Showing posts with label networks. Show all posts
Showing posts with label networks. Show all posts

Sunday, March 29, 2009

How Close Are We To Cyberspace?

There are only a few links left between us and full immersive sensual cyberspace.

William Gibson coined the term Cyberspace as a near-future digital world we would mentally navigate.

Clearly, the mouse and keyboard are about to be assimilated by touch screens. Sky diving costs and increasing value dictate it.

Monitors, the last membrane between us and cyberspace dissolve as we navigate digital experience in the same way we do physical experience.
Thought recognition, (computing that translates thoughts into a real or virtual world action) is here and advancing fashionably below the radar.

The distinction between the virtual and the physical is only a matter of resolution. As we merge our minds directly with Cyberspace, a global mind will emerge from the network. (The power of a network increases exponentially according to the number of communication nodes). Coming soon: an emergent, distributed, networked, increasingly intelligent, global nervous system.

Ever-fresh Google searches on thought controlled technology here:

Google Search

Wednesday, September 10, 2008

What to Expect From Google in The Next 10 Years?

This article from eWeek raised the question in the title. At this writing, Google has passed her 10th birthday. From Google Web to Maps to a newly invented browser about to rule the Web, to a Google phone, to a completely new computer operating system ... Everything she produces seems like a paradigm shift. So, what will she make happen during her next 10 years? I think it's quite possible the shift will be from information to Intelligence.

Intelligence and communication networks can't exist without each other. And in some cases (as in the Web), they symbiotically reinforce each other in a self accelerating feedback loop.

The Internet is a scaffold for Intelligent systems which compounds the power of Intelligence within the network. This combined networked Intelligence repays the favor by further diversifying, increasing the efficiency of, and enhancing the network.

I think that's why we started calling the Web "Web 2.0". It started behaving meaningfully smarter.

Lastly, as increasingly intelligent systems exchange the sum of their Intelligences at near the speed of light, a new global Intelligence will emerge with the power to focus on a single global project as one mind and switch to trillions of projects individually. Again in a self reinforcing loop.

The next really big Google sized opportunity will be the shift from organizing the world's information to organizing the world's Intelligence. If not Google then who? I mean ... besides the Intelligence itself :)

Sunday, August 19, 2007

The Automation of Intelligence

Automated intelligence (also known as "computational intelligence"), doesn't need to be conscious in order to realize the promise, peril and potential of Artificial Intelligence. Meanwhile, computers run human cognitive skills such as decision making, analysis, testing, learning, creativity, invention, design, self-improvement... at hyper speed... and accelerating.

Early computers leaped from the assembly lines of the industrial revolution. These accelerated typewriters, doped with shreds of human cognition; memory, logic and calculating power, plowed the paper blizzard triggered by the men and machines of the factories. And as the next page of history turned, it dissolved into electronic pulses.

Today, the heart of our world beats with increasingly powerful cognition engines. Hyper speed simulated human mental functions run non-stop throughout our global computer systems, many way beyond human capabilities. And ALL of them promise the sort of returns that attract big investment.

It's Not About Consciousness

I'm not referring to some sort of conscious system that would spend 99% of it's time making itself brighter than it's builders while delightfully distracting us with the remainder. But all the promise, peril and potential of artificial intelligence will be realized through automated intelligence. In fact, while these emerging systems process human mental functions billions of times faster than a human, most fruitful thought about its implications has been bottlenecked by the A.I. consciousness debate. So whether artificial cognition systems can or cannot become conscious, they are getting exponentially better at behaving intelligently.

Things like automated decision making, analysis, testing, learning, creativity, invention, design and self-improvement, simulations, even perception such as vision hearing smell touch taste.

Emerging Cognitive Systems

Many singular functions are networked into systems from artificial sensory systems to new armed military robots.

What's Next?

As cheaper, more powerful coordinated automated intelligence continues to accelerate, learn, network and influence our global systems, what will be the impact? What will be the hallmarks of automated cognition systems at work inside businesses, nations, the markets and our personal lives?

Stay with me to explore the implications and impact of these hyper speed self-improving cognitive systems networking with each other and the world at large. I've got some ideas and I invite yours.

Wednesday, October 05, 2005

Why You Should Know About The Digital Revolution

The computer revolution, the information revolution. You hear talk within the media about some revolution that is supposed to change everything.

Yes, there is a revolution so profound in it's implication, so sweeping in it's scope, and eventually so pervasive in it's effects, that it will change everything, but it is neither of these.

