Why Randomness is a *Good* Thing for Evolution

From: Chris Cogan (ccogan@telepath.com)
Date: Sun Sep 10 2000 - 20:58:14 EDT

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    Is randomness a problem for evolution? Does randomness in
    genetic changes prevent the development of complex and ordered
    organisms?

    ID theorists claim that random processes, even acting
    cumulatively over billions of years, with all the "bad" choices
    stripped away, could not produce the sophisticated complex
    "designs" of living organisms.

    If *selection* were random, there would be some truth to this
    claim, because sophisticated complex order would be fairly rare
    in the results (though it would or *could* still exist, because a
    few "paths" of variations that lead to such complexity might be
    missed by the random removal of organisms each generation --
    certainly *complex* "organisms" would exist, if not functional
    ones).

    But selection is only marginally random, and then mostly in the
    "middle" of any range of variations for a species. At the margins,
    it is very strongly non-random; the mountain lion born with no
    eyes will not usually reproduce, but the mountain lion *with*
    eyes *may* still fail to reproduce if it gets hit by a meteorite.

    With respect to variation, the argument seems to be that we could
    not expect a random process to generate the variations needed to
    produce the sophisticated results we see. After all, if we have a
    computer generate random strings of letters, punctuation, and
    spaces, we'll probably have a very long wait before we get even
    one of Shakespeare's sonnets -- and many times longer to get
    *Hamlet*.

    But, evolution is not aimed at producing specific variations and
    specific results. It is "aimed" (by selection factors) at producing
    *any* variations that will benefit the reproduction of the genome
    of the organism that has the variations. Thus, evolution was not
    aimed at producing any of the organisms we see today. It would
    have been "happy" with *any* collection of successful
    organisms. Given the variety of organisms we *do* see, this
    suggests that there are many possible variations on the basic
    "genetic" nature of life and the patterns of species that may
    develop from them. For example, it may well be that, some 3.8
    billion years ago, a slight difference in one small part of a
    molecule might have set a significantly different molecular base
    pattern for all subsequent life on Earth, with the result that
    *none* of the species we now know (including *us*) would ever
    have come into existence. There might well be intelligent life,
    flying life, water life, and so on, but the whole genetic encoding
    method might be different.

    Even so, there are limitations on what variations will work. How
    *do* organisms produce the "right" variations. Are they
    somehow influenced by some "designer" hiding in the wings and
    whispering instructions to the DNA during that first replication,
    telling it what variation to produce?

    No. *Mostly* the "right" variations are *not* produced. In fact,
    in general, there are no "right" variations. There may be, for any
    evolutionary need of the moment, an indefinite and perhaps quite
    large number of possible variations that would suffice. Any
    *one* of these would suffice. And, sometimes, one of these
    *does* occur.

    How? Well, suppose the variation process was *not* random in
    any significant way. Suppose Bertvan and the others are right in
    thinking that variations must be directed. *But*, suppose these
    folks were *wrong* in thinking that the direction is *intelligent*.
    Suppose variations followed some rule that made certain kinds of
    variations occur vastly more often than others. This would mean
    that the "others" would get short-shrifted (and you know how
    painful it is to have your shorts shrifted!). Would this help
    evolution produce sophisticated, functionally complex
    organisms?

    Please pause and ponder this for a moment before you answer,
    because not every intuitive answer is correct (as we all intuitively
    know).

    Remember, we are talking about a heavily non-random skewing
    of variations, but *not* in an intelligent way. Thus, there would
    be no special reason for believing that the narrower effective
    range of variations produced would just *happen* to be the kinds
    of variations that a species needed at any particular moment in its
    history, just *happen* to be the kinds that would contribute to
    the organism's fitness.

    In fact, in general, if genetic variations were skewed in such a
    severe and general way, nearly every species would be severely
    deprived of many of the options for variation that might just
    allow it to survive or to evolve into a new niche, etc. Such a
    restriction on variations would not, in general, help the evolution
    of complex order in organisms. It would normally *hinder* such
    evolution by eliminating a large number of otherwise valuable
    ways of achieving fitness, some of which would include
    increasing complexity (though, as has been pointed out,
    complexity, as such, is hardly favorable trait; it is merely part of
    the cost, sometimes, of having traits that *do* promote fitness).

