front of moving vehicles, or other dangers.</div><div style="border: medium none;"><br />
</div><div style="border: medium none;">We never get a clear, true, and full picture of reality. We humans are constantly getting through—making sense using whatever scraps of information we have. </div><br />
<div style="border: medium none;">Often we get things wrong. The marvel is how far we’ve come, and that we keep going.</div>Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0Blacklion, Co. Cavan, Ireland54.2913649563744 -7.876799347607402554.289697956374404 -7.8871973476074029 54.2930319563744 -7.8664013476074022tag:blogger.com,1999:blog-3882235582554197283.post-66962644862167265202011-07-04T06:41:00.000-07:002013-07-29T07:51:52.941-07:00Keep talking…<h1 align="center" style="margin: auto 0cm; text-align: center;"><span style="font-size: large;">Reed's 2nd Law: on communications <br />
(An Elaboration)</span></h1><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE">Reed’s 3<sup>rd</sup> Law on Group Forming Networks is widely known. His 2<sup>nd</sup> Law was invented to explain a paradox he observed: most communications channels spend most of their 'bits' conveying 'information' already known to the receiver. In information theory these ‘bits’ are redundant. Human factors explain why we need them.</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><b style="mso-bidi-font-weight: normal;"><span lang="EN-IE">This is <a href="http://www.reed.com/">David Reed</a>’s 2nd Law:</span></b><span lang="EN-IE"> Communications media exist to confirm the prejudices of their audience.</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><b style="mso-bidi-font-weight: normal;"><span lang="EN-IE" style="mso-bidi-font-style: italic;">And this is my elaboration of the law: </span></b><span lang="EN-IE">The more open the communications loop the higher the level of information restatement as senders: compete for <b style="mso-bidi-font-weight: normal;">Focus</b>, need to demonstrate <b style="mso-bidi-font-weight: normal;">Agreement</b> on meaning, and must establish <b style="mso-bidi-font-weight: normal;">Trust</b>, with the receiver.</span></div><h2 style="margin: 12pt 0cm 3pt;"><em><span lang="EN-IE" style="font-family: Arial; font-style: normal;">Comments</span></em></h2><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE">David Reed wrote: <i style="mso-bidi-font-style: normal;">“This law was invented to explain a paradox that troubled me for a long time: why do most communications channels spend most of their 'bits' conveying 'information' already known to the receiver.</i></span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><i style="mso-bidi-font-style: normal;"><span lang="EN-IE">In information theory, a bit of information is defined to be the distinction between two equally likely possible states, where the actual state is unknown to the receiver, but known to the sender. Sending a bit of information from the sender to the receiver allows the receiver to reach the same state of knowledge as the sender. If the information is actually known to the receiver already, it is, of course, unnecessary to transmit anything to ensure that the receiver knows what the sender knows.</span></i></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><i style="mso-bidi-font-style: normal;"><span lang="EN-IE">The paradox appears when we look at any of the dominant communications media, such as television broadcast news. Stories are repeated over and over again, commentators make the same, entirely predictable comments, etc. When you think about it, it's quite easy for any member of an audience to simulate or satirize the content on almost any communications medium. If so, why do we need to waste the expensive bandwidth to deliver to the audience what it already knows is coming?</span></i></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><i style="mso-bidi-font-style: normal;"><span lang="EN-IE">Thus we must look beyond information theory to explain why we need all those television bits, or radio bits, or newspaper bits, etc.</span></i><span lang="EN-IE">”</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE">Looking beyond information theory—something I often do—I see there are a few significant factors which come into play when communicating with people. These can be summarised as <i style="mso-bidi-font-style: normal;">focus, agreement and trust</i>, and the more remote the communication the more important these factors are. <i style="mso-bidi-font-style: normal;"></i></span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE">Broadcasting messages to a human audience, is perhaps the most open form of communications loop.