by Naam, Ramez
Beta readers, I love you! Thank you Ajay Nair, Alexis Carlson, Alissa Mortenson, Allegra Searle-LeBel, Anna Black, Avi Swerdlow, Barry Brumitt, Betsy Aoki, Beverly Sobelman, Brad Woodcock, Brad Younggren, Brady Forrest, Brian Retford, Brooks Talley, Coe Roberts, Dave Brennan, David Perlman, David Sunderland, Doug Mortenson, Ethan Phelps-Goodman, Gabriel Williams, Hannu Rajaniemi, Jayar La Fontaine, Jen Younggren, Jennifer Mead, Jim Jordan, Joe Pemberton, Julie Vithoulkas, Kevin MacDonald, Kira Franz, Lars Liden, Leah Papernick, Lori Waltfield, Mason Bryant, Mike Tyka, Morgan Weaver, Paul Dale, Rachel Kwan, Rob Gruhl, Rose Hess, Ryan Grant, Scotto Moore, Stephanie Schutz, Stuart Updegrave, and Thomas Park!
And ultimately, neither this book nor I would exist without my incredible parents, Nash Naam and Elene Awad, who birthed me, raised me, brought me to this country, fought to stay here, and always taught me that it was okay to ask hard questions. I owe them everything. Thank you, Mom and Dad! I couldn’t possibly have asked for better.
ABOUT THE AUTHOR
Ramez Naam was born in Cairo, Egypt, and came to the US at the age of three. He’s a computer scientist and an H.G. Wells Award-winning writer of science and science fiction. He spent thirteen years at Microsoft, where he led teams working on email, web browsing, search, and artificial intelligence.
When not writing, Ramez has climbed mountains, leapt over and occasionally descended into crevasses, worked as a lifeguard, backpacked through remote corners of China, ridden his bike down hundreds of miles of the Vietnam coast, chased sharks and eagle rays through the ocean depths, clambered over ancient ruins, and blown things up in the desert. He really should know better.
Ramez lives in Seattle.
rameznaam.com
twitter.com/ramez
THE SCIENCE OF Crux
Like Nexus before it, Crux is a work of fiction, but based as accurately as possible on real science.
In the extras at the back of Nexus I described the brain-implant experiments that have given humans bionic eyes and ears and the ability to control robotic arms, even from thousands of miles away.
Just in the year that has passed since the writing of Nexus, more impressive work has been done. A team of researchers led by Thomas Berger has demonstrated that a digital chip can repair the impairment of a mouse’s memory that occurs with brain damage to part of the brain called the hippocampus. Berger’s team then went further and showed that they could improve mouse memory through the same brain implant. Another experiment by Sam Deadwyler and colleagues at Wake Forest University placed specialized brain implants in the frontal cortex of rhesus monkeys who were then trained on a “delayed match and sample” test – a kind of monkey IQ test. Later, the monkeys had their test scores lowered by the administration of cocaine. But if the implant was switched into an active mode, it could correct this impairment, and even more. The frontal cortex device could actually raise the test scores of monkeys well beyond the scores of normal monkeys who lacked the implant. So in animals, at least, we’ve used brain implants to boost both memory and intelligence.
Of course, the most transformative thing about the Nexus technology isn’t mere augmentation – it’s communication directly from one mind to another. Here also there has been progress. In an experiment by Miguel Nicolelis and colleagues, two rats, thousands of miles apart (one at Duke University in North Carolina, the other in Brazil) both had implants placed in the motor cortices of their respective brains. Nicolelis and colleagues showed that they could train one rat to respond to a series of lights by pulling the correct lever. The other rat, who had never seen these lights or levers before, would, in turn, pull the right lever most of the time, based simply on the input to its brain from the trained rat thousands of miles away.
A similar study, funded by DARPA (the Defense Advanced Research Projects Agency inside the US Department of Defense), involved two monkeys, each with an implant in its auditory cortex – the part of the brain responsible for processing sound. The researchers showed that they could play a sound for one monkey and that the second monkey – in a soundproofed room – could hear that sound via the neural link, and could even identify what the sound was. The research, by the way, was conducted as part of DARPA’s “Advanced Battlefield Communications” program – a program with the goal of enhancing communication and coordination between soldiers, their squad-mates, and command.
Progress towards Nexus, in short, continues apace.
