4.15.2006

Review: "The Singularity is Near"

Writing about the future is hard. Ray Kurzweil, a successful inventor, author, and military advisor, is much better at it than most, and he makes an interesting, nuanced prediction of where technology is taking us in "The Singularity is Near". In essence, the Singularity is
[A] future period during which the pace of technological change will be so rapid, its impact so deep, that human life will be irreversibly transformed ... The key idea underlying the impending Singularity is that the pace of change of our human-created technology is accelerating and its powers are expanding at an exponential pace.
Kurzweil cautions, "Exponential growth is deceptive ... People intuitively assume that the current rate of progress will continue for future periods" whereas, to quote my old math professor, past a certain point exponential variables "jump up like a scalded ape."

Kurzweil's title arises from an analogy to cosmology: just as when one approaches a physical singularity, or black hole, the smoothly-but-exponentially-increasing gravitational pull doesn't really prepare oneself for the wild things that happen when one actually reaches it, the prevailing view of the future- what Kurzweil calls the "linear view" of change- doesn't prepare us to understand the coming technological Singularity. In other words (as Kurzweil flippantly quotes), "You know, things are going to be really different! ... No, no, I mean really different!" (Mark Miller, 1986). The date Kurzweil sets for the Singularity, which he has described as "technological change so rapid and profound it represents a rupture in the fabric of human history," is 2045.

The relentless march of computing power; the quantity measured here, calculations per second per $1000, has been undergoing at least exponential growth for 60 years or more. Kurzweil claims our knowledge of the brain's many functions and self-organizing structure is also growing exponentially, and that the convergence of powerful computing and a deep understanding of the brain means The Age of Non-biological Intelligence, i.e. computers much smarter than humans, is much closer than most people think.

How quickly we'll be able to reverse-engineer the brain, whether we'll be able to use brute-force computation (of which we'll have ample) to simulate the parts of the brain we can't or haven't reverse-engineered, and what the results of building a successful non-biological intelligence will be- these are the million-dollar questions.


A logarithmic graph of major events or adaptions in the history of humankind. Note how each event occurs much quicker than the event before it. What happens when the line hits the bottom? The Singularity, according to Kurzweil.

So, what does Kurzweil mean when he argues that "human life will be irreversibly transformed" by 2045? He divides future life-altering technology into the following three categories:
  • Genetics. The first wave of change. Changing our genes on-the-fly with gene therapy will become practical; "Genetic Engineering" will start to live up to its name, rather than referring to our current rudimentary practice of splicing genes from one organism into another and seeing what happens. Intelligence and body augmentation (via gene therapy and implants/prosthetics) are common by 2020, and non-augmented people are at a significant competitive disadvantage. Most genetic ailments, lifestyle problems, and age-related decline (Kurzweil's tagline is "Live long enough to live forever") are essentially eliminated for those who can afford it by 2020 to 2025.
  • Nanotechnology. The second wave of change. Within a few decades nano-manufacturing will take off and nearly all physical goods become extremely inexpensive, the majority of the cost being the price of the product's blueprint or intellectual property. One could download a blueprint for a pair of gloves or an ipod from the internet, and have the household fabricator create them out of pennies' worth of simple 'nanofuel'. The nature of wealth is transformed. Tiny nanobots are integrated into our bodies, aiding in memory and cognition, acting as a super immune system, carrying out repair tasks, and enabling realistic virtual reality. Portions of our bodies and brains gradually become non-biological and increasingly follow exponential technology price/performance curves.
  • Robotics/AI: Kurzweil takes the stance, as Wikipedia puts it, "That the functionality of the human brain is quantifiable in terms of technology that we can build in the near future" and that much of the awesome complexity of the brain arises from simpler probabilistic and self-organizational methods spelled out in our genetic code. He predicts that, using the future fruits of current computing trends and brain research, we will design a new, non-biologically-constrained intelligence more capable than ourselves, which presumably will design an intelligence more capable than itself, and things will really turn wild (technically, Kurzweil argues less that we will build such a thing and more, through advances in direct interfacing with computers, that we will become it). 2045 is the projected date for this wild bootstrapping process to fully commence, as at that point $1000 will purchase as much raw processing power as that of the brains of all of humankind combined.

Two key points in Kurzweil's argument are, firstly, that the domain of exponentially-driven trends is increasing. What began with computing power has spread into other contexts such as communications and media and will soon move into biotechnology. Relatedly, once science achieves full synthetic replacements of something- when we develop full-function replacement red blood cells, full-function replacement hands, full-function synthetic intelligences- these synthetic versions are in a position to benefit very directly from advances in science and will quickly (and definitively) surpass their biological cousins.

Once again, it's difficult to speak of the future. People can:
  • Miss huge trends: "I think there is a world market for maybe five computers." - Thomas J. Watson, Chairman of the Board of IBM, 1943
  • Over-estimate current trends: "[By 2004] Air transportation is making the multi-family apartment house obsolete, as each family now needs a private landing strip." Popular Mechanics, 1954
  • Simply be wrong:












(Popular Mechanics, February 1950, via Steve Sailer)

Given that the history of predicting the future is replete with so many mistakes, why should we listen to Kurzweil? I'd offer two reasons: the first is that Kurzweil grounds his predictions with a nuanced model of technology, his well-developed Law of Accelerating Returns, and a well-researched account of state-of-the-art advances in genetics, nanotechnology, and artificial intelligence. The second is that he has a fantastic track record in understanding innovation. He's founded nine businesses, has been awarded the National Medal of Technology, the $500,000 Lemelson-MIT Prize for innovation, and 13 honorary doctorates, was inducted into the National Inventor's Hall of Fame, and is one of five members of the Army Science Advisory Board. Simply put, Kurzweil's prediction of a technological Singularity may be right or wrong, but we would be ill-served to dismiss him as a crank.

