"A curious aspect of the theory of evolution," said Jacques Monod, "is that everybody thinks he understands it."

A human being, looking at the natural world, sees a thousand times purpose.  A rabbit's legs, built and articulated for running; a fox's jaws, built and articulated for tearing.  But what you see is not exactly what is there...

In the days before Darwin, the cause of all this apparent purposefulness was a very great puzzle unto science.  The Goddists said "God did it", because you get 50 bonus points each time you use the word "God" in a sentence.  Yet perhaps I'm being unfair.  In the days before Darwin, it seemed like a much more reasonable hypothesis.  Find a watch in the desert, said William Paley, and you can infer the existence of a watchmaker.

But when you look at all the apparent purposefulness in Nature, rather than picking and choosing your examples, you start to notice things that don't fit the Judeo-Christian concept of one benevolent God. Foxes seem well-designed to catch rabbits.  Rabbits seem well-designed to evade foxes.  Was the Creator having trouble making up Its mind?

When I design a toaster oven, I don't design one part that tries to get electricity to the coils and a second part that tries to prevent electricity from getting to the coils.  It would be a waste of effort.  Who designed the ecosystem, with its predators and prey, viruses and bacteria?  Even the cactus plant, which you might think well-designed to provide water fruit to desert animals, is covered with inconvenient spines.

The ecosystem would make much more sense if it wasn't designed by a unitary Who, but, rather, created by a horde of deities—say from the Hindu or Shinto religions.  This handily explains both the ubiquitous purposefulnesses, and the ubiquitous conflicts:  More than one deity acted, often at cross-purposes.  The fox and rabbit were both designed, but by distinct competing deities.  I wonder if anyone ever remarked on the seemingly excellent evidence thus provided for Hinduism over Christianity.  Probably not.

Similarly, the Judeo-Christian God is alleged to be benevolent—well, sort of.  And yet much of nature's purposefulness seems downright cruel.  Darwin suspected a non-standard Creator for studying Ichneumon wasps, whose paralyzing stings preserve its prey to be eaten alive by its larvae:  "I cannot persuade myself," wrote Darwin, "that a beneficent and omnipotent God would have designedly created the Ichneumonidae with the express intention of their feeding within the living bodies of Caterpillars, or that a cat should play with mice."  I wonder if any earlier thinker remarked on the excellent evidence thus provided for Manichaen religions over monotheistic ones.

By now we all know the punchline:  You just say "evolution".

I worry that's how some people are absorbing the "scientific" explanation, as a magical purposefulness factory in Nature.  I've previously discussed the case of Storm from the movie X-Men, who in one mutation gets the ability to throw lightning bolts.  Why?  Well, there's this thing called "evolution" that somehow pumps a lot of purposefulness into Nature, and the changes happen through "mutations".  So if Storm gets a really large mutation, she can be redesigned to throw lightning bolts.  Radioactivity is a popular super origin: radiation causes mutations, so more powerful radiation causes more powerful mutations.  That's logic.

But evolution doesn't allow just any kind of purposefulness to leak into Nature.  That's what makes evolution a success as an empirical hypothesis.  If evolutionary biology could explain a toaster oven, not just a tree, it would be worthless.  There's a lot more to evolutionary theory than pointing at Nature and saying, "Now purpose is allowed," or "Evolution did it!"  The strength of a theory is not what it allows, but what it prohibits; if you can invent an equally persuasive explanation for any outcome, you have zero knowledge.

"Many non-biologists," observed George Williams, "think that it is for their benefit that rattles grow on rattlesnake tails."  Bzzzt!  This kind of purposefulness is not allowed.  Evolution doesn't work by letting flashes of purposefulness creep in at random—reshaping one species for the benefit of a random recipient.

Evolution is powered by a systematic correlation between the different ways that different genes construct organisms, and how many copies of those genes make it into the next generation.  For rattles to grow on rattlesnake tails, rattle-growing genes must become more and more frequent in each successive generation.  (Actually genes for incrementally more complex rattles, but if I start describing all the fillips and caveats to evolutionary biology, we really will be here all day.)

There isn't an Evolution Fairy that looks over the current state of Nature, decides what would be a "good idea", and chooses to increase the frequency of rattle-constructing genes.