The two big revolutions we have seen so far are the Agricultural revolution which began about 3000 years ago, and the Industrial revolution which began about 300 years ago. I am convinced that we are simply in the heyday of the Industrial revolution, the final strokes of a mighty brush, which because of the Industrial revolution's drive to automate, simply paints faster and faster.

The acceleration of change we are witnessing is the logical outcome of the drive to automate causing history to unfold faster and faster.

Computers are simply machines which automate the processing of information. Because the most important underpinnings of our present world rely so heavily on information, (Economy, Government, Commerce, Business, Education Military, Media etc.), and because computers do that so quickly, all of these systems are speeding up, with change being the only constant. Therefore, these things do not represent something new, so much as the same unfolding process accelerating.

But the true revolution, the one that will change everything, the one with all of the wild cards, is just beginning. It is the digital revolution. At it's very core it IS new. It's about translating atoms into bits of data. Let's talk about that, and why you should know about it.

Shakespeare once spoke of a "tide in the affairs of men" and how valuable it is to recognize it early.

When you consider all of the things that you do which are repetitive, someone, somewhere is working on automating that process.

However, the digital revolution (the translation of real world experiences into bits or data) represents a still deeper shift in the "tide". That is because everything that can be digitized is being digitized. And everything can potentially be digitized. Sounds, images, movement, thought processes, information, knowledge, intelligence... In other words, everything that can be translated to data will eventually be data. Boring you say?

Well consider that the meaning of data has barely begun to dawn on us. Everything we sense is converted to data by our brain. It's called "sensory data". What we now call virtual reality is a vague shadow of what is to come. By then, our world will have completely shifted from the focus on atoms to bits of data.

Once things become digitized, their cost goes into free fall while rapidly accelerating in power and reach. Digital Cell phones loaded with digital cameras communicating across digital networks are leaching the mass from media spawning a new viable grass roots media. Notice how quickly digital devices; computers, phones and iPods spread and evolve. Or how the digitization of entertainment through MP3s or video on DVD have so quickly outstripped the recording and movie industries ability to stop it.

Meanwhile, look around at what physical things become vaporized due to the thrust of digitization: Paper, tape cassettes, photo development processes may quickly spring to mind.

Some cars have no physical link between the accelerator pedal and the engine. When you depress the accelerator, you are actually sending a digital signal to a computer. The pedal might as well be a mouse.

What about farm equipment and the land upon which it tills? Bio-engineering has already produced oranges that grow in vats. An entire "orange grove" sits inside a room, without trees, branches, leaves or dirt. What the digital revolution will do with Real Estate, it can do with practically anything else.

Look at all of the tasks that are repetitive where you work. These are the most fruitful to begin considering in a new light. The sheer amount of opportunities can be blinding at first glance, so start with customer service tasks. Specifically communication needs. Are there repetitive information requests that would better serve these people if they were automated? What about information that WOULD be very valuable, but because of distribution or production costs (printing etc.) it has never been fully implemented?

Now ask yourself how technology could make obsolete some of your equipment, products and or services. If it is conceivable to you, it is achievable. Pay attention to news releases about these areas. The best way I know of doing that right now is by using RSS. Have a robot scan hundreds of your favorite Websites and automatically deliver new information rather than surf for it.

(This is an excellent example of innovative people re-engineering the Web using these principles.)

So, if I have offered you any perspective at all, it is the direction in which to begin casting your flashlight.

For the best description of this emerging digital world, read "Being Digital" by Nicholas Negroponte. Lucid, easy to read and understand, it is at the top of my recommended list.

Warm regards,

Ted

Monday, June 20, 2005

Computers Will Become Vastly Simpler To Use

Marshall Brain is an ongoing source of great, well articulated ideas.

I really like his "as simple as possible but no simpler" writing style. His way of removing the complexity and jargon while retaining the essence is why I always look forward to articles like this in which he points to a near future scenario in which our increasingly powerful computers become vastly simpler to use.

It's also great to see some fresh light on this subject.

I recall Eric Schmidt talked about the hollowing out of the computer in a similar manner quite a while back. Bob Metcalfe expanded on the concept in his article "The Coming Software Shift".

As our applications inevitably migrate from our computers to the network, the network literally becomes the computer.

This new supercomputer gets faster as bandwidth increases. A completely optical network means bandwidth would approach the speed of light. My computer could use your hardware as seamlessly as mine.

Meanwhile Ray Kurzweils predictions of $1000 of hardware with the processing power of a human brain arising within our lifetimes is also quite conceivable.

These factors, combined with Metcalfe's Law (The power of the network increases exponentially by the number of computers connected to it) all point to an emergent, distributed, networked, increasingly "intelligent" global nervous system.

