All posts by DaktaMaik

Do Chimpanzees Have Dialects?

I grew up speaking English, first in Minnesota, then in central Illinois. On visits back to Minnesota, friends teased me for having a “southern” accent, like when I described a gar fish as looking “right like an alligator.” I encountered other varieties of English when we moved to Indiana — twangier than the downstate Illinois drawl — and when I went to college in Chicago. But these varieties of American English paled in comparison to what I encountered in Britain, when I spent a year as an exchange student at Cambridge University. As a fan of British television shows (Monty Python, Doctor Who, David Attenborough) and music (the Beatles, Pink Floyd), I expected to understand what people were saying. It turned out to be much trickier than I expected. Instead of the Received Pronunciation of BBC broadcasts, I encountered rapid speech with unfamiliar slang (“naff,” “grotty,” “phoar!”), new vocabulary words (“bog,” “crisps,” “snog”), expressions (“over the top,” “get off with,” “taking the mickey”), with consonants often ghosted as glottal stops. And there wasn’t just one variety to learn. People from different cities, regions, islands and social classes all spoke differently. Chris from Birmingham (“Brum”) spoke in a rapid series of unintelligible words and knowing looks that often left me completely baffled. 

Different varieties of languages – dialects – likely emerge as an inevitable consequence of cultural evolution. People learn their home language from their parents, but they don’t learn it exactly the same. They add new words and phrases and ways of speaking that they pick up from their friends, and in the modern world, other sources like books, television, and the internet. As these differences accumulate, ways of speaking diverge. Descent with modification leads to the formation of new languages, just as in biology it produces new species.

Do other animals have dialects? Peter Marler, a pioneer in the study of animal behavior, demonstrated that some animals do. Songbirds have two main categories of calls: short, simple calls for everyday use, such as predator alarm calls, and more elaborate songs, mostly used during the mating season. Birds sing to defend territory, attract mates, and once mated, to communicate with their partner. Over the course of a long career, Marler conducted an elegant series of field studies and laboratory experiments, demonstrating that in species such as white-crowned sparrows, songs must be learned. A sparrow raised in isolation produces abnormal songs, but if he hears recordings of songs while growing up, he produces a normal song. Because sparrows learn their songs, local variants emerge and gradually change over time, producing regional dialects (Marler, 1970). (Here’s a video describing recent work on dialects in white-throated sparrows.)

Subsequent studies found evidence of such ability to modify calls — vocal learning — in some other species. Humpback whales, for example, sing long, complicated, haunting songs during their mating season. Like in sparrows, males do most of the singing. Whale songs vary not just by region, but also by year. In a given year in Hawaiian waters, male humpbacks sing songs that closely resemble one another, but which differ from what the whales are singing off the coast of Australia — and which also differ from last year’s favorite styles in Hawaii (Mercado et al., 2004). 

Do species more closely related to humans, such as chimpanzees, show any evidence of vocal learning and dialects?

Marler pioneered the study of primate communication as well as birdsong. He visited Gombe National Park, Tanzania, in 1967, where he carried out the first modern field study of chimpanzee vocal communication. Based on his recordings from Gombe, Marler identified a set of 13 basic calls for chimpanzees. He also found that chimpanzee calls generally resembled those of gorillas (Marler, 1976). The similarity of calls among these apes suggests they are mainly under genetic control, rather than learned. However, John Mitani, working as a post-doctoral researcher with Marler, found some evidence for dialects in chimpanzee pant-hoot calls (Mitani et al., 1992). 

When Jane Goodall gives public talks, she often begins by giving a pant-hoot: a loud call that begins with soft hoos, followed by grunts, barks or screams, and often ends with grunts again. (Jane usually leaves out the screams, though, as she thinks those sound too aggressive.)

Spectrogram of chimpanzee pant-hoot call, from Desai et al. (2022)

Pant-hoots are loud, and enable chimpanzees to communicate over long distances through the forest. Mitani recorded pant-hoots from chimpanzees at Mahale Mountains, some 160 km south of Gombe, and compared them to Marler’s recordings of pant-hoots from Gombe. Analysis revealed some subtle differences: Mahale chimpanzees produced shorter grunts at a faster rate than Gombe chimpanzees, and produced pant-hoots with higher-pitched screams (Mitani et al., 1992). Later studies reported similar geographic variation in calls among groups of captive chimpanzees (Marshall et al., 1999), between chimpanzees in Uganda and Tanzania (Arcadi et al., 1996), and among communities of chimpanzees at Taï Forest in Côte d’Ivoire (Crockford et al., 2004). 