I suspect this is where a lot of people get stuck, in evolutionary biology.  They understand that "helpful" genes become more common, but "helpful" lets any sort of purpose leak in.  They don't think there's an Evolution Fairy, yet they ask which genes will be "helpful" as if a rattlesnake gene could "help" non-rattlesnakes.

The key realization is that there is no Evolution Fairy.  There's no outside force deciding which genes ought to be promoted.  Whatever happens, happens because of the genes themselves.

Genes for constructing (incrementally better) rattles, must have somehow ended up more frequent in the rattlesnake gene pool, because of the rattle.  In this case it's probably because rattlesnakes with better rattles survive more often—rather than mating more successfully, or having brothers that reproduce more successfully, etc.

Maybe predators are wary of rattles and don't step on the snake.  Or maybe the rattle diverts attention from the snake's head.  (As George Williams suggests, "The outcome of a fight between a dog and a viper would depend very much on whether the dog initially seized the reptile by the head or by the tail.")

But that's just a snake's rattle.  There are much more complicated ways that a gene can cause copies of itself to become more frequent in the next generation.  Your brother or sister shares half your genes.  A gene that sacrifices one unit of resources to bestow three units of resource on a brother, may promote some copies of itself by sacrificing one of its constructed organisms.  (If you really want to know all the details and caveats, buy a book on evolutionary biology; there is no royal road.)

The main point is that the gene's effect must cause copies of that gene to become more frequent in the next generation.  There's no Evolution Fairy that reaches in from outside.  There's nothing which decides that some genes are "helpful" and should, therefore, increase in frequency.  It's just cause and effect, starting from the genes themselves.

This explains the strange conflicting purposefulness of Nature, and its frequent cruelty.  It explains even better than a horde of Shinto deities.

Why is so much of Nature at war with other parts of Nature?  Because there isn't one Evolution directing the whole process.  There's as many different "evolutions" as reproducing populations.  Rabbit genes are becoming more or less frequent in rabbit populations.  Fox genes are becoming more or less frequent in fox populations.  Fox genes which construct foxes that catch rabbits, insert more copies of themselves in the next generation.  Rabbit genes which construct rabbits that evade foxes are naturally more common in the next generation of rabbits.  Hence the phrase "natural selection".

Why is Nature cruel?  You, a human, can look at an Ichneumon wasp, and decide that it's cruel to eat your prey alive.  You can decide that if you're going to eat your prey alive, you can at least have the decency to stop it from hurting.  It would scarcely cost the wasp anything to anesthetize its prey as well as paralyze it.  Or what about old elephants, who die of starvation when their last set of teeth fall out?  These elephants aren't going to reproduce anyway.  What would it cost evolution—the evolution of elephants, rather—to ensure that the elephant dies right away, instead of slowly and in agony?  What would it cost evolution to anesthetize the elephant, or give it pleasant dreams before it dies?  Nothing; that elephant won't reproduce more or less either way.

If you were talking to a fellow human, trying to resolve a conflict of interest, you would be in a good negotiating position—would have an easy job of persuasion.  It would cost so little to anesthetize the prey, to let the elephant die without agony!  Oh please, won't you do it, kindly... um...

There's no one to argue with.

Human beings fake their justifications, figure out what they want using one method, and then justify it using another method.  There's no Evolution of Elephants Fairy that's trying to (a) figure out what's best for elephants, and then (b) figure out how to justify it to the Evolutionary Overseer, who (c) doesn't want to see reproductive fitness decreased, but is (d) willing to go along with the painless-death idea, so long as it doesn't actually harm any genes.

There's no advocate for the elephants anywhere in the system.

Humans, who are often deeply concerned for the well-being of animals, can be very persuasive in arguing how various kindnesses wouldn't harm reproductive fitness at all.  Sadly, the evolution of elephants doesn't use a similar algorithm; it doesn't select nice genes that can plausibly be argued to help reproductive fitness.  Simply: genes that replicate more often become more frequent in the next generation.  Like water flowing downhill, and equally benevolent.

A human, looking over Nature, starts thinking of all the ways we would design organisms.  And then we tend to start rationalizing reasons why our design improvements would increase reproductive fitness—a political instinct, trying to sell your own preferred option as matching the boss's favored justification.

And so, amateur evolutionary biologists end up making all sorts of wonderful and completely mistaken predictions.  Because the amateur biologists are drawing their bottom line—and more importantly, locating their prediction in hypothesis-space—using a different algorithm than evolutions use to draw their bottom lines.