Crux introduces some new science, and in particular, “uploading”. The Su-Yong Shu we see in Crux is not a flesh and blood person. Instead, she is a computer program, a vast mathematical construct of electronic neurons that initially mirrored the precise neural map of the original Su-Yong Shu’s brain. For every neuron the original Su-Yong Shu had, her upload had a digital counterpart. For every synapse connecting two neurons, the upload also started with a counterpart.
The idea of uploading sounds far-fetched, yet real work is happening towards it today. IBM’s “Blue Brain” project has used one of the world’s most powerful supercomputers (an IBM Blue Gene/P with 147,456 CPUs) to run a simulation of 1.6 billion neurons and almost nine trillion synapses, roughly the size of a cat brain. The simulation ran around six hundred times slower than real time – that is to say, it took six hundred seconds to simulate one second of brain activity. Even so, it’s quite impressive. A human brain, of course, with its hundred billion neurons and well over a hundred trillion synapses, is far more complex than a mouse brain. Yet computers are also speeding up rapidly, roughly by a factor one hundred times every ten years. Do the math, and it appears that a super-computer capable of simulating an entire human brain and do so as fast as a human brain should be on the market by roughly 2035–2040. And of course, from that point on, speedups in computing should speed up the simulation of the brain, allowing it to run faster than a biological human’s.
Now, it’s one thing to be able to simulate a brain. It’s another to actually have the exact wiring map of an individual’s brain to actually simulate. How do we build such a map? Even the best non-invasive brain scanners around – a high-end functional MRI machine, for example – have a minimum resolution of around ten thousand neurons or ten million synapses. They simply can’t see detail beyond this level. And while resolution is improving, it’s improving at a glacial pace. There’s no indication of a being able to non-invasively image a human brain down to the individual synapse level any time in the next century (or even the next few centuries at the current pace of progress in this field).
There are, however, ways to destructively image a brain at that resolution. At Harvard, my friend Kenneth Hayworth created a machine that uses a scanning electron microscope to produce an extremely high resolution map of a brain. When I last saw him, he had a poster on the wall of his lab showing a printout of one of his brain scans. On that poster, a single neuron was magnified to the point that it was roughly two feet wide, and individual synapses connecting neurons could be clearly seen. Ken’s map is sufficiently detailed that we could use it to draw a complete wiring diagram of a specific person’s brain.
Unfortunately, doing so is guaranteed to be fatal.
The system Ken showed “plastinates” a piece of a brain by replacing the blood with a plastic that stiffens the surrounding tissue. He then makes slices of that brain tissue that are thirty nanometers thick, or about one hundred thousand times thinner than a human hair. The scanning electron microscope then images these slices as pixels that are five nanometers on a side. But of course, what’s left afterwards isn’t a working brain – it’s millions of incredibly thin slices of brain tissue. Ken’s newest system, which he’s built at the Howard Hughes Medical Institute goes even farther, using an ion beam to ablate away five nanometer thick layers of brain tissue at a time. That produces scans that are of fantastic resolution in all directions, but leaves behind no brain tissue to speak of.
So the only way we see to “upload” is for the flesh to die. Well, perhaps that is no great concern if, for instance, you
’re already dying, or if you’ve just died but technicians have reached your brain in time to prevent the decomposition that would destroy its structure.
In any case, the uploaded brain, now alive as a piece of software, will go on, and will remember being “you”. And unlike a flesh-and-blood brain it can be backed up, copied, sped up as faster hardware comes along, and so on. Immortality is at hand, and with it, a life of continuous upgrades.
Unless, of course, the simulation isn’t quite right.
How detailed does a simulation of a brain need to be in order to give rise to a healthy, functional consciousness? The answer is that we don’t really know. We can guess. But at almost any level we guess, we find that there’s a bit more detail just below that level that might be important, or not.
For instance, the IBM Blue Brain simulation uses neurons that accumulate inputs from other neurons and which then “fire”, like real neurons, to pass signals on down the line. But those neurons lack many features of actual flesh and blood neurons. They don’t have real receptors that neurotransmitter molecules (the serotonin, dopamine, opiates, and so on that I talk about though the book) can dock to. Perhaps it’s not important for the simulation to be that detailed. But consider: all sorts of drugs, from pain killers, to alcohol, to antidepressants, to recreational drugs work by docking (imperfectly, and differently from the body’s own neurotransmitters) to those receptors. Can your simulation take an anti-depressant? Can your simulation become intoxicated from a virtual glass of wine? Does it become more awake from virtual caffeine? If not, does that give one pause?
