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Darwin's Dangerous Idea - Evolution and the Meaning of Life

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190 BIOLOGY IS ENGINEERING Darwin Is Dead—Long L ive Darwin! 191<br />

interest in <strong>the</strong>ir own right, <strong>and</strong> if <strong>the</strong>y are carefully divorced from questions<br />

<strong>of</strong> ultimate justification, <strong>the</strong>y can actually help us see what <strong>the</strong> scientific<br />

issues really are. What various thinkers think <strong>the</strong>y are doing—saving <strong>the</strong><br />

world from one ism or ano<strong>the</strong>r, or finding room for God in science, or<br />

combating superstition—<strong>of</strong>ten turns out to be at right angles to <strong>the</strong> contribution<br />

<strong>the</strong>ir campaigns actually succeed in making. We have already seen<br />

instances <strong>of</strong> this, <strong>and</strong> more are in <strong>the</strong> <strong>of</strong>fing. Probably no area <strong>of</strong> scientific<br />

research is driven by more hidden agendas than evolutionary <strong>the</strong>ory, <strong>and</strong> it<br />

certainly will help to expose <strong>the</strong>m, but nothing follows directly from <strong>the</strong> fact<br />

that some people are trying desperately—whe<strong>the</strong>r <strong>the</strong>y realize it or not—to<br />

protect something evil or destroy something evil. People sometimes get it<br />

right in spite <strong>of</strong> having been driven by <strong>the</strong> most unpresentable hankerings.<br />

Darwin was who he was, <strong>and</strong> thought what he thought, warts <strong>and</strong> all. And<br />

now he is dead. Darwinism, on <strong>the</strong> o<strong>the</strong>r h<strong>and</strong>, has more than nine lives. It<br />

bids fair to being immortal.<br />

2. DARWIN IS DEAD—LONG LIVE DARWIN!<br />

I have taken <strong>the</strong> section title from <strong>the</strong> title <strong>of</strong> <strong>the</strong> "Resume" with which<br />

Manfred Eigen ends his 1992 book. There is an unmistakable engineering<br />

flair to Eigen's thinking. His research is a sequence <strong>of</strong> biological construction<br />

problems posed <strong>and</strong> solved: how do <strong>the</strong> materials get amassed at <strong>the</strong> building<br />

site, <strong>and</strong> how does <strong>the</strong> design get determined, <strong>and</strong> in what order are <strong>the</strong><br />

various parts assembled so that <strong>the</strong>y don't fall apart before <strong>the</strong> whole<br />

structure is completed? His claim is that <strong>the</strong> ideas he presents are revolutionary,<br />

but that after <strong>the</strong> revolution, Darwinism is not only alive <strong>and</strong> well,<br />

but streng<strong>the</strong>ned. I want to explore this <strong>the</strong>me in more detail, since we will<br />

see o<strong>the</strong>r versions <strong>of</strong> it that are nowhere near as clearcut as Eigen's.<br />

What is supposed to be revolutionary about Eigen's work? In chapter 3 we<br />

looked at a fitness l<strong>and</strong>scape with a single peak, <strong>and</strong> saw how <strong>the</strong> Baldwin<br />

Effect could turn a well-nigh-invisible telephone pole on a plain into Mount<br />

Fuji, with a steadily rising surrounding slope, so that no matter where in <strong>the</strong><br />

space you started, you would eventually get to <strong>the</strong> summit if you simply<br />

followed <strong>the</strong> Local Rule:<br />

Never step down; step up whenever possible.<br />

The idea <strong>of</strong> a fitness l<strong>and</strong>scape was introduced by Sewall Wright (1932),<br />

<strong>and</strong> it has become a st<strong>and</strong>ard imagination pros<strong>the</strong>sis for evolutionary <strong>the</strong>orists.<br />

It has proven its value in literally thous<strong>and</strong>s <strong>of</strong> applications, including<br />

many outside <strong>of</strong> evolutionary <strong>the</strong>ory. In Artificial Intelligence, economics,<br />