And we've got front row seats :)

Stay well,

Ted

Friday, June 17, 2005

When Politics Is Driven From The Bottom Up

As information technology evolves, new ways of spreading information spontaneously emerge.

Inevitably, "mass media" becomes decentralized meaning our news about things we are interested in increasingly comes from the people we are connected to. Centralized media, in order to survive, will need to serve that end.

Email, web, texting, messaging, phone, fax, autoresponders, phone cams ... Evolving according to their utility (how useful they are) and how they reduce transaction costs (how much simpler, cheaper, more effective they are), existing technologies become the technology base from which new technologies emerge, in an ever widening spiral of growth.

Overheard On A Streetcorner: "Something Me" by Cameron Marlow

"While walking home from work the other day I passed a group of guys emerging from a pizza joint. After a few handshakes and goodbyes they parted ways and made arrangements for their next meeting. And then one of them yelled across the street, "something me on Thursday." His friend looked a little confused, but I knew exactly what he was talking about. He added, "IM, call, email... I don't care."

So as new adopted communications technologies become as saturated as Email, we can expect grass roots political force to grow.

What interests me is the potential untapped power of the connected masses. The computational power of all connected home desktops in North America is far greater than the most powerful supercomputer. Even Google, which has an estimated computational capacity surpassing the most powerful supercomputer and approaching that of the human brain.

Estimates are that
the Human brain computes somewhere between 100 TERAflops and 1000 Teraflops
,
and Google performs somwhere between 100 and 300 teraflops.

P.S. Since doing that bit of research, every time Google checks my spelling and responds with "did you mean..." the hair stands on the back of my neck :)

Another example:
I don't know how current the Seti@home FAQ is, but they claim 15 TeraFLOPs at a cost of $500K and they are comparing it with IBM's ASCI White, rated at 12 TeraFLOPS with a cost of $110 million.

This potential computational power foreshadows the coming networked intelligence of the masses.

The economics of distributed communications technologies increase exponentially as more nodes are added to the network. As smart mobs become smart masses, political weight tilts faster and faster towards an irrevocable tipping point at which politics will be driven from the bottom up.

I see the day when the politics of local communities reflect the conscience of local mothers, the needs of children and all the things a community really wants in order to thrive and grow functionally.

Wednesday, June 15, 2005

Our Emerging Global Nervous System

We're accelerating towards a global computing grid which will tap unimaginable power from hundreds of thousands of computers, as powerful as a brain. The collective intelligence which emerges will rival our present fantasies of Artificial Intelligence

As we modelled the eye to build cameras, the brain to build computers, the ear to build speakers, we're modeling our autonomic nervous system to build the next evolutionary step in computing. Networks that independently and reflexively self -regulate, configure, repair, optimize, and protect in the same sense as an immune system or an automatic pilot.

This would allow the network to automatically manage server load balancing, process allocation, monitor the power supply, automatic update software and fend off threats without having to consult the administrator.

For example, if an application starts performing badly, it automatically receives increased resources. If software or hardware fails, it doesn't even ripple the end users coffee. An autonomous computing system would roll out new patches, monitor and adjust the resources singular end users need, set up servers... all the mundane stuff.

The complexity of integrating and managing the latest hardware and software into existing systems is destroying the advantages of economies of scale. Autonomic computing is one way of insulating the IT administrator from the mundane complexities and freeing them to do other more interesting things like understanding the needs of the business more, or modelling and automating existing business processes.

On a larger scale, it spells an evolutionary move towards a decentralized global self-configuring, self-healing, self-optimizing, and self-protecting nervous system. Since Autonomic Computing can look for patterns in data and extrapolate to predict future events, deployed on a global scale, the spin-offs will be very interesting.

Friday, April 08, 2005

Software for Brains: Metcalfe's Law is Alive and Well

Minor update: April 12/05

The famous "Metcalfe's Law" states the value of any communications network doubles with every new node that is added. So, why doesn't the Internet suddenly double in value every time a new server goes online?

A recent post on Slashdot March of '05 raised the question with the usual geek-speak and this heading:

"Cnet News reports on a powerful refutation of Metcalfe's Law (that the value of a network goes up with n^2 in the number of members). The academic PDF is available at Southwest Missouri State University. Basically, the thesis is that not all the links in a network are equally valuable, so Metcalfe's argument that everyone can connect to everyone (n(n-1)/2 links, roughly n^2) is irrelevant. The authors propose nlog(n) instead, a much smaller increase."

The mistake is to assume that the usage we presently draw from networks is a complete measure of it's value.