A human engineer would have designed human taste buds to measure how much of each nutrient we had, and how much we needed.  When fat was scarce, almonds or cheeseburgers would taste delicious.  But if you started to become obese, or if vitamins were lacking, lettuce would taste delicious.  But there is no Evolution of Humans Fairy, which intelligently planned ahead and designed a general system for every contingency.  It was a reliable invariant of humans' ancestral environment that calories were scarce.  So genes whose organisms loved calories, became more frequent.  Like water flowing downhill.

We are simply the embodied history of which organisms did in fact survive and reproduce, not which organisms ought prudentially to have survived and reproduced.

The human retina is constructed backward:  The light-sensitive cells are at the back, and the nerves emerge from the front and go back through the retina into the brain.  Hence the blind spot.  To a human engineer, this looks simply stupid—and other organisms have independently evolved retinas the right way around.  Why not redesign the retina?

The problem is that no single mutation will reroute the whole retina simultaneously.  A human engineer can redesign multiple parts simultaneously, or plan ahead for future changes.  But if a single mutation breaks some vital part of the organism, it doesn't matter what wonderful things a Fairy could build on top of it—the organism dies and the genes decreases in frequency.

If you turn around the retina's cells without also reprogramming the nerves and optic cable, the system as a whole won't work.  It doesn't matter that, to a Fairy or a human engineer, this is one step forward in redesigning the retina.  The organism is blind.  Evolution has no foresight, it is simply the frozen history of which organisms did in fact reproduce.  Evolution is as blind as a halfway-redesigned retina.

Find a watch in a desert, said William Paley, and you can infer the watchmaker.  There were once those who denied this, who thought that life "just happened" without need of an optimization process, mice being spontaneously generated from straw and dirty shirts.

If we ask who was more correct—the theologians who argued for a Creator-God, or the intellectually unfulfilled atheists who argued that mice spontaneously generated—then the theologians must be declared the victors: evolution is not God, but it is closer to God than it is to pure random entropy.  Mutation is random, but selection is non-random.  This doesn't mean an intelligent Fairy is reaching in and selecting.  It means there's a non-zero statistical correlation between the gene and how often the organism reproduces.  Over a few million years, that non-zero statistical correlation adds up to something very powerful.  It's not a god, but it's more closely akin to a god than it is to snow on a television screen.

In a lot of ways, evolution is like unto theology.  "Gods are ontologically distinct from creatures," said Damien Broderick, "or they're not worth the paper they're written on."  And indeed, the Shaper of Life is not itself a creature.  Evolution is bodiless, like the Judeo-Christian deity.  Omnipresent in Nature, immanent in the fall of every leaf.  Vast as a planet's surface.  Billions of years old.  Itself unmade, arising naturally from the structure of physics.  Doesn't that all sound like something that might have been said about God?

And yet the Maker has no mind, as well as no body.  In some ways, its handiwork is incredibly poor design by human standards.  It is internally divided.  Most of all, it isn't nice.

In a way, Darwin discovered God—a God that failed to match the preconceptions of theology, and so passed unheralded.  If Darwin had discovered that life was created by an intelligent agent—a bodiless mind that loves us, and will smite us with lightning if we dare say otherwise—people would have said "My gosh!  That's God!"

But instead Darwin discovered a strange alien God—not comfortably "ineffable", but really genuinely different from us.  Evolution is not a God, but if it were, it wouldn't be Jehovah.  It would be H. P. Lovecraft's Azathoth, the blind idiot God burbling chaotically at the center of everything, surrounded by the thin monotonous piping of flutes.

Which you might have predicted, if you had really looked at Nature.

So much for the claim some religionists make, that they believe in a vague deity with a correspondingly high probability.  Anyone who really believed in a vague deity, would have recognized their strange inhuman creator when Darwin said "Aha!"

So much for the claim some religionists make, that they are waiting innocently curious for Science to discover God.  Science has already discovered the sort-of-godlike maker of humans—but it wasn't what the religionists wanted to hear.  They were waiting for the discovery of their God, the highly specific God they want to be there.  They shall wait forever, for the great discovery has already taken place, and the winner is Azathoth.

Well, more power to us humans.  I like having a Creator I can outwit.  Beats being a pet.  I'm glad it was Azathoth and not Odin.

