The 'Technological Singularity' and the Rise of the Machine

Few people fail to recognize the incredible progress of technology over the past few decades, in particular computing, but comparatively few reflect on the broader impacts of this trend. Vernon Vinge and Ray Kurzweil have predicted that technological advancement will be happening so fast we will struggle to comprehend it - the technological singularity. But how likely is it, and is it desirable?

What is the technological singularity?

"Where the ENIAC is equipped with 18,000 vacuum tubes and weighs 30 tons, computers in the future may have only 1,000 vacuum tubes and weigh only 1 1/2 tons."

- Anon, 'Popular Mechanics', March, 1949

Most people are familiar with Moore's law, that computer chip performance will double every 18 to 24 months, in some form or another, but few reflect on the implications of this. If we assume that current trends continue, we can extrapolate a few rough predictions:

2020 - A personal computer with the processing power of the human brain will be in existence

2045 - A personal computer with the processing power of every human brain on the planet will be in existence

The inventor and futurist Ray Kurzweil has postulated that at some point in the future, a technological 'singularity' will occur, similar to the singularity at the centre of a black hole predicted by physics. This is the point at which technological progress, if plotted on a graph, essentially becomes a vertical line. But how would this suddenly occur?

Kurzweil predicts that once a computer is created with the processing power of the human brain (the hardware of the brain), it is possible to program the computer to think like we do by replicating the neuronal network in our own brains into the circuitry of the computer (the software of the brain). We then have a computer that, for all intents and purposes, is the same as our own brains. Would it be able to talk to us, feel, and think originally as we do? Probably, yes. But would it be conscious? Would it be aware of its own existence? Well that's a topic for another day...

Now, imagine that a year or two after this first computer 'brain' is created, computers have again roughly doubled in power. A second computer is now created, but this one is twice as powerful as our own brain. This gives it twice the ability to reason, to think originally, to imagine and to create. It would be able to make new scientific discoveries, create new technologies or improve existing ones, and most importantly improve itself twice as well as a human can. We might then leave the computer to build a third 'brain' a little later which is even more capable of improving upon itself, and so on.

This becomes a self-reinforcing loop, with greater and greater progress made with shorter and shorter gaps. Within perhaps only a few months, more progress is made than in the last 100 years. Within as little as a few years the ultimate potential of matter to compute (which is about 10^42 operations per second for 1kg of matter - 10 trillion times more powerful than all human brains on earth!) could be reached.

Whence singularity?

"You will know the Singularity is coming when you have a million e-mails in your in-box"
- Ray Kurzweil, 'The Singularity is Near'

Of course this might never happen, or not for thousands of years. There could be some fundamental problem in mapping the network of neurons into a computer, or there could be some currently unknown, unique element to our brains that cannot be replicated in a machine, or we may simply end up destroying ourselves before computers can become powerful enough (more likely than you think...)

But even if it is possible, the estimated time of the technological singularity varies. Ray Kurzweil puts the year as 2045, others put it earlier and some later. Personally, I think Kurzweil has it about right (although I am a little skeptical that the singularity will actually happen). Even if there are major problems in creating the software of the human brain, the hardware should be more than good enough by that time.

So what?

"Two billion years ago, our ancestors were microbes; a half-billion years ago, fish, a hundred million years ago, something like mice; then 60 million years ago, arboreal apes; and a million years ago, proto-humans puzzling out the taming of fire. Our evolutionary lineage is marked by mastery of change. In our time, the pace is quickening."
- Carl Sagan, 'Pale Blue Dot: A Vision of the Human Future in Space'

So we end up with more and more powerful computers, but what use is that? (apart from letting you run Crysis at 100FPS [I bet no one got that joke...]) Well, as I hinted at earlier, computers aren't just good for making better computers, but can allow progress in every field of science and technology - genetics, nanotechnology, robotics, medicine, space exploration, food and energy production, and countless more. The singularity would be the defining point in the whole of human history, after which everything will be different. Just to give a handful of the technologies that could rapidly develop:

- Nanobots (robots on the nanoscopic scale) that can patrol the body to destroy pathogens and repair damaged cells
- Advances in propulsion that would allow interstellar travel
- Full immersion virtual reality, indistinguishable from real life
- Advances in genetics and medicine that could allow you to prolong your life for hundreds of years
- Technologies that could reverse environmental damage, end poverty and  provide a more than comfortable lifestyle for every human being

Perhaps the most important development, and the one that Ray Kurzweil sees as necessary, is the merger of humanity with technology. He argues that in order to even comprehend the immense change caused by the singularity, humans must amplify their own intelligence with that of the computer, even up to the point of 'uploading' your mind into a computer. This sounds like a scary prospect for most (including myself to an extent!), but it would allow immortality to all extents and purposes.

It is well worth pondering the technological singularity - whether you think there is any chance of it occurring in the foreseeable future, and its implications on your life and view of the world.

The dangers of technology

"I think that their flight from and hatred of technology is self-defeating. The Buddha rests quite as comfortably in the circuits of a digital computer or the gears of a cycle transmission as he does at the top of a mountain or in the petals of a flower. To think otherwise is to demean the Buddha - which is to demean oneself."
- Robert M. Pirsig, 'Zen and the Art of Motorcycle Maintenance'

There are a plethora of dangers from technology, many of them existential. Already we are able to wipe out most of life on the planet with nuclear weapons, but the technology of the future could give us more efficient methods. Nanobots could be programmed to replicate indefinitely, consuming the entire planet, along with ourselves in the infamous 'grey goo' scenario (click the link if you want a good scare). Deadly, untreatable viruses could be engineered to wipe out large portions of humanity. There's always the danger of technology popularized in the 'Terminator' series, of a malicious artificial intelligence developing  intent on the destruction of mankind, but this is unlikely since the computer would be based on our own brain, and most of us don't really want to utterly destroy our own species (if you do, please seek help).

There is also a fair chance of the emergence of a violent, unscrupulous neo-luddite or anarcho-primitivist movement, opposed to the advance of science and technology, and advocating a return to a 'simpler' way of living. Perhaps through the ironic use of highly destructive technology they might carry out devastating acts of terrorism to further their cause.

Finally, there is perhaps the greatest danger of the exponential rise of the machines. By allowing technology to do everything for us, and by becoming drawn into the world of the computer, we lose something of what makes us humans. Might we become to technology what technology is currently to us - in other words, could we transition from a world of humans that happens to contain machines, to a world of machines that happens to contain humans?


"The most common of all follies is to believe passionately in the palpably not true"
- H. L. Mencken

Ultimately, the singularity might happen in 20 years, in a thousand years or never at all. Whichever turns out to be true, it is important that we do not become complacent, believing that it will surely happen, so we don't have to care for the world and its people today, safe in the knowledge that technology will save us all in time. It is equally important that we do not assume that the singularity will not occur, and fail to prepare ourselves and society for the profound effects of rapidly progressing technology, much of which may pose existential threats to our species.

- Daniel


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Παρ, 02/10/2012 - 11:46μμ | Amazing work (Score: 1)
Δευ, 02/13/2012 - 4:02πμ | Most people are familiar with (Score: 1)
Δευ, 02/13/2012 - 8:08μμ | Ah yes, you're completely (Score: 1)
Δευ, 02/13/2012 - 7:02πμ | Chanel 2.55 Bags will (Score: 1)
Παρ, 02/17/2012 - 7:11πμ | Kurzweil, while a great (Score: 1)
Κυρ, 02/19/2012 - 7:06μμ | No, there isn't necessarily (Score: 1)
Δευ, 02/20/2012 - 12:04πμ | Just for the record too, I am (Score: 1)
Σάβ, 02/18/2012 - 11:13μμ | Isn't this technology (Score: 1)