<span style="mso-spacerun: yes;"> </span><i style="mso-bidi-font-style: normal;">Focus, agreement and trust</i> are, I believe, are the key factors which promote re-statement in human communications. </span><span style="mso-ansi-language: EN-US;"></span></div><h2 style="margin: 12pt 0cm 3pt;"><em><span lang="EN-IE" style="font-family: Arial; font-style: normal;">Focus</span></em></h2><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE">Firstly humans are limited communication devices; we can only accept and process a limited number of bits at any one time. Even when we appear to be attending to a message our focus may be elsewhere. Perhaps the most common experience of this is when we see a</span><span style="mso-ansi-language: EN-US;"> favorite</span><span lang="EN-IE"> movie or painting again and notice something we had missed previously. Psychologist George A. Miller demonstrated that, in tests, humans can attend to roughly <a href="http://www.musanim.com/miller1956/">seven distinct simple stimuli</a>. Most communications are complex and could easily overload us as receiver if we did not filter out irrelevant information. More recently neuroscience suggests that in order for our brains to work <a href="http://www.stanford.edu/group/memorylab/Publications/papers/Kuhl_NN07.pdf">quickly and efficiently we also need to forget</a> what our brains judge irrelevant. </span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE">Thus many, perhaps the majority, of information ‘bits’ received by humans will be discarded. So for a ‘bit’ to get through it may need to be resent many times.</span><span style="mso-ansi-language: EN-US;"></span></div><h2 style="margin: 12pt 0cm 3pt;"><em><span lang="EN-IE" style="font-family: Arial; font-style: normal;">Agreement</span></em></h2><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE">Secondly humans communicate using tokens which encode the meaning of events and data. Sender and receiver will often not have an agreed shared meaning for a new bit of data. If agreement on meaning could be taken as a given then all phone calls to help desks would be answered simply and easily! In reality human communication is plagued by differences in meaning. We see these communications differences clearly when we look at learning styles. There are many different theories about learning styles. All suggest that to get a group of people to learn a piece of information it may need to be repeated in different ways to get a closer match with each learners preferred style of receiving communications. <span lang="EN-IE">Some people need the detailed spelled out, some need to see the big picture first.</span></span><br />
<div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE">Repeating known information in slightly different ways can be used to build up shared agreement. </span></div><h2 style="margin: 12pt 0cm 3pt;"><em><span lang="EN-IE" style="font-family: Arial; font-style: normal;">Trust</span></em></h2><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE">Thirdly, in information theory all bits have equal value, because information theory does not look at quality of information. In human communications quality can be vital. (For example: <i style="mso-bidi-font-style: normal;">Can I trust this person to tell me the safest way across the desert?)<span style="mso-spacerun: yes;"> </span></i>The issue of trust is most acute where the data has programmatic effect, in other words accepting the data as valid will cause us to think differently. (For example: <i style="mso-bidi-font-style: normal;">They are telling me that white birds landing on that tree mean that it is going to rain</i>. <i style="mso-bidi-font-style: normal;">Should I act accordingly in future?</i>). </span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><span lang="EN-IE"></span><span lang="EN-IE"></span><br />
<div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE">So how do we know who we can trust? Usually by association—<i style="mso-bidi-font-style: normal;">can we rely on what they have told us before, are the contradicting themselves, does someone we respect agree with them.</i></span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE">Information about the identity of the sender, consistency of message and authoritative support can help ensure that new ‘bits’ of information are accepted as trustworthy.</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><h2 style="margin: 12pt 0cm 3pt;"><span lang="EN-IE"><em><span style="font-family: Arial;">Conclusion</span></em></span></h2><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span style="mso-ansi-language: EN-US;">The old saying that ‘half the money spend on advertising is wasted, you just don’t know which half’ may in fact be missing the point. It can be essential to ‘waste’ resources on communicating with people in order to get your message through.</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span style="mso-ansi-language: EN-US;">If you need to get your message through then:</span></div><ul style="margin-top: 0cm;" type="disc"><li class="MsoNormal" style="margin: 0cm 0cm 0pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span style="mso-ansi-language: EN-US;">Keep getting the message out there, so that you catch the audience’s attention.</span></li>
<li class="MsoNormal" style="margin: 0cm 0cm 0pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span style="mso-ansi-language: EN-US;">Use different ways of getting the message across. Not everyone will respond to tightly worded text. Some people need to see the picture to understand.</span></li>
<li class="MsoNormal" style="margin: 0cm 0cm 0pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span style="mso-ansi-language: EN-US;">Be consistent and reliable if you want people to trust your message. Even better show that the message is supported by someone the audience already sees as an authority.</span></li>