 

Part of the sequence The Simple Math of Evolution

Next post: "The Wonder of Evolution"

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I wonder if anyone ever remarked on the seemingly excellent evidence thus provided for Hinduism over Christianity. Probably not.

Well, David Hume did. In the Dialogues Concerning Natural Religion. Although not with a totally straight face.

The best book-long treatise about your points is probably Dawkins' The Selfish Gene. But you probably know that.

I started on The Selfish Gene recently and it is a real revelation. It's going to take a lot of getting used to to think of myself as a "mere" machine to ensure the continuation of my genes. Once humans cease to be special, somehow above and apart from the world that built them you have to start rethinking a lot of your assumptions.

The human retina is constructed backward: The light-sensitive cells are at the back, and the nerves emerge from the front and go back through the retina into the brain. Hence the blind spot. To a human engineer, this looks simply stupid - and other organisms have independently evolved retinas the right way around. Why not redesign the retina?

Some of the biggest jaw dropping comments I hear have to do with taking something that is an obvious flaw and bending over backwards to come up with a reason that it isn't flawed. Instead of saying that old elephants starving is cruel and a flaw* they say that there is a deeper purpose or design that can explain away the cruelty.

Instead of calling out a nasty thing for being a nasty thing they try to claim that our understanding is flawed. and the nasty really isn't all that nasty. This is fuzzy enough on topics like retinas and dying elephants to trick people who don't know much about retinas or dying elephants. But what happens if I point at something like Cerebral Palsy and say, "Explain that!"

The typical next step is to add an intelligent Super Nasty that ruined the perfectly nice world. If we keep pushing Explain we delve into huge swaths of arguments about good, evil, gods, and devils but are still left with hospital wards packed full of children inflicted with Cerebral Palsy. At some point, most people push Ignore. And then their child is born with Cerebral Palsy. It is kind of hard to ignore that. When they complain that something nasty happened, someone nearby tells them that there is a deeper purpose or design.

I can understand why people aren't big fans of this.

And... reading back over my comment I forgot to make the point I going to make and made a different one in its stead. Ah well.

Jacob Stein: Oy Vey, since you insist, here's some evolved watches: http://www.youtube.com/watch?v=mcAq9bmCeR0 (it's about ten minutes long, btw, and a bit slow at the start. But if evolved watches you must have, evolved watches you will get.)

Shameless nitpick: There's nothing wrong with the logic that "radiation causes mutations, so more powerful radiation causes more powerful mutations." If you expose yourself to a thousand rads, you will get a heck of a lot of mutations. The logic breaks down when you expect these mutations to give you super powers, rather than a big mess. It sounds like you've got the superhero logic backwards: people did not look at evolutionary theory, understand it incorrectly, and then hypothesize that superheroes should be an expected outcome. They first made up the superheroes, and then looked for anything which might plausibly explain them.

Maybe predators are wary of rattles and don't step on the snake. Or maybe the rattle diverts attention from the snake's head.

The point of a rattle, as I understand it, is that it's metabolically expensive, and time consuming, to produce poison. A snake that can chase off a dozen threats a day by wagging its tail is much better off probability-of-producing-offspring-wise than one that can only bite and poison three threats before being left defenseless for a few days.

It does leave me wondering what benefits the intermediate mutations provide though, since going from a normal snake tail to a rattle seems like it would take more than one step.

I have observed that more ordinary snakes that have not developed a rattle often vibrate their tail in a similar manner, which often makes a warning buzz that is merely somewhat quieter than a rattlesnake's rattle. So incremental improvements to this rattling mechanism, which started with a regular tail, would just slowly increase the loudness, and thus warning ability, of a snake's tail.

even if poison were cheap, every fight has a risk. better to neither fight nor flee.

Eliezer...

It really bothers you that a mindless, unthinking process is smarter than you, doesn't it.

I wouldn't go that far! But I do think you bias towards Faith in Flawlessness and against anything that involves randomness.

Foxes seem well-designed to catch rabbits. Rabbits seem well-designed to evade foxes... When I design a toaster oven, I don't design one part that tries to get electricity to the coils and a second part that tries to prevent electricity from getting to the coils.