The Untapped Power of Networks


The hallmark feature of a network is that a new "whole" is created along with the emergence of the network. It is, at the same time, both a honey producing hive, New York or Einstein's brain and a group of bees, people and neurons. Today's computer networks are still quite dumb waiting for software brains.

SETI@home is an example of how software can extract latent network power. Simply using the idle time from a network of hundreds of thousands of volunteer computers, well over a million years of otherwise wasted computation time has been harnessed from this virtual supercomputer. It earned the Guinness World Record for the largest computation ever done on earth.

Grid computing is a related and emerging form of distributed high performance networking which shares unused clock cycles, memory, hard drive space and bandwidth.

Ever reallocating unused network resources as they become available and better used elsewhere it is essentially supercomputing on demand. Well designed software would allow a grid to be self-healing, automatically directing the combined computational powers to deal with network attacks.

Imagine a Seti-like application stitching together the computational force of all connected home desktops in North America. Like a global magnifying glass, it could focus awesome computational intelligence onto a single problem. A fraction of a second would provide more digital power than all of todays computers seperately muster in a year. It would be vastly superior than any singular supercomputer, and owned by everyone.

Emergent Intelligence from Networks


Networks have the potential for emergent behavior, including intelligence. Consider a network of dumb ants which give rise to the spectacular collective intelligence which choreographs the design, engineering and production of colonies. Some types of ants actually farm. Computer networks are capable of vastly more powerful emergent intelligence.

We're presently accelerating towards a global computing grid which will extract unimaginable power from hundreds of thousands of separate computers each with the processing capabilities of our brain. The collective intelligence which emerges will possibly rival our fantasies of artificial intelligence.

Metcalfe's Law is quite alive. We're just getting started.

Wednesday, March 09, 2005

A Primer on Technological Evolution

Minor Update: Thursday April 7 2005


Technology is self-accelerating. In an ever quickening loop, technology inherently accelerates in speed, magnitude and global impact while dropping in cost. That's because technology is driven by innovation, and the whole point of innovation is to find better ways to do things. If it isn't faster, more powerful, useful to more people, cheaper etc., it isn't any better. And so the speed, power and social impact of technological evolution, feeding on itself, ever accelerate.

Introduction

The world seemed as still as stone for thousands of years, and technology advanced as slow as amber. It wasn't until our grandparents incredulously shook their heads at the moon landing, microwave ovens that heated only the food and not the container, nuclear bombs and computers. Theirs was the first generation to feel technology speeding up. A mere half generation later, immortality, crude replicators, new forms of Intelligence, and the very reigns of evolution are suddenly within our grasp.

By 1970, Alvin Toffler (author of "Future Shock" "The Third Wave" and "Power Shift") pinpointed that technology naturally becomes increasingly powerful and able to affect greater numbers of people in deeper ways.

And finally, he illustrated how three basic forces, the speed, magnitude and global impact of technological change were accelerating so fast, inflexible world systems would crack. Centralized control of power, military, political, economic, social, utilities, education, you name it ... would distribute away from the hands in which it once congealed and toward the masses.

Many of these ideas sparked by Toffler stirred me. In 1998, I began pecking articles to cast my reflections upon this body of thought. Email and magazine readership grew into the thousands as I wrote about "The Dark Side of the Information Age", "When Intelligence is Everywhere", "What Happens when an Entire World Accelerates", "The Coming Torrent of Ingenuity" and more. But as the first Internet bubble burst, sponsorship blew away in the hot dry exhaust, and I returned to a life of calloused hands.

I mentally analyzed emerging global and technological events while lifting baskets of crackling chicken from the fryers. I liked physical work that made me sweat. 30 pounds dropped off like candle wax in the kitchen heat.

Evenings found me studying and stabbing thoughts onto a keyboard. Ray Kurzweils insights into a technological singularity, drawn from Tofflers and Verner Vinges work shone like a search light. Toffler, Vinge and Kurzweil all pointed to the bizarre but conceivable near future scenario of runaway technological evolution.

How Technology Accelerates over Time

Take a 100,000 year walk back into the dim recesses of human history with me.

Notice how the engines of technology began silently, slowly chugging as ancient hands transformed logs into levers, wheels and axles. Watch these three simple innovations morph into a wheelbarrow.

Fast forward as these simple tools multiplied across the centuries into ever more powerful machines. Wheelbarrows transforming into wagons going 2 miles per hour, chariots at 20 mph, cars at 100 mph, trains at 300 mph, planes at 2000 mph, rockets at 4000 mph, spacecraft at 18000 mph... Innovations beget ever more and powerful innovations because each advancement illuminates a new set of still greater possibilities.