</ul><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span style="mso-ansi-language: EN-US;"> If you want to be heard, keep talking..</span></div></div>Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0tag:blogger.com,1999:blog-3882235582554197283.post-78173756959423336602010-12-20T07:09:00.000-08:002013-07-29T07:51:18.586-07:00What I want for Christmas<div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">Not a hint for my nearest and dearest — rather some ideas on how I’d like next generation technology to be more human friendly.<span style="mso-spacerun: yes;"> </span>I’d like automatic backup and secure plus easy networking for all our computers, phones TVs. <span style="mso-spacerun: yes;"> </span>I want a magic server! This is what it has to do:</span><br />
<a name='more'></a></div><h2 style="margin: 12pt 0cm;"><span style="font-family: Verdana; font-size: x-large; mso-ansi-language: EN-US;"><em>Backup without pain</em></span></h2><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">Like everyone who uses information technology I have, from time to time, been plagued by data loss. Computers come to the end of their working life, hard drives fail, documents get overwritten and I sometimes forget to put important data in a location that will be backed up.</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">I want data to be backed up in structured locations which help impose the discipline for long term data integrity.<span style="mso-spacerun: yes;"> </span>If I go to save a spreadsheet with financial information the magic server will limit my choice of saving locations to, maybe ‘work’, ‘personal finance’ and ‘other’. If the data is for a charity event I might create a new subfolder under ‘other’. </span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">Ideally I want my magic server to be able to back up all the mobile phones and other devices that we use, without either extra network charges or me plugging in cables and hunting through unfamiliar file structures. </span></div><h3 style="margin: 12pt 0cm 3pt;"><span lang="EN-IE" style="font-family: Verdana;">Version control</span></h3><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">One of the great benefits of working in a software development environment is that when a file is saved a copy will always be kept. It does not matter if you later edit, or completely overwrite the file you can go back through the version history. It’s like having an eternal undo button!</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">I want my magic server to use version control for everything it stores, so it can save me from myself. When I overwrite my master address book with the blank one from the new phone, ignoring all the warnings on the way, I want to be able to get it back. Version control does that for you. </span></div><h3 style="margin: 12pt 0cm 3pt;"><span lang="EN-IE" style="font-family: Verdana;">Unbreakable storage</span></h3><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">One day I hope to get a real home computer — by that I mean one that will survive a couple of house fires and a flood, and still have the same data as readily available in seventy years time as when it was first stored. It has to compete with the metal tin that my parents kept all their important papers and photos in, which managed all that and more.</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">So seriously robust storage hardware will be required, some of it might need to be in a secure off site location. </span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">Storage alone will not do the job. Long term data accessibility is a major issue. David Reed, best known for his group forming theory, outlines the problem in his <a href="http://www.reed.com/dpr/"><span style="color: purple;">first law</span></a>. Keeping a, working, physical version of every data system is a tall order even for a museum. One useful halfway house will be if the magic server includes an, easy to use, version of <a href="http://www.vmware.com/"><span style="color: purple;">VM Ware</span></a> software for making and running a virtual copy of any PC that you have at the moment, even the broken ones. So your storage includes both a record of the machine, including all the data stored, and all the programs you used to access the data. <span style="mso-spacerun: yes;"> </span></span></div><h2 style="margin: 12pt 0cm;"><span lang="EN-IE" style="font-family: Verdana; font-size: x-large;"><em>Seamlessly Exchange Data </em></span></h2><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">In my Christmas morning fantasy I get out my mobile phone and, with a flick of the finger, move a photo from the phone display to the television screen. If I do nothing else, after a few seconds, the TV then starts a slideshow of all the photos in the same folder on the phone. When and where the pictures were taken will form part of the show. Next Christmases update will use face recognition, so the text labels will include names of people in the pictures. It will be able to use available data from other sources, with the same level of data security to make a richer presentation. It will be my own private Facebook on steroids, which will link that fuzzy picture from the restaurant to the great online review I wrote, but will tactfully omit my great credit card bill.