Toasters are designed for simpler problems. When you need to survive overwhelming complexity/unknown unknowns/fog of war, designs relying on Feedback/Checks and Balances often survive where designs without it fail spectacularly. Examples: US founding father's design for a government; various engineering control systems; successful economic systems; protocol about feedback in science.

Human beings fake their justifications, figure out what they want using one method, and then justify it using another method.

Hmm...

A gene that sacrifices one unit of resources to bestow three units of resource on a brother, may promote some copies of itself by sacrificing one of its constructed organisms.

Haha, genes follow UDT!

I've been thinking on eerily similar lines for the past couple days. And then I found out that green-beard effects have actually been found in nature. For something so stupid, evolution sure does some smart stuff.

Selfreferencing, I'm a Bayesian. I assign probabilities, not "believe". I penalize hypotheses by their unshared complexity and update based on evidence. If probabilities come out even, then I don't "suspend judgment", I judge that the probabilities are even, and plan accordingly. It's just as much a belief as anything else, and just as mandatory or prohibited based on a given body of evidence.

Celeriac: Sigh. Gating the flow of electricity and the function of the toaster, is not the same as having two parts at flow with each other. When I open the latch, the power circuits don't try to reroute electricity to the coils, or fuse the latch...

Recovering: Don't know where you're getting the "faith in flawlessness" part. Did you read the part about the retina?

When I design a toaster oven, I don't design one part that tries to get electricity to the coils and a second part that tries to prevent electricity from getting to the coils.

Er, yes you do. There is a latch to hold the contact closed, there is a thermostatic switch to dislodge the latch. It is such with many designed control mechanisms.

When I design a toaster oven, I don't design one part that tries to get electricity to the coils and a second part that tries to prevent electricity from getting to the coils. It would be a waste of effort. Who designed the ecosystem, with its predators and prey, viruses and bacteria? Even the cactus plant, which you might think well-designed to provide water fruit to desert animals, is covered with inconvenient spines.

I understand your point and your examples, but it is wrong to infer that conflicting subsystems are evidence of poor design or no design at all. For instance, in CMOS design of logical ports, we use PMOS(es) to pull-up and NMOS(es) to pull-down the output voltage(s). More generally, when we want to design something able to change its state in a certain state-space, we often put sub-systems which go one against the other and let the contour conditions decide where the balance will be (in the CMOS example, the contour conditions are the input(s) of the logical gate). We as human designers do this a lot, actually.

I agree with all you other points, though.

To actually explain an outcome, you must only be able to make-up-a-plausible-sounding-explanation-for that outcome, and not make-up-a-plausible-sounding-explanation-for zillions of other possible outcomes. Evolution does this, successfully, for millions of species, which is good.

The more actual outcomes a scientific theory explains, the better; the more potential outcomes it could have explained just as plausibly, the worse.

Sorry if this wasn't clear.

Allow me to clarify douglas a bit if I can. Correct me if I'm wrong.

What douglas is (I think) invoking here is a phenomenon called the evolution of evolvability. Essentially the idea is that evolution is not quite as blind or random as pure classical Darwinism would have it, but that it evolves. Evolution evolves, recursively. Lineages that do a better job exploring fitness landscape space do a better job surviving, and so therefore their genes tend to do a better job surviving as well. Evolution therefore favors the emergence of genetic systems that aid evolution.

Competent cells are an example of this. Competence (the ability to take up naked DNA) is likely an evolvability adaptation. Having it turned on in all cells would be disasterous since the entire population would be virus fodder. But having genes in there that cause this phenomenon to happen and having them activate occasionally is good for all genes involved since under stress it greatly increases the likelihood of major discontinuities that might propel the lineage out of a valley in fitness landscape space.

If you want a really far out and extreme take on this, read this:

http://users.tpg.com.au/users/jes999/gencog.htm

Stewart crosses over into evolutionary romanticism on occasion, so I don't buy everything he says. But he does have a grasp of just how big an idea the evolution of evolvability is. I admire visionaries with the courage to write like this, even if some of what they write strays a little into la-la-land. That the price you pay for getting excited about the new. We have far too few of such people these days.

Evolutionary theory with the evolution of evolvability is to classical Darwinism what Einsteinian and Quantum mechanics are to classical Newtonian physics. All the responders are right in that this stuff is a part of modern evolutionary theory, but it's not really a part of "Darwinism." Darwin didn't predict this. Calling modern evolutionary theory "Darwinism" is like calling physics "Newtonism." Darwin was Newton, but evolutionary theory did not end with him.