    Heavily skewing the distribution of variations would force the
    evolutionary process often to "make do" because of the much
    more limited "diet" of variations. Genetic information ultimately
    comes from such variations. Limiting the range of variations
    limits the kinds variations and can severely interfere with
    evolution. Suppose you had to "write" one of Shakespeare's
    sonnets by flagging appropriate letters as they were displayed on
    a computer screen (so, if you needed an "s", and an "s" was
    displayed, you'd click your mouse button, say). Now, suppose the
    letter generator software was biased so as to display the letter "e"
    only once in every ten thousand letter-display cycles. Wouldn't
    you *rather* have a truly random letter generator that would
    produce the letter "e" much more often?

    Bertvan's apparently "intuitive" understanding actually *reverses*
    the facts. The fact is that, given that there is no pre-knowledge of
    what will contribute to fitness and what won't, we *can't* do any
    better than to use a random method to generate "tries." Without
    great luck in choosing the non-random process, it will almost
    always do *worse* than pure randomness in this case.

    Since the variation process is apparently not intelligently
    directed, the best "strategy" is to make the variation process as
    nearly perfectly random as it is possible to make it.

    ID supporters would be right in saying that a random process
    would be sub-optimal only if they were *also* right in asserting
    that there is a guiding intelligence with knowledge of what is
    good for the organism and what is not, *or* if there were
    something else that could effectively ensure a higher rate of
    successful variations.

    Is intelligence the only thing that can guide the process
    "intelligently"?

    It may seem odd, but the answer is a qualified "yes."

    *Initially*, pure randomness is the best strategy for making many
    small incremental steps resulting eventually in complex order
    (plus an *awful* lot of dead variations that didn't get passed on).

    But, the DNA can become repositories of past successful
    variations, even ones that would not be successful at the moment.
    Success builds on success, not on failure (nothing builds on the
    dead variations, because they stop varying). Thus, if these
    "warehoused" variations are allowed to be tried out occasionally,
    it may be that circumstances have changed to make them useful
    again (this seems to be the way the famous finches changed beak
    size so quickly: they already had gene-size genes in the genome
    and only needed to make it dominant by selecting *for* it, thus
    increasing the rate at which it was expressed). But, not only can
    this enable an organism to evolve quickly (because it has stored
    information for a particular variation), but it can produce totally
    new combinations of morphological traits, and these variations
    can serve as the basis for new variations that can enable the
    organism to evolve more quickly in directions it has *never*
    gone in the past.

    In general, since some variations are *extremely* unlikely to be
    advantageous, an organism may develop ways to make their
    occurrence very rare indeed. Another example: If two species
    both had a gene for producing large amounts of botulism toxin in
    each cell in the body, the one that had an effective means of
    keeping this gene extremely well suppressed would have an
    advantage (other things being equal) over the one that simply
    allowed this gene to be expressed randomly from time to time.

    Further, mechanisms can be found that limit some kinds of
    variations (such as those that would damage the reproductive
    mechanism itself), and possibly to increase the rate of some other
    kinds. The alleles thus displaced may not like it, but the
    reproductive genes take first priority, so, if any genes support
    them by producing successful variations in still *other* genes,
    who are they to complain?

    There will always be an element of randomness in this process,
    because the genes simply *can't* "know" the future sufficiently
    well from the past to enable them to dispense with randomness
    altogether. But, they can still provide a basis of pre-tested
    variations that can enable the organism to try out variations that
    have a higher-than-random chance of being successful again, or
    in new combinations, or with some modifications. If whales were
    to be driven toward evolving to be land animals (again), they
    could do so *much* more quickly than an animal otherwise
    similar that had no land-animal genetic background. Of course,
    the new land animal might be as different from the previous land
    animal as it is possible for two land animals to *be* different,
    but there is still enough in common between mammalian land
    animals that the old genes could be revamped fairly quickly,
    much more quickly than creating a good set of land-animal genes
    from scratch would be.