</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">To do this the magic server needs to be able to dynamically link all display devices in the room, or house. Then a push from one device screen would trigger a message to change display source on the screen being pushed to. </span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">Next I want the magic server to negotiate agreement on data exchange. If I want to see an Excel file, from my PC, on my TV I want the system to agree on the format for file exchange, and handle conversion in the background. It should be able to move address books from one device to another, doing all of the field mapping so that when I want to send a text message my mobile phones first choice is a mobile number, not a landline or email address. This data exchange needs to be two way. I want to be able to pull an address from the TV screen into my address book, and then into the cars satnav.</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">To do this it will use a rich index of all the data stored locally, with device capability read from the device. The magic server could be acting as a local web server, and each device as a browser.</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">To do this it will have to be sophisticated in the way it handles networking.</span></div><h2 style="margin: 12pt 0cm 3pt;"><span lang="EN-IE" style="font-family: Verdana; font-size: x-large;"><em>Simplify local networking</em></span></h2><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">In my ideal next generation home network I want the magic server to manage all network traffic. That is, I want it to be able to find and communicate with any device that comes into the house using structured rules to establish a series of virtual private networks.</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">If I bring in a new device into the house, one that uses a WiFi IP connection for example, then the magic server needs to be able to find a common band, and then get the new devices address into a shared range, if that is what is required to establish a communications link. </span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">Most importantly I want it to use identity based trust in managing what data can be exchanged. Obviously I don’t want to let just any device that comes into my house deposit software on anything else. I don’t even want to allow stray devices that come into range to be able to exchange data with our equipment. Family members should have their devices connected and backed up automatically. But I don’t want any kids connections to be as open as an adults – they are far more likely to pick up malware from friends or the web – and I don’t want them passing on private information. The rules that say what can connect, and to where, should also say what will be backed up.</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">When I go to a hotel, for example, I want my phone to pass my name and address to the reception desk computer as I arrive at check in. <span style="mso-spacerun: yes;"> </span>But I want to be sure that it will not pass over any other information, such as my income bracket, that the hotel might be interested in.</span><span style="font-family: Verdana; mso-ansi-language: EN-US;"></span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">Therefore, in order to establish a connection, devices would need to have independently verifiable identity certificates which can be used to negotiate a trust relationship.<span style="mso-spacerun: yes;"> </span>Local devices would have private local certificates. Roaming devices would need public certificates. Each device could have several different types of certificates.</span><span style="font-family: Verdana; mso-ansi-language: EN-US;"></span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">So each device should have a hierarchy of trust for connection and data handling. Any network traffic that really needs my attention should be directed to me. What I want is, doing the same job as a firewall with all alerts turned on, making complex networking easy to understand and control for the non-technical.</span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE" style="font-family: Verdana;">What I want is for my technology to be more human focused in its workings. <i style="mso-bidi-font-style: normal;">I know it’s a busy time of year for Santa, but I hope he gets the message.</i></span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div>Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com1tag:blogger.com,1999:blog-3882235582554197283.post-41617358181979626592010-12-07T03:02:00.000-08:002013-07-29T07:52:06.713-07:00Feedback – rapidly building noise can lead to madness of the crowds<span style="font-family: Verdana, sans-serif;">Electronic communications media can suffer from something akin to the noise you get when the microphone is too close to the speaker. Some messages are picked up, amplified, and repeated—only to be picked up and amplified over again. With noise it’s annoying, but with ideas it can be dangerous.</span><br />
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<span style="font-family: Verdana, sans-serif;"><strong>Feedback can be dangerous</strong></span><br />
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<span style="font-family: Verdana, sans-serif;">Our electronic media are designed to take a message and make it easy to transmit to a large number of people. This, of itself, can be a good thing—like the microphone, amp and speaker that let us hear the best mans speech at a wedding. The difference comes when things go wrong. If the best man stands too close to the speaker one note gets picked up and repeated until it builds to an unpleasant noise. If a message that prompts people to act in a particular way goes wrong we can get economic or social chaos. </span><br />