The idea that chimpanzees have distinct pant-hoot calls is an intriguing one. Moreover, the study led by Cathy Crockford (2004) reported that neighboring communities differed from one another more than they did from more distant communities. This suggested that chimpanzees produced calls that announced their community membership to other chimpanzees. This would make sense, given the hostile relations between chimp communities. A pant-hoot call would function like a sports team uniform or national flag, announcing the caller as a member of team Mitumba or Kasekela. Perhaps vocal learning evolved in our own ancestors in response to selection pressure from intergroup aggression?

As a graduate student, I conducted a series of playback experiments with chimpanzees in Kibale National Park, Uganda (Wilson et al., 2001). I used recordings that Mitani had made of chimpanzees from Mahale. In each experiment, I played back a single pant-hoot from a Mahale chimp from a speaker hidden hundreds of meters from Kibale chimpanzees. This single simulated intruder provoked an immediate and striking response. If the listening party consisted only of females, they silently climbed down from the tree where they had been resting or feeding and moved off in the opposite direction. If one or two males heard the call, they stayed silent, and either stayed in place, looking towards the source of the call, or slowly approached the speaker. If three or more males heard the call, though, they immediately gave a loud vocal response and rapidly approached the speaker, as if they were looking for an intruder to attack. So chimpanzees can clearly tell friend from foe by their voice. But were they responding to differences in dialect? Or just differences in familiar versus unfamiliar individuals?

As Mitani and his team continued to analyze calls from different chimpanzee sites, though, they dialed back on claims of dialects. When Mitani began recording calls at Kibale, he found that chimpanzees in Kibale do produce pant-hoots with build-up elements, despite the previous report that they don’t (Mitani et al., 1999). They also found that much of the variation in acoustic structure occurred within individuals, rather than between communities. 

So, do chimpanzees have dialects or not? In an effort to answer this question, I worked with my graduate student, Nisarg Desai, and a team of Tanzanian field assistants to record and analyze chimpanzee vocalizations. Team members followed chimpanzees through the forest, carrying a hand-held “shotgun” microphone and a digital recorder, recording as many calls from each individual as possible.

Three researchers at Gombe National Park, Tanzania
The Chimpanzee Dialects Project team at Gombe: Nasibu Madubmi, Hashimu Salala, and Nisarg Desai.

When Nisarg analyzed the data, he found that individuals varied a lot in the calls, but community membership explained little of the variation between the calls. Analyzing calls that Pawel Fedurek had recorded in Kibale, Nisarg again found lots of variation among individuals, but no clear geographical variation (Desai et al., 2022)

Acoustic analyses from Desai et al (2022). Pant-hoots from the different communities showed lots of overlap in their acoustic features.

Based on Nisarg’s findings, and on the subtle differences reported from other studies, I’m inclined to think that chimpanzees do not have dialects after all. Chimpanzees and other apes may yet prove to have some limited capacity for vocal learning. But any such capacities in nonhuman apes pale in comparison, not just to humans, but also to many birds and whales in terms of vocal learning. This aspect of language seems to have emerged only after our ancestors diverged from the Pan-human ancestor.

Figure showing results from acoustic analysis of chimpanzee pant-hoot calls.
Most of the variation in acoustic features occurred among individuals within communities, rather than between communities. (Desai et al., 2022)

All of this raises questions about what promotes vocal learning in other species, and whether similar factors promoted vocal learning in human ancestors. To be continued!

Researcher with chimpanzees
Nisarg Desai with chimpanzees Sandi, Ferdinand, and Siri at Gombe National Park, Tanzania

References

Arcadi, A. C. (1996). Phrase structure of wild chimpanzee pant hoots: patterns of production and interpopulation variability. American Journal of Primatology, 39(3), 159-178.

Crockford, C., Herbinger, I., Vigilant, L., & Boesch, C. (2004). Wild chimpanzees produce group‐specific calls: a case for vocal learning?. Ethology, 110(3), 221-243.