Now for an annoying Google suggestion: go to scholar.google.com or arXiv and search for "evolution of evolvability" as a phrase.

http://scholar.google.com/scholar?as_q=&num=10&btnG=Search+Scholar&as_epq=evolution+of+evolvability&as_oq=&as_eq=&as_occt=any&as_sauthors=&as_publication=&as_ylo=&as_yhi=&as_allsubj=all&hl=en&lr=

Eliezer- Your point about Darwin having found God --just not the one anybody was hoping for-- is brilliant. The problems evolution poses for religion are obvious, but thats the first time I've seen it framed that way. Great post.

Though one nitpick I would offer: (which might be helpful if you're planning on referencing this post in the future?) Saying your sister shares half your genes is a bit off. If your sister shares only half your genes that would make her something closer to an earth worm or perhaps a house plant (I forget exactly how the commonality of genes among organisms breaks down). I think if you clarify it with 'your sister shares half the genes that differentiate you genetically from the human race', this might be more correct. Or perhaps its that half her DNA is sequenced exactly like yours? Point is, if you're endeavoring to clear up some of the misconceptions about evolution, you might want to be a little more exacting with how you talk about genes.

Eliezer, out of curiousity did you include the Azathoth references because of my earlier comments here or were you already thinking of it?

Mencius Moldbug has also used the idea of an alien's perspective on earth in order to break out of conventional wisdom. In his case it was named Beatrice. I think it was a good idea (I suggested something like it earlier) that he executed poorly.

douglas, I don't think you understand transitional fossils all that well. No Darwinist thinks there's any problem or unexpected gap in the record. Also, some quick googling and wikipediaing didn't turn up anything about a different form of evolution for tubercolosis strain w, provide some links.

DaCracka, Dawkins is not at all pissed off by the Platypus. He makes it one of his high-lighted examples in The Ancestor's Tale.

If you look at the ecosystem as a designed work of art rather than a designed mechanism to accomplish a purpose, rabbits and foxes competing isn't so much of a problem. Still, it's not very plausible; while there is beauty (as humans see beauty) in nature, as a whole there's not much of a consistent aesthetic.

Gotta love that watchmaker analogy. Turns out the human circadian (sleep-wake) rhythm is a little bit over 24 hours long - more like 24:11, so your body is always pushing you to go to sleep 11 minutes later every day. (Thankfully it tends to synchronize with light and darkness, so it doesn't get too far off schedule.) That's some nice watchmaking there, God.

Is that 24:11 a literal figure for every single person, or is it just an average, over a a group of individuals?

Since the day/night cycles vary all around the planet, it would make far more sense, from a design standpoint, to worry more about the synchronization mechanism, than to get the exact sleep-wake rhythm correct.

It isn't literally that for every single person, but assuming you don't have a mutation in your chronobiological genes it is pretty close to that.

People with mutations in various regulatory genes end up with significantly different sleep-wake cycles. The reason that our bodies reset ourselves under sunlight is probably to help correct for our clocks being "off" by a bit; indeed, it is probably very difficult to hit exactly 24 hours via evolution. But 24:11 plus correction lets it be off by a bit without causing a problem.

Good enough is probably better than perfect in this case, both because it means that mutations to the clock are less deleterious (thus those who have mutated clock genes are more likely to survive if they have said adjustment capability, meaning that the adjustment gene is even more strongly selected for) and because it means that we can travel and adjust to new time zones. For most creatures, this doesn't matter, but for creatures which travel long distances, this is a real advantage for staying on the proper day/night cycle.

Eliezer,

You say: "if you can invent an equally persuasive explanation for any outcome, you have zero knowledge."

You'll want to read Quine on this. Quine thought that for nearly any sufficiently large data set there were an infinite number of theories that could accurately explain it. Now, granted, some theories are better than others, but many theories are harder to compare with others. Here are some examples:

Suppose you have three theoretical values: simplicity, coherence, and accommodation of the data. Different parts of a given scientific community may have distinct value rankings; they may consider some values more important than others. As a result, they end up gravitating towards different classes of theories.

Further, different scientists may start trying to explain different parts of the data than other scientists, leading their theorizing to be path-dependent. This may also change outcomes of belief in ways that are not rationally objectionable.