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<span style="font-family: Verdana, sans-serif;">Electronic share trading systems contributed to investor panic to create the global stock market crash known as <a href="http://www.cio.com/article/147406/Remembering_Black_Monday_When_Computers_Traded_Too_Many_Stocks_and_Wall_Street_Crashed">Black Monday</a> in 1987. By that time many stock-broking firms were using then ‘state of the art’ trading programs which would automatically buy or sell stocks based on price thresholds. When markets stared to fall some computer started to reach their ‘sell’ thresholds and dumped stock. This caused prices to fall triggering more selling, by both humans and machines. The feedback cycle did not break until after a number of trading halts for individual stocks on the New York Stock Exchange (NYSE) and both the Chicago Board Options Exchange (CBOE) and Chicago Mercantile Exchange (CME) stopped trading. </span><br />
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<span style="font-family: Verdana, sans-serif;">While there are systems in place to try to prevent this happening again the ‘<a href="http://blogs.wsj.com/marketbeat/2010/05/11/nasdaq-heres-our-timeline-of-the-flash-crash/">Flash Crash</a>’ (May 2010) shows that there is an ever present danger of feedback in trading systems. Again it appears that a break in trading stopped the feedback effect.</span><br />
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<span style="font-family: Verdana, sans-serif;">But the economic dangers of ideas feedback go way beyond trading systems. All asset price bubbles are symptoms of idea feedback—where too many people share the same information we get the madness of the crowds. </span><br />
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<span style="font-family: Verdana, sans-serif;">In Ireland we are suffering the effects of a property price crash after an exceptional price bubble. The bubble in prices in Ireland was in part driven by information from here and across the globe showing that property prices were rising. Once this ‘good news’ story took hold it created its own feedback loop: Banks were keen to lend money on property because asset values was rising. Sellers were keen to sell because they were making more money. Buyers were keen to buy because they were afraid to be left off the ladder. News media were keen to promote the story because they were making more advertising revenue. Everyone in the property business was keen to keep telling the same story because they were making more money. Even the Government wanted this to go on because it was taking in more taxes, and the economy was booming. </span><br />
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<span style="font-family: Verdana, sans-serif;">All of those messages were being amplified by electronic media. Anyone interested in buying or selling property was bombarded by advertising messages by all of those in the property business: Banks lending money, sellers, developers, property supplements in the newspapers, specialist websites, even government ministers saying this is a good thing.</span><br />
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<span style="font-family: Verdana, sans-serif;"><strong>You can’t hear the noise</strong></span><br />
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<span style="font-family: Verdana, sans-serif;">This type of feedback is more difficult to react to because, unlike a howling loudspeaker, it can be difficult to detect. We can’t tell the difference between the real story and the feedback. And in this case, as in many price bubbles, the feedback actually changed the story. People did not just believe that it was wise to buy property at higher prices, they went out and bid against each other to drive the prices up. The alternative view was out there but was drowned out by the noise. In most cases friends and family would tell you what they had read, heard and seen was that prices were going to continue to go up.</span><br />
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<span style="font-family: Verdana, sans-serif;">This is where the real danger in electronic media feedback comes in. The more we communicate the more we risk the madness of the crowds. James Surowiecki, author of <a href="http://www.randomhouse.com/features/wisdomofcrowds/">The Wisdom of Crowds</a>, suggests that for group intelligence to work the group needs to be diverse, preferably using some different ideas and information to come to a conclusion. The more we share information the more likely we are to create the conditions where we, as groups, act irrationally. </span><br />
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<span style="font-family: Verdana, sans-serif;"><em>I think one safe bet is that we will see more, and more frequent, boom and bust cycles before we get to grips with the feedback phenomenon.</em> </span><br />
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<span style="font-family: Verdana, sans-serif;">It’s not just financial ideas that get picked up and amplified, cultural ones do too. For example the idea that children can be damaged by compliments, but should be praised for effort, as described in NurtureShock by Po Bronson & Ashley Merryman has taken hold widely. So we now have children’s TV programmes, like Special Agent Oso, where the audience are shown a medal and told that this is a reward for all their hard work—presumably shouting at the TV when prompted.</span><br />