Or consider another reason to believe that individual neurons are more complex than we believe. The IBM Blue Gene neurons are fairly simple in their mathematical function. They take in inputs and produce outputs. But an amoeba, which is both smaller and less complex than a human neuron, can do far more. Amoebae hunt. Amoebae remember the places they’ve found food. Amoebae choose which direction to propel themselves with their flagella. All of those suggest that amoebae do far more information processing than the simulated neurons used in current research.
If a single celled micro-organism is more complex than our simulations of neurons, that makes me suspect that our simulations aren’t yet right.
Or, finally, consider three more discoveries we’ve made in recent years about how the brain works, none of which are included in current brain simulations. First, there are glial cells. Glial cells outnumber neurons in the human brain. And traditionally we’ve thought of them as “support” cells that just help keep neurons running. But new research has shown that they’re also important for cognition. Yet the Blue Gene simulation contains none. Second, very recent work has shown that, sometimes, neurons that don’t have any synapses connecting them can actually communicate. The electrical activity of one neuron can cause a nearby neuron to fire (or not fire) just by affecting an electric field, and without any release of neurotransmitters between them. This too is not included in the Blue Brain model. Third, and finally, other research has shown that the overall electrical activity of the brain also affects the firing behavior of individual neurons by changing the brain’s electrical field. Again, this isn’t included in any brain models today.
I’m not trying to knock down the idea of uploading human brains here. I fully believe that uploading is possible. And it’s quite possible that every one of the problems I’ve raised will turn out to be unimportant. We can simulate bridges and cars and buildings quite accurately without simulating every single molecule inside them. The same may be true of the brain.
Even so, we’re unlikely to know that for certain until we try. And it’s quite likely that early uploads, like Su-Yong Shu, will be missing some key piece or have some other inaccuracy in their simulation that will cause them to behave not-quite-right. Perhaps it’ll manifest as a creeping insanity, as in Su-Yong’s case. Perhaps it will be too subtle to notice. Or perhaps it will show up in some other way entirely.
Finally, I’ve written about more than neuroscience in Crux. And in particular I’ve written about the impact of climate change. Zoe, the storm that hits the eastern seaboard at the end of Crux, is a piece of fiction, but a plausible one. When I wrote the scenes with Zoe, in late 2012, superstorm Sandy had not yet appeared. (Imagine my surprise, when, a few weeks after I wrote about it, a late season storm struck the eastern seaboard and impacted a presidential election!) Since then, most of the public has learned that hurricanes can indeed arrive in early November, and that they feed off the power of warm surface waters in the Atlantic. It’s impossible to say that a changing climate caused a particular storm. But what it is possible to say is that the general warming we’ve experienced has made storms like Zoe (and Sandy) many times more likely to occur. As the planet continues to warm, we’ll see far more of them.
Similarly, the crime for which Shiva was exiled, the deliberate release of a virus that genetically tweaked coral reefs to increase their odds of survival, is not so completely far-fetched. As oceans warm and grow more acidic, corals have a harder and harder time surviving. The best estimate is that, by 2100, roughly half of all coral species in existence today will go extinct. But, of course, there are some corals that thrive in extremely warm water or extremely acidic water. They’re able to because of various genes they carry that have evolved for those conditions. In 2012, two research projects set out to find the genes that allow some coral species to survive in warm waters. It’s not a large leap to imagine a similar project searching for acidity-survival genes. And from there, the idea of deliberately transplanting such genes into corals that are struggling becomes rather tempting. Of course, this would certainly constitute the release of a “GMO” into the wild, and it would be met with tremendous opposition. (A simpler, less controversial, path would be to transport coral “cuttings” from hardy species into areas where corals are dying. Of course, given the millions of square miles of coral reefs in the world’s oceans, that would also be incredibly more labor intensive.)
If you’re interested in more on human enhancement and particularly the frontiers of neuroscience, you may want to read my non-fiction book, More Than Human: Embracing the Promise of Biological Enhancement. If you’re interested in the impact of climate change and other natural resource challenges – and the science and technology to overcome those problems – you may like my other non-fiction book, The Infinite Resource: The Power of Ideas on a Finite Planet.
And of course, if you enjoyed this book, the very nicest thing you can do for me is to let the world know, by telling your friends, by posting about it online, and by leaving a review of this book at Amazon or whatever sites you use to buy and discover books.
We live in the most interesting age humanity has ever seen. I can’t wait to see what happens next. I hope you’ll all join me on that adventure.
R.N.
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© Ramez Naam 2013
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