Desai, N. P., Fedurek, P., Slocombe, K. E., & Wilson, M. L. (2022). Chimpanzee pant‐hoots encode individual information more reliably than group differences. American Journal of Primatology, e23430.

Marler, P. (1970). Birdsong and speech development: Could there be parallels? There may be basic rules governing vocal learning to which many species conform, including man. American scientist, 58(6), 669-673.

Marler, P. (1976). Social organization, communication and graded signals: the chimpanzee and the. Growing Points Ethology, 239.

Marshall, A. J., Wrangham, R. W., & Arcadi, A. C. (1999). Does learning affect the structure of vocalizations in chimpanzees?. Animal behaviour58(4), 825-830.

Mercado, E., Herman, L.M. & Pack, A.A. Song copying by humpback whales: themes and variations. Anim Cogn 8, 93–102 (2005). https://doi.org/10.1007/s10071-004-0238-7

Mitani, J. C., Hasegawa, T., Gros‐Louis, J., Marler, P., & Byrne, R. (1992). Dialects in wild chimpanzees?. American Journal of Primatology27(4), 233-243.

Mitani, J. C., Hunley, K. L., & Murdoch, M. E. (1999). Geographic variation in the calls of wild chimpanzees: a reassessment. American Journal of Primatology: Official Journal of the American Society of Primatologists, 47(2), 133-151.

Wilson, M. L., Hauser, M. D., Wrangham, R. W. 2001. Does participation in intergroup conflict depend on numerical assessment, range location, or rank for wild chimpanzees? Animal Behaviour 61(6): 1203-1216. https://doi.org/10.1006/anbe.2000.1706

Gombe Chimpanzees, Yellowstone Wolves, Agent-Based Models, and the Benefits of Larger Territory Size

12 August 2022

I’m very happy to announce the publication of a new paper from our lab, led by newly minted Ph.D., Dr. Kristy Crouse.

Work on this paper began back in August, 2012, when Kristy emailed me, asking for advice about graduate studies. Kristy had recently earned her bachelor’s degree from the University of Minnesota, where she had taken pretty much all of the classes I had taught over the past two years. When we met, she said, “I have a background in Anthropology and Computer Science. Is there anything I can do with that?” I had some ideas. We began meeting together to discuss them, together with Clarence Lehman, an ecologist who also has a professional background in computer science.

At the time, I had started to compile data on lethal aggression in chimpanzees. Male chimpanzees defend group territories. There are some obvious benefits to having a larger territory. Perhaps the most obvious benefit is that, all else being equal, a larger territory should have more fruiting trees, shrubs, and vines, providing more food for chimpanzees to eat. Analysis of long-term data from Gombe had found that when the territory size was larger, chimpanzees traveled in larger parties, and females reproduced more quickly (Williams et al., 2004). Controlling for age and reproductive state, individuals weighed more when the territory was larger (Pusey et al., 2005).

Another benefit of large territory size occurred to me. Chimpanzees are most likely to meet their neighbors along the periphery of their range. Geometrically, as the territory increases in size, the perimeter increases linearly, while the area of the territory increases by the square of the radius. As a result, with increasing territory size, the periphery should constitute an increasingly smaller proportion of the total range. If intergroup killings occur mainly in the periphery, and the periphery constitutes a smaller proportion of larger territories, then larger territories should provide an additional benefit: more safe area within the territory. As a result, overall risk of death from intergroup aggression should be smaller in larger territories.

An illustration of the conceptual model with small (a) and large (b) square territories.


Another consequence of this occurred to me. If mortality from intergroup aggression is lower in larger territories, then females should have higher fertility. Chimpanzees tend to kill male rivals more often than females, but they do sometimes kill females from other communities. More importantly, attackers often kill the infants of females from neighboring communities. In a larger territory, females should suffer fewer such losses, and so be able to produce more offspring. About half of these will be males, who stay in their birth community and add to the ranks of territorial males. With increased production of male defenders, chimpanzees in larger territories should be increasingly able to win intergroup battles, and thus further increase their territory size. A virtuous cycle would therefore ensue: larger territories reduce intergroup mortality, leading to higher female fertility, leading to faster production of male defenders, leading to greater odds of winning intergroup fights, resulting in larger territories. The rich would just keep getting richer, until some other factor, such as infighting within the group, led to a change, such as a group fission.

