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  • Irene Pepperberg
    Irene studies cognitive process, teaching and learning in birds. She is problably the most recognized researcher on avian cognition in the world. Alex and Wart, not to forget Griffin, her African Gray collaborators are saying and doing things we used to believe that only small children, great apes, and Dolphins could do. Brilliant work deserves better funding. Our own amazing African Grays are not as well taught as those in Irene's lab, but they are proof that the avian abilities she describes are not an odd mutation, fluke or an unusual 'talent'.
  • Nova Spivack
    Nova is a cognitive scientist and high-tech entrepreneur working on technolgies for overcoming information overload. He has founded companies and is now developing interactive internet software that we all need. His thinking covers a great range. He is my Son.
  • Marin Spivack
    Composer, saxophonist, Teacher of Tai Chi in Salem, Massachusetts; Chen style Instruction in authentic Taiji martial arts, Qi cultivation, Tai Chi DVD videos. Chen Zhaokui Martial Arts Research Association, North America

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November 2007

November 24, 2007

Is Intelligence A Property of All Life?

Is intelligence is a basic feature of life? What do we mean when we speak or write about intelligence? There are at least a few working definitions, one is humans know it when they encounter it, as in the Turing test. Another is that human intelligence marks the top of a scale of animal intelligence. Casual language about intelligence usually confuses it with smartness, and is a competitive notion.

I wonder if intelligence is not a more profound aspect of all life, present in every living organism and at every scale. We may find a more useful idea of intelligence if we give intelligence some wiggle-room. I also wonder if intelligence is a fundamental property of life. Could any organism function without some level of intelligent or orderly information transfer and exchange within it's boundaries? Isn't information transfer and exchange a basic operation within intelligence? Perhaps an organelle or a virus does not aspire to the label highly intelligent, but it gets it's own job done.

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November 23, 2007

Artificial Intelligence Requires Emotional Mediation

Artificial intelligence will never be intelligent in the human sense until we find a way of organizing machine process, storage and retrieval that is mediated by an emotion-emulating algorithm.

Information moving about within our brains, even what we believe to be pure logical thought and fact is attached to emotional preferences and dislikes (intellectual passions if you like), and these emotional tags or neurological links assist us in making efficient and meaningful use of the primary sensory chaos present in the unprocessed perceived environment. Emotion plus other data equals meaning, and meaning is everything in both thought and emotion, and in action or communication.

Comprehending what meaning means aught to be our main target as we pursue the grail of artificial intelligence. We can eventually understand and build an operational concept of meaning, but it will be difficult (or maybe impossible) if we only stick to the computer science worldview. The difficulty will be somewhat eased if computer scientists go to lunch with psychotherapists who teach and use psychodynamic theory.

In a simple mind experiment, think of an idea or a theory, perhaps some fact or strong belief you have been working with. Are you fond of it? Do you defend this belief or theory when colleagues challenge it’s validity in meetings? Your defense is not purely logical. It is also strongly emotional.

We are motivated by emotion first, logic second. We store away and remember our observations and scientific ideas with ‘tags’ that connect emotion to logical thought.

If computation is ever to be deeply companionable with humans, we must build computers that process data the way humans feel and think, this is not improbable. Because they exist together within the brain, emotions, logically, must be merely another quality or kind of information in the brain in the same way as are logical propositions.

Emotion is not a halo of irrational spiritual vapor hovering outside our brains. It is more likely central to the brain’s own deep logic. Perhaps emotion is a faster pathway to learning and remembering in animals, including humans, and will eventually provide the same functions within computer systems and their application programs.

Perhaps, if we keep our minds open this avenue of investigation may also lead to a better understanding of the mysterious process of human thought and emotion.

Time Is Our Event Horizon

We stand at the edge of time, onlookers and participants in a swirling cosmos that we have neither understood or imagined. It is our illusion that we look ahead at tomorrow or next year. This moment is our event horizon. We cannot see beyond it. We cannot anticipate if our passage in this solar system will either continue or end. We do not know if what we view is a beginning or an ending. Because all moments mark the end of now, all moments are finite singular end points. Restricted to such a foreshortened view, what business do we have causing destruction? All we can achieve in this mode is to restrict and narrow the course of the future, essentially contributing only to entropy, not to life.

Cryptospontaneous Generation

I don’t believe in evil or in daemons, yet as we have been reminded, the accidental accumulation of little daemons lies in the details. As errors combine and their details accumulate, there is increased potential that at some critical moment the heap will slide and all the little errors, once un-noticed, will identify themselves by cascading, contributing to some sort of entangled disaster. Most errors are born the way my grandmother believed house-flies were born—by cryptospontaneous generation. She was wrong about house-flies and cockroaches but would have been somewhat right about data-bugs and data-corruption involving media age and cosmic rays. These accidents during birth and senescence cause little evil data-daemons. Heisenberg and the cosmos are about as spontaneous as we can get in a deterministic universe. Mix lots of details, accidents, and bugs over time and what do you get? Flies.

The Mind Behind The Wheel

Psychodynamics Of High-Risk Drivers

Road rage is a misleading term for pathological violence while driving. Rage is rage, anywhere. violence while driving. We enjoy our new crush-cage cars with air-bags. But they cannot protect us from ourselves. And each of us, sometimes, is a danger to ourselves and to others, especially while we are driving. Some of the danger is preventable by high-level driver training, but that training is not offered in ordinary driving schools, nor is it affordable in the defensive driving schools that do address it.

All drivers are a bit preoccupied some of the time. It is rare to see a driver totally focused who is commuting in traffic. Professional drivers like ambulance, police and fire-truck drivers responding to a call, and race-car drivers, and some accident-wise and wary motor-cycle riders tend to keep their attention more focused on the act of driving.

The rest of us, who are not professional drivers, relax, listen to music or talk shows, talk on cell-phones (rarely using speaker-phones), talk to passengers, consult the tiny print on the GPS or map. Some eat, brush hair, put on makeup, shave, and even read the newspaper. We discipline the kids in the back seat, argue with our spouse in the passenger seat, or search on the floor of the car for dropped cigarettes. Often without realizing it, we daydream.

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November 19, 2007

Information Sausages

Imagine that the worldwide network is in fact only a information sausage exchange and sausage packing plant . If we poke a peephole in the roof and look down at the operations below, we see crowds of people, millions really, trying to stuff their own information into some sausage and send it off, or pick-up a delivery of sausage with their name on it. Each person arrives with some idea or question to stuff into the sausage-making machines below. We see that the production line winds around like an airport check-in area—unrelated people are located in front of and behind each other, each in their turn stuffing their information into funnels, filling each of the sausage-skins in sequence with discontinuous, unrelated packages of information.

The information-sausages move along the line, each filled with it’s bits, and are cut off from the endless supply at the end of the line where a packing station counts lengths of just-so-many-sausages to be randomly tossed into boxes and shipped out the back door. From our perch on the roof we see outside the building that the boxes are carried away and distributed through the distribution network.

At millions of endpoints and nodes in this network, like the one you are on right now, humans get to sample the sausage and digest it’s contents. But the overall impression we get from looking down through our peephole is that of too many people trying to jam too much stuff into too many small packages and tossing them unsorted, into an endless queue of trucks. We are looking at a traffic jam stretching from input to destination of ideas, words, bits, identities, locations, and workers, each speaking different languages, without understanding of meaning. It is Babel, even for those who speak the same language. The hum is deafening, the noise out-shouts the signal. This signal to noise imbalance is most difficult when nasty selfish folks attempt to fill millions of sausage links with viruses causing endless trouble. While the sum of all this effort is greater than the sausages themselves, it is not as great as it should be. We have a thoughtless network because information does not conform to semantic structures. We need a thoughtful one structured in the terms of human language. We need Twine (developed by Radar Networks Inc.) to tie our packages together in personalized 'giftwrap'.

Two Kinds Of Meaning

There are at least two essential kinds of meaning: first, the real dynamics of the physical universe—the facts and laws we work to discover and use. These meanings have real consequence in our everyday world. Those consequences are the essence of meaning. The second kind of meaning consists of the meaning we merely believe. These belief-based meanings are flawed, imperfect and constantly evolving. Hopefully, over time, and with the benefit of good science and philosophy our ideas and beliefs will better resemble the dynamics of the real universe. Until then we are all at risk of confusing facts with beliefs.

After The Fast Last Mile are The Slow Last Inches

After the ‘last mile’ is completed, when the last high bandwidth cable has been connected, and computers are predictably faster than they are, information will still have to travel the last few inches from the screen and be formed into meaning and memory within the mind. These inches are your own nerve fiber, not copper or optical fiber, and they place the ultimate limits upon our efforts to push or pull information from providers to consumers. Outwitting our own brains will be the next big thing. In order to make these last inches more receptive to what the information network provides to their computer screens, the network must pre-digest the information it serves to users. The most powerful digestive juices we can employ come by way of Twine via Radar Networks Inc.. Twine, like the human brain, does a lot of it's work associatively. It is the first really syncretic system to be developed for computation. Using Twine, my computer finds something for me, something important that I did not know and was not seeking. It is a bit of a shock. This is new territory. My computer suddenly seems smart.

While Moore’s Law optimizes the possibilities for many aspects of computation, the pace of nerve fiber information transmission will ever remain constant. Eventually, (a long time from now) a computer may demonstrate the processing and intelligence equivalent of brain-power. But we will still always have to read, organize and consider the sentences as we read them.

Then follows the complex brain-work of deriving and ascribing context and meaning to what we have read. This will always happen at the nice human speed of brain and nerve. There is human pleasure in this process and pace, like taking a walk, or a swim, we live within and enjoy our human scale speed limits. Someday Moore’s Law will become unimportant to most hands-on uses of computers because our brains will be so much slower (and more expensive).

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November 14, 2007

Who Is Reading This Out There?

Who is out there reading this work? I would like to know what interests you about the pieces you read on this weblog. What are you working on? Why have you searched out this Blog? Have you quoted these papers? if so why and where? Could you take a moment and leave a comment on the comments sections? Would you be so kind as to e-mail me some answers and perhaps share your own work with me? Writing a Blog is a bit like shouting into a canyon during a blizzard. Please send me an echo.

November 05, 2007

INSTITUTIONAL ENVIRONMENTS

Fear, isolation, and a sense of numbing helplessness characterize the nursing home, the mental hospital and other institutional experiences for the majority of inmates. To enter a hospital, especially a mental hospital or a nursing home, either as a visitor or a patient, is to encounter an environment that has no equal in barrenness anywhere in our culture except for the prisoner's cell.

These environments may be described as dis-integrated or degraded because they lack wholeness; they are incomplete. Because the ordinary everyday settings for behavior are missing, they cannot adequately support the great range of human activities and behaviors that are associated with everyday life and particularly with the recovery process. Most institutions force inmates to ‘kill time’ without purpose. More typically and destructively, institutional environments may further impair the patients' faith in their own competence to take care of themselves and live normal independent lives. Prolonged institutionalization or hospitalization, especially in a mental hospital, nursing home, or prison may seriously impair the inmate’s mental health, as individual’s responsibilities and social behaviors fall away.

Psychiatry and psychology in particular, and medicine in general, all lack a clear vision or theory of mental health and ‘wellness’, as distinct from illness, that could inform and enrich the lives of patients in their care. Since the earliest records of institutional mental health treatment there have been relatively few reform revolutions during which the quality of the patients' experience, their environment, and their care were given enriching humane attention.

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