    We have initial possibilities to consider:

    1. Random variation.

    2. Variation strongly guided variations (intelligent design).

    3.Largely non-random variation without intelligent guidance.

    The ideal *initial* possibility (from some points of view) is 2,
    intelligent design. The worst is 3, largely non-random variation
    without intelligent guidance.

    But, over time, and in an environment in which such things as
    the laws of physics remain constant or nearly so, and in which
    such variables as temperature and resources vary but not so
    hugely or so rapidly as to make life impossible, genomes can
    evolve ways of modifying variation rates for certain kinds of
    variations, thus effectively incorporating "knowledge" gained
    from the past about what things may be needed in different
    environments. This is not, of course, real intelligence, but it has
    many (though by no means all) of the effects of real intelligence.
    A real intelligence guiding the variation process could
    presumably make real predictions about the future environment
    of the organism and thus pre-select variations to suit, and there
    would be no need to allow old genetic code to be occasionally
    "tried out" to see if it was again useful. There would be no need
    to allow occasional "throwbacks" for example, in which some
    older genes are expressed but some newer ones are not.

    Naturalistic evolution starts out "dumb" but may over time
    accumulate bits of "smarts" that make it more closely
    approximate intelligently guided evolution, by enabling the
    organism to evolve more quickly to a new state and do so with
    fewer casualties due to needless "attempted" variations.

    Are there ways to distinguish this empirically from intelligent
    design? Well, yes, but only *if* the intelligent design theory is
    bold enough to have empirical implications. If, as is usually the
    case, the ID theorists refuse to specify anything empirically
    significant about their alleged designers, the empirical facts are
    simply irrelevant to it. Without empirical implications, they can
    *claim* to explain anything at all, regardless of *what* the
    empirical facts are. If we opened up every organism on the planet
    and found it to be a mess of randomness, they would still just
    say, "Well, that's just the way the designers chose to do it. And
    besides, maybe it merely *looks* random."

    You see, their strategy is to be able to claim success completely
    without regard for whether their theory is true or not, without
    regard for *any* empirical facts. It is totally divorced from
    reality in this respect. They cannot specify *any* empirically
    observable fact, which, *if* it were observed, would actually
    show that ID is false. There are dozens of such conceivable facts
    with respect to naturalistic evolution (for example, if animal
    breeding did not in fact work, or if there was empirical
    geological/paleontological proof that dinosaurs arose *before*
    the first bacteria), but not even a single *one* with respect to ID.

    But, while it is *designed* ( ;-) ) not to be falsifiable, it can
    be shown not to be particularly *reasonable*. For example, it has
    taken nearly for *billion* years for life to get from its earliest
    forms to many of today's species. Obviously, really good
    designers *could* have done it in *much* less time. Unless ID
    theorists can give us a specific and *sensible* reason why the
    designers would take so long, their appeal to the unknown
    purposes of the designers is meaningless evasion. If the whole
    process had taken five million years, say, ID might be
    supportable. But four billion years is a *major* fraction of the
    entire age of the *Universe*! Thus, this is yet another potential
    evidence of design that goes belly up. Naturalistic evolution with,
    initially, only occasional variations (*very* short genomes or
    whatever functioned as genomes), would make sense. Design is
    possible but not plausible in this case.

    The erratic and often extremely indirect way in which life
    evolves also suggests (but, I admit, does not prove) that design is
    *not* at work. The Panda's "thumb" is a good kludge, but not
    something a reasonably intelligent and knowledgeable designer
    with lots of genetic-manipulation tools at hand would be
    expected to produce. The Panda's "thumb" makes sense
    evolutionarily, but is, again, implausible under the intelligent
    design hypothesis.

    Finally, if we look at today's existing living organisms, from
    body structure to the level of cellular structure and function, we
    see hodge-podges, kludges, and plain *silliness* that make sense
    given naturalistic evolution but which can only be pathetically
    *excused* given alleged intelligent design.



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