The geometry seemed simple enough. But would it hold up in reality? Real territories are not perfect circles. Intergroup killings could take place anywhere, not just along the periphery. We could test the model empirically with data, but good long-term data on such systems are scarce, and sample sizes are bound to be small. This seemed an excellent system to test using agent-based computer models.

Kristy set to work on the project, and soon developed a working model. She created artificial chimpanzees that lived in color-coded territories. They roamed their virtual landscape, and beat up on any neighbors they encountered.

Snapshot of a LethalGeometry simulation.

And sure enough, analysis of the resulting data indicated that per capita intergroup mortality was higher in smaller territories.

Results from the agent-based model


In February, 2013, I presented on this model to the Behavior Group in the Department of Ecology, Evolution and Behavior in Minnesota. In addition to describing results from Kristy’s modeling, I also analyzed data from multiple chimpanzee study sites, collated for another paper (Wilson et al., 2014). Both the empirical data and the modeling data were consistent: individuals in larger territories experienced a lower risk of intergroup mortality.

This seemed to have implications for human societies as well. In a world of hostile neighbors, killing is most likely to occur along the edges of territories, where invaders first encounter defenders. Over historical time, the maximum size of territories has increased, from the home ranges of hunter-gatherers, to the city-states of early agricultural societies in places like Mesopotamia, to the empires that gradually grew and swallowed up those city-states. Are people living within empires safer than people living in smaller states, or in hunter-gatherer societies? Does the virtuous cycle of reduced mortality and increased fertility support the growth of empires?

Kristy applied to graduate school, and I began serving as her co-advisor, along with Clarence. In 2014, while I was on sabbatical at the University of Montpellier in the south of France, Clarence visited with me. We talked about this project we had been working on with Kristy. It seemed like with just a bit more work, we could wrap the paper up and submit it for publication.

Once Kristy started grad school, though, coursework and teaching and grant proposal writing and other pressing matters demanded her time. Moreover, Kristy wasn’t satisfied with her model. She saw ways she could do things more elegantly, so she continued to tinker with it. Work continued on the paper, and graduate student Nisarg Desai joined to help with statistical analysis. Finally, in the fall of 2019, Kristy submitted the manuscript to a high-profile journal. The editor rejected it almost immediately, without sending it out for review. This was discouraging. Kristy set the paper aside for a while to focus on her dissertation research.

We eventually developed the paper in two new ways.

First, we recruited additional collaborators to provide more empirical data. Kira Cassidy had published some very nice work on intergroup aggression in wolves, which parallel chimpanzees in many ways: they defend group territories, and have high rates of intergroup killing (Cassidy et al., 2015). I knew Kira from having served on her master’s thesis committee. I contacted her and asked if she would be interested in collaborating on this comparison with chimpanzees and virtual agents. She agreed, and brought in Erin Stahler, another biologist working on the Yellowstone wolf project.

Second, Kristy was becoming increasingly interested in a fundamental problem of agent-based models. How do you know that the model is doing what it is supposed to do? Every model is a simplified view of something more complex; an abstraction from reality, an approximate match to the real system. As British statistician George Box famously said, “All models are wrong, but some models are useful.” How do you know whether a model you have created is useful?

Other researchers in agent-based modeling and suggested methods for developing models to ensure the they match the target system sufficiently well to provide useful information about that system. How exactly to follow those suggestions, however, was not always clear from the existing literature. So Kristy took our paper as an opportunity to explore these issues in more detail. We had a simple geometrical model, an agent-based model, and two sets of empirical results from different species. These different sets of information provide ways to check one another, to give us more confidence that what we are modeling applies to real-world systems.

We submitted this revamped version of the paper to Ecological Modelling, where it has now been published.

We hope this paper will be useful to others, both for those interested in further exploring the impacts of territory size on mortality and those seeking to develop agent-based models of other systems. 


References

Box, G. E. (1976). Science and statistics. Journal of the American Statistical Association71(356), 791-799.


Cassidy, K. A., MacNulty, D. R., Stahler, D. R., Smith, D. W., & Mech, L. D. (2015