Even without the above two problems, theoretical ambiguities present themselves all the time in scientific and every day belief.

Given these considerations, I think that your statement above must be wrong. Certainly you can have a justified belief in one equally good explanation over another. And if that belief is true, you have knowledge (if you meet the completely inscrutable fourth condition; and nobody knows what it is.).

You seem to think that if two equally good explanations present themselves to us, the proper response is to claim suspend judgment, or at least take one judgment on board tentatively, making no knowledge claim. I'm not sure that's right. It seems like we could be justified in taking either one as justified in that case. And thus if we believe the proposition (we do), it's justified (it is), it's true (it might be), and it's X (don't ask me; ask Gettier), then you know it. Justification, to my mind, doesn't always select the one and only one best option. You seem to think it does, and so if there isn't one best explanation you don't have justification. Is that what you think?

A lot of people, including me, seem to have been brought to this old discussion recently, and I think it's an interesting coincidence that I just today made this comment, which doubles as a response to selfreferencing here.

I would add that "simplicity, coherence, and accommodation of the data" are not independent -- they can all fit into one metric, that of the shortness of the message needed to reproduce the data. Coherence is accounted for by how you have list any contradictions as exceptions to posited rules. Accommodation of the data is accounted for in that you have to reproduce all of the data, via generating algorithm or by restating it. Simplicity, of course, is inherent in the requirement of minimal length.

If evolutionary biology could explain a toaster oven, not just a tree, it would be worthless.

But it can, if you consider a toaster to be an embodied meme. Of course, the evolution that applies to toasters is more Lamarckian than Darwinian, but it's still evolution. Toaster designs that have higher utility to human beings lead to higher rates of reproduction, indirectly by human beings. The basic elements of evolution, namely mutation and reproduction, are all there.

What's interesting is that while natural evolution of biological organisms easily gets stuck in local optima, the backwards retina being an example, artificial evolution of technology often does not, due to the human mind being in the reproductive loop. This is, in part, because we can perform local hill-climbing in the design space after a large potential improvement is introduced, much as described in this article on the use of hill climbing in genetic algorithms. For example, we can imagine making the change to the retina to fix its orientation, and then, holding that change in place, search for improvements in the surrounding design space to make it workable, thereby skipping over poorly designed eyes and going straight to a new and better area in the fitness landscape.

My first comment ever on this site promptly gets downvoted without explanation. If you disagree with something I said, at least speak up and say why.

I am the downvoter, although another one seems to have found you since. I found your comment to be a mixture of "true, but irrelevant in the context of the quote", and a restatement of non-novel ideas. This is admittedly a harsh standard to apply to a first comment (particularly since you may not have yet even read the other stuff that duplicates your point about human designers being able to avoid local optima!), so I have retracted my downvote.

Welcome to the site, I hope I haven't turned you off.

I guess relevance is a matter of perspective. I was not aware that my ideas were not novel; they were at least my own and not something I parroted from elsewhere. Thanks for taking the time to explain, and no, I feel much better now.

you're not really wrong but you're missing the point

I didn't miss the point; I just had one of my own to add. I gave the post a thumbs-up before I made my comment, because I agree with the overwhelming majority of it and have dealt with people who have some of the confusions described therein. Anyway, thanks for explaining.

When someone tells me, 'Nature is cruel and controversial - look how foxes devour hares', I think that the problem is not the particular case of X eating Y, but that everyone eats something. Where is any controversy, if it is in fact the rule?

Also, while I agree with your general idea, you are too gentle in execution. The idea that 'Nature' is really, horribly accidental doesn't come through clearly. You say only the genes matter, and it is just another reduction of the case. People will suspect that if something alive lives in some medium, than the medium must have a say in its evolution (and they might think themselves part of the medium). Try including a story where a volcanic eruption wipes out a patch of unsuspecting lichen. Drama, pointlessness, no anthropization. See if they can muster a similar degree of righteous fury:))

So basically the bottom line I'm getting from this a kind of variant of Occam's Razor: Evolution is unlikely to produce solutions that include complexity or considerations it doesn't need.

Or more specifically, and with an example, there are probably a lot more ways to get to taste buds that give good results in environments and contexts the organism is likely to encounter than ways to get to taste buds that give good results in both environments and contexts that the organism is likely and unlikely to encounter.