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<span style="font-family: Verdana, sans-serif;">We are taking decisions in a world of electronic media using minds which evolved in an unplugged world. Before the spread of mass communications we made decisions based on tried and tested ideas passed from generation to generation; on our weighing of the advice from a few trusted sources; and what we see around us. Now we have gone electronic, and we have access to information from a myriad of electronically amplified sources across the world. Figuring out how to balance those sources is hard enough. The trouble is that any amplified system is prone to feedback. So a lot of what we are hearing is the same message repeated over getting more amplified all the time.</span><br />
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<span style="font-family: Verdana, sans-serif;">It is said that Joseph Kennedy decided to get his money out of stocks and shares prior to the 1929 crash when <a href="http://www.barrypopik.com/index.php/new_york_city/entry/when_even_shoeshine_boys_are_giving_you_stock_tips_its_time_to_sell_joseph/">even shoeshine boys were giving stock tips</a>. Recognising that feedback happens, and being on the look out for its signs is one way we can protect ourselves from feedback cycles. </span><br />
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<span style="font-family: Verdana, sans-serif;">Even more import we need to remember that, if we are the ones holding the microphone, don’t point it at the loudspeaker.</span>Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com2tag:blogger.com,1999:blog-3882235582554197283.post-35746637620396169262010-12-02T02:05:00.000-08:002010-12-02T10:26:57.340-08:00Introduction<div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE"><span style="font-family: Verdana, sans-serif;"><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN" style="color: black; mso-ansi-language: EN;">There are many barriers that influence how we should, or can, communicate using technology. Whether they are physical screens</span><span lang="EN-IE">, the technology</span><span lang="EN" style="color: black; mso-ansi-language: EN;">, or the perceptual or cultural screens we need to get our message past in order to communicate effectively.</span><span lang="EN"> </span><span lang="EN-IE">These writings hope to address some of the important issues involved.</span></div><a name='more'></a><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"></div></span></span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><b style="mso-bidi-font-weight: normal;"><span lang="EN-IE"><span style="font-family: Verdana, sans-serif;">What </span></span></b></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE"><span style="font-family: Verdana, sans-serif;">One thing that has always fascinated me is the way humans perceive the world. When I began to study in art school my eyes were literally opened, like many before me, by an exercise in seeing what was there in front of them. We constantly filter out things that are judged unimportant. That is just one of the things we need to be aware of when we try to get our message across.</span></span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE"><span style="font-family: Verdana, sans-serif;">Since then I have spent almost all of my working life trying to get messages across, whether as a lecturer, or media producer, or while working in web technology. I hope that some of the insights from that may be of value. </span></span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE"><span style="font-family: Verdana, sans-serif;">Post cover a wide range of things, from the vagaries of human vision to the ways in which how we think, and how we communicate, are affected by things like attention span, daydreaming cycles, or cognitive load.</span></span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE"><span style="font-family: Verdana, sans-serif;">As both producer and user I’m intrigued by how we are adapting to technology for communication and story telling. Since the invention of photography the ways we can interact have changed fundamentally – bringing profound social and political change. With the advent of digital technology the pace of change has quickened, and we are living through the changes to our lives happening in its wake.</span></span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><b style="mso-bidi-font-weight: normal;"><span lang="EN-IE"><span style="font-family: Verdana, sans-serif;">Why</span></span></b></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE"><span style="font-family: Verdana, sans-serif;">I believe that we are our stories, that in so much as a computer can be an analogy for a human mind our stories—our culture—are the programs we run by. We should all take an active interest in both how and what we communicate. </span></span></div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><br />
</div><div class="MsoNormal" style="margin: 0cm 0cm 0pt;"><span lang="EN-IE"><span style="font-family: Verdana, sans-serif;">One of the great lessons in learning to paint is that the materials and brushes you choose, and the types of marks you make, can say a lot about the subject of the picture. <i style="mso-bidi-font-style: normal;">The medium may not be the message, but it profoundly shapes it</i>.</span></span></div>Seamus McGreneryhttp://www.blogger.com/profile/05928767607996348769noreply@blogger.com0