Kurzweil's style is less eloquent than logically elegant. He draws on relevant trends from the history of our scientific and evolutionary progression, sets his context with quotations from leading scientists, and spends a great deal of time talking about some of the cutting-edge research, results, and evidence for convergence from computing, genetics, physics, biotechnology, artificial intelligence, reverse engineering of the human brain and nanotechnology, among other fields. Some of the topics he touches on, such as brain structure, are complex, but he does not introduce complexity needlessly. I find the book to be exceptionally well-grounded with many relevant citations and a fairly comprehensive section on responses to critics (see shortcomings section for caveats). With all of Kurzweil's evidence, it's difficult to dismiss that technology increases exponentially, and he argues that the root cause of this is economic competition. For us to stop this progression, and by implication the Singularity (barring horrific disasters), we'd essentially need to repeal capitalism.

Now some shortcomings. Kurzweil doesn't ground his vision in the current socio-political context, nor does he speak to the issue that much of human behavior, such as the manner in which we depart from perfect rationality, deal with change, and find motivation, is informed by our evolution in certain physical and social environments. He assumes much about the egalitarian nature of technology and unequivocally identifies quality of life with technological advancement. Likewise, he trivializes the power of rapid technological change to both cause widespread ideological dispossessment and empower those thus dispossessed. He doesn't speak to the potential of the first nation, lab, group, or individual that reaches a certain level of technological prowess to solidify their lead by doing something drastic. He doesn't go into what may come of people or intelligences being able to directly tinker with their emotions and motivations, nor the consequences of the deep diversification and customization of human experience that biotech and nanotech will enable. He doesn't contextualize his views in terms of other futurists such as Kevin Kelly. He glosses over any discussion of the subtleties and options involved in how information may be owned, while simultaneously predicting we will move almost completely to an information-centric society.

Some of these criticisms are blunted by the existence of www.singularity.com and www.kurzweilai.net - broad forums for papers on future trends, challenges, and situations - but most readers will not avail themselves of these websites.

In plain terms, Kurzweil understands technology. His writing tends to filter out certain subtleties of human behavior and doesn't seem to acknowledge the causes by which and extent to which rationality and enlightened self-interest can be lacking in certain areas. But none of these criticisms have any great impact on his strongly-supported central thesis on the accelerating nature and likely path of technology.

Despite its limitations, "The Singularity is Near" is simply the best jumping-off point for considering the future that I've come across.

7 comments:

Larry Sanger said...

This is probably the best thing yet written about Citizendium that I've seen. I'm extremely impressed by the clear thinking and research that went into it.

Larry Sanger said...

Oops, I meant to make that comment to a different post!

Anonymous said...

Great blog.

One factor worth considering in any ambitious attempt to project "the" future is the seemingly inevitable instability of economic growth. Obviously, a society that is suddenly ravaged by war or depression will be thrown off the track. On the micro level: So many bright young people have great 10-year plans, then the parents go bankrupt, or the government funding becomes less generous, or the person's business fails, etc.

A second factor to ponder in any attempt to predict "the" future is what my scare quotes are referring to: namely, the question -whose- future? Only a relatively small elite is able to afford high technology. The vast majority of Chinese peasants don't (and probably won't) have Wi-fi, for example.

So in all these projections of Man becoming Superman through extraordinary tech, we're talking about a small elite of people depending on a large (even global) industrial economy that is remarkably stabile and robust: a thing so historically rare as to be a science-fiction prediction in itself.

If improvement continues, we will progress to levels beyond what we currently imagine - this is static prediction at best, and tautology at worst.

I feel somewhat confident that I will have lunch now. That much I can say. :)

Again, great blog. Don't stop.

Mike said...

Thanks for the praise! I enjoy blogging quite a bit (I wish I could write good articles more quickly than I do).

All of what you say is true-- basically, technological growth depends on the economy, and if there were a major economic shakeup, that might have major implications. Kurzweil argues that we've seen consistent growth throughout the 20th century, even through the great depression (even speeding up during WWII), so I think he'd say there'd have to be a really *big* economic shakeup for it to really influence technological growth. I think Kurzweil is fairly convincing in this. But a huge shakeup is certainly (increasingly?) possible.

Whose future-- huge, troubling issue. One which Kurzweil definitely does not sufficiently handle. I try to sketch out a few ideas on that here though it's not really 'singularity' oriented.

Cheers,
Mike

Jason Lillis said...

Mike,

Finally read your review on this, though it's been what, about a year and a half since you posted it? Just curious if you've had any further thoughts on the matter since then, particularly the "whose" question. My local library has the book, so I may hunt it down for reading during thanksgiving.

Perhaps more soon.

-Jason

Mike said...

Jason,

Thanks for the comment- I've actually been thinking about this stuff a lot lately. I think the questions of "whose future" is really wide open right now... the only specific prediction I feel I can make is that we'll probably go through a pretty crazy time as 1. society gets used to these technologies and figures out how (and if) to integrate each of them into day-to-day life, and 2. certain people/groups/nations/etc make power plays for control of certain technologies.

I hope the good guys win, whomever they are. That's about where I'm at now. :) Maybe as things progress we'll get a better idea of who the major actors will be in the jockeying-for-position that will probably happen with this stuff.

Americo said...

Just wrote a book review on The singularity. Although my style is different, I came roughly to the same conclusion as you. If you want, you can read the bookreview here: http://cybookreview.com/bookreview.html