“The Gene” doesn’t exist. It’s always a tangled hierarchy of genes plus environment

Maybe I’m obsessing over a tiny bit of language here, but I really believe that the language we use has a large impact on the way we think about things, and thus, the way we go about solving problems. Take the concept of “gene” for example.

Everything I’ve leaned about genetics tells me that there is no clear obvious separation of genes and environment. It’s like the boundary of the Mandelbrot Set.

seepferdseepferdIf you try to untangle the source of something to determine whether it is from genes or environment (nature vs. nurture), you usually fail. And that’s because the interactions of genes with the environment is really like the boundary of the Mandelbrot Set. You can keep zooming in, but you’ll never find the boundary.

And this is fundamental to how nature operates.

Both Environment and Genetic Makeup Influence Behavior

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From Wikipedia:

Nature versus nurture debates assume that variation in a trait is primarily due to either genetic differences or environmental differences. However, the current scientific opinion holds that neither genetic differences nor environmental differences are solely responsible for producing phenotypic variation, and that virtually all traits are influenced by both genetic and environmental differences.


it is rarely productive to talk about a “gene” in the singular. “Genes” is almost always a plural concept. And the reason is because the interaction of genes and environment (the fundamental basis for evolution) goes all the way down to the level of the genes themselves. In other words:

At a Basic Level: Genes are the environment for genes

The way a gene is expressed is influenced by the other genes who take part in the choreography of expression.

I originally learned this from reading Richard Dawkins’ The Selfish Gene. From the point of view of the single gene, being the most atomic unit of selection, EVERYTHING other than itself…constitutes the environment. That includes other genes.

So, when you hear a science writer claiming that “Researchers determine that there is no ‘math gene’…”, you should conclude that the author is (1) correct, and (2) ignorant about biology.

Of course there is no math gene. Math skill (or any skill) grows out of a tangled interaction of inherited instinct (genetic makeup) and environmental factors (experience, learning, outside influences). The “nature vs. nurture” debate is counter-productive. The question should not be about determining which is the cause. It should be about determining the way these two factors come together to continually bring the natural world into being.

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Because it’s a tangled hierarchy of influences, people get uncomfortable. Science is supposed to untangle these things, right? Not always. Science can help us understand that tangled hierarchies are actually the norm. That’s nature.

This is not to say that there are no culprit genes for certain diseases or observable traits. They do in fact exist in certain cases. For instance: there do exist “single gene disorders“. But these are usually mutations – deviations of an otherwise natural situation.

John Oliver recently made a compelling rant against science journalism, and how perfectly valid science often gets trivialized, simplified, and even rendered false…for mass consumption.

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There is no single bullet theory in nature. Science writers should spend less time looking for a simple story to catch people’s eye with a punchy headline. Nature is complex…like the Mandelbrot Set. And that’s awesome.

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Science writers who say machines have feelings…lack intelligence.

I saw an article by Peter Dockrill with the headline, “Artificial intelligence should be protected by human rights, says Oxford mathematician”.

The subtitle is: “Machines Have Feelings Too”.

Regarding the potential dangers of robots and computers, Peter asks: “But do robots need protection from us too?” Peter is apparently a “science and humor writer”. I think he should stick with just one genre.

Just more click-bait.

There are too many articles on the internet with headlines like this. They are usually covered with obnoxious, eye-jabbing ads, flitting in front of my face like giant colorful moths. It’s a carnival – through and through.

I could easily include any number of articles about the “terrifying” future of AI, “emotional machines”, “robot ethics”, and other cartoon-like dilutions of otherwise thoughtful well-crafted science fiction.

Good science fiction is better than bad science journalism.

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Here’s Ben Goldacre:

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Now, back to this silly subject of machines having feelings:

Some of my previous articles express my thoughts on the future of AI, such as:

No Rafi. The Brain is not a Computer

The Singularity is Just One in a Series

Why Nick Bostrom is Wrong About the Dangers of Artificial Intelligence

Intelligence is NOT One-Dimensional

homunculusbI think we should be working to fix our own emotional mess, instead of trying to make vague, naive predictions about machines having feelings. Machines will – eventually – have something analogous to animal motivation and human states of mind, but by then the human world will look so different that the current conversation will be laughable.

Right now, I am in favor of keeping the “feelings” on the human side of the equation.

We’re still too emotionally messed up to be worrying about how to tend to our machines’ feelings. Let’s fix our own feelings first before giving them to our machines. We still have that choice.

And now, more stupidity from Meghan Neal:

“Computers are already faster than us, more efficient, and can do our jobs better.”

Wow Meghan, you sure do like computers, don’t you?

I personally have more hope, respect, and optimism for our species.

In this article, Meghan makes sweeping statements about machines with feelings, including how “feeling” computers are being used to improve education.

The “feeling” robots she is referring to are machines with a gimmick – they are brain-dead automatons with faces attached to them. Many savvy futurists suggest that true AI will not result from humans trying to make machines act like humans.  That’s anthropomorphism. Programming pre-defined body language in an unthinking robot makes for interesting and insightful experimentation in human-machine interaction. But please! Don’t tell me that these machines have “feelings”.

Screen Shot 2016-07-09 at 3.44.18 PMThis article says: “When Nao is sad, he hunches his shoulders forward and looks down. When he’s happy, he raises his arms, angling for a hug. When frightened, Nao cowers, and he stays like that until he is soothed with some gentle strokes on his head.”


Pardon me while I projectile vomit.

Any time you are trying to compare human intelligence with computers, consider what Marvin once said:

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