<strong>and</strong> o<strong>the</strong>r problem-solving domains, <strong>the</strong> model <strong>of</strong> problem-solving by in-<br />

cremental hill-climbing (or "gradient ascent") has been deservedly popular. It<br />

has even been popular enough to motivate <strong>the</strong>orists to calculate its<br />

limitations, which are severe. For certain classes <strong>of</strong> problems—or, in o<strong>the</strong>r<br />

words, in certain types <strong>of</strong> l<strong>and</strong>scape—simple hill-climbing is quite impotent,<br />

for an intuitively obvious reason: <strong>the</strong> climbers get stuck on local second-rate<br />

summits instead <strong>of</strong> finding <strong>the</strong>ir way to <strong>the</strong> global summit, <strong>the</strong> Mount Everest<br />

<strong>of</strong> perfection. (The same limitations beset <strong>the</strong> method <strong>of</strong> simulated<br />

annealing.) The Local Rule is fundamental to Darwinism; it is equivalent to<br />

<strong>the</strong> requirement that <strong>the</strong>re cannot be any intelligent (or "far-seeing" ) foresight<br />

in <strong>the</strong> design process, but only ultimately stupid opportunistic exploitation<br />

<strong>of</strong> whatever lucky lifting happens your way.<br />

What Eigen has shown is that this simplest Darwinian model <strong>of</strong> steady<br />

improvement up a single slope <strong>of</strong> fitness to <strong>the</strong> optimal peak <strong>of</strong> perfection<br />

just doesn't work to describe what goes on in molecular or viral evolution.<br />

The rate <strong>of</strong> adaptation by viruses ( <strong>and</strong> also <strong>of</strong> bacteria <strong>and</strong> o<strong>the</strong>r pathogens)<br />

is measurably faster than <strong>the</strong> "classical" models predict—so fast that it seems<br />

to involve illicit "look-ahead" by <strong>the</strong> climbers. So does this mean that<br />

Darwinism must be ab<strong>and</strong>oned? Not at all, for what counts as local depends<br />

(not surprisingly) on <strong>the</strong> scale you use.<br />

Eigen draws our attention to <strong>the</strong> fact that when viruses evolve, <strong>the</strong>y don't<br />

go single-file; <strong>the</strong>y travel in huge herds <strong>of</strong> almost identical variants, a fuzzyedged<br />

cloud in <strong>the</strong> Library <strong>of</strong> Mendel that Eigen calls a "quasi-species." We<br />

already saw <strong>the</strong> unimaginably large cloud <strong>of</strong> Moby Dick variants in <strong>the</strong><br />

Library <strong>of</strong> Babel, but any actual library is likely to have more than one or<br />

two variant editions <strong>of</strong> a book on its shelves, <strong>and</strong> in <strong>the</strong> case <strong>of</strong> a really<br />

popular book like Moby Dick it is also likely to have multiple copies <strong>of</strong> <strong>the</strong><br />

same edition. Like actual Moby Dick collections, <strong>the</strong>n, actual viral clouds<br />

include multiple identical copies but also multiple copies <strong>of</strong> minor typographical<br />

variants, <strong>and</strong> this fact has some implications, according to Eigen,<br />

that have been ignored by "classical" Darwinians. It is <strong>the</strong> shape <strong>of</strong> <strong>the</strong> cloud<br />

<strong>of</strong> variants that holds <strong>the</strong> key to <strong>the</strong> speed <strong>of</strong> molecular evolution.<br />

A classical term among geneticists for <strong>the</strong> canonical version <strong>of</strong> a species<br />

(analogous to <strong>the</strong> canonical text <strong>of</strong> Moby Dick ) is <strong>the</strong> wild type. It was <strong>of</strong>ten<br />

supposed by biologists that among <strong>the</strong> many different genotypes in a population,<br />

<strong>the</strong> pure wild type would predominate. Analogous would be <strong>the</strong><br />

claim that in any library collection <strong>of</strong> copies <strong>of</strong> Moby Dick, most copies will<br />

be <strong>of</strong> <strong>the</strong> received or canonical edition—if <strong>the</strong>re is one! But this doesn't have<br />

to be <strong>the</strong> case for organisms any more than for books in libraries. In fact, <strong>the</strong><br />

wild type is really just an abstraction, like <strong>the</strong> Average Taxpayer, <strong>and</strong> a<br />

population may contain no individuals at all that have exactly "<strong>the</strong>" wild-type<br />

genome. (Of course, <strong>the</strong> same is true <strong>of</strong> books—scholars might debate for<br />

years over <strong>the</strong> purity <strong>of</strong> a particular word in a particular text, <strong>and</strong> until such<br />

debates were resolved, nobody could say exactly what <strong>the</strong> ca-

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