Why Technology Speeds Itself Up

Key inventions ever increase in frequency over time.

The wheel 5000 years ago, Paper 2000 years ago, Printing Press 700 years ago, Telescope 500 years ago, Microscope, 425 years ago, Steam Engine 300 years ago, Camera 275 years ago, Electricity 250 years ago, Light bulb and Telephone 225 years ago, Car, Radio, and Air Travel 100 years ago, Television and Penicillin 75 years ago, Computers and Nuclear Weapons 50 years ago, Internet 30 years ago, Personal computers 20 years ago, World Wide Web 15 years ago, Cloning 10 years ago...

Innovation means making something better by creating higher value. And time is of the highest value. We want faster solutions, service, and satisfaction. Technological speed-up is inextricably woven into progress.

Why Technology Power Grows in Magnitude

Innovations compound into increasingly powerful innovations as the knowledge and abilities gained from each new advance fuel the next.

Centuries ago the pool of innovations we sipped from was small. Today we draw from an ever deepening ocean of innovations, discoveries and inventions. The latest automobiles draw from inventions, knowledge and processes as far back as fire and the wheel, to the internal combustion engine developed 300 years ago, to mass production assembly lines 100 years ago, to computer chips, software and metallurgy advances developed over the past year.

Space travel, Genetic engineering, Nanotechnology and the rise of Artificial Intelligence are recent examples of the accelerating magnitude of technological innovation.

Why Technology Expands in Global Impact

Technology ever widens it's reach and impact because it increasingly connects more and more people. That means the next key innovation has a greater social impact than the last, economically, geographically, emotionally ... Globalism, feminism, CNN, computers and the Internet illustrate the scope of change.

These three forces of technological evolution; the acceleration in speed, magnitude and scope, continually compound the impact technology has upon us.

Did we Come to Laugh or Cry?

We are entering an extremely unstable part of history.

When events speed up, that means more events happen during shorter windows of time. The three accelerating forces of technological evolution mean virtually simultaneous events of great magnitude and scope will increasingly happen at or near the same time. The likelihood of perfect storms grows as the waves of multiple, global, colossal events combine.

The September day that became known as "The day the world changed" deeply shook the entire world within seconds. Markets and masses shrunk back in horror. Governments toppled. Droves cocooned at home. The shock waves are still large enough to topple governments. Other events of this or greater magnitude and scope occurring within the shock waves of each other set the stage for rapid breakdown of social support systems.

Even multiple concurrent positive changes of great magnitude and scope could tear the glue holding existing systems apart so forcefully that order could catastrophically collapse.

But the question nearly everybody eventually asks goes something like this...

How Long Can Technology Continue to Accelerate?

It takes time to design, manufacture and distribute things. So how, for example, would it be possible for computers to double in power in say, a month or less?

The short answer: As automated design converges with desktop manufacturing, the loop speeds up dramatically. But artificial intelligence is really the missing link.

Vinge drew our attention to runaway non-biological intelligence self-advancing and compounding so rapidly it quickly becomes smarter that it's best engineers. Intelligence, accelerating in speed, magnitude and scope within months, then weeks, then days spreading through our global networks.

The world has yet to absorb the implications of emergent artificial intelligence, but it makes it possible to conceive of technology literally continuing this juggernaut pace forever. Transforming life, merging with humans, heading out into space...

The rise of viable self replicating artificial intelligence strikes madness into the minds of many futurists. But it needn't. Great disruption lies ahead and no attempt to fuzz the picture will change that. But technology DOES always seek a better way to answer our collective desires.

There is a clear underlying bias in the direction technology takes. There is a built in order, right there from the beginning which bodes well for our species. That's because ...

Technological Evolution Follows Maslows Hierarchy of Needs

Not just the thrust of technology is driven by innovation. The direction it follows is too. And the direction can be decoded with a few simple rules. They are found in Maslows Hierarchy of Needs

The ever gnawing hunger to survive, thrive and self actualize. To live in security, without fear, to realize our potential as beings. To belong. To have exciting sex and adventures. If new innovations don't address these drives hidden within all of us, they aren't progress. And when we reach these touchstones of development it feels good.

The collective intelligent engineering that emerges from societies of bees, ants and termites is the result of members simply following their hierarchy of needs.

In a similar manner, simply by answering the call of our common innate drives, we have been building a mighty hive connected across millennia. The groundwork to realize every prophecy of heaven on Earth is in place. It seems we are in for some very good times ahead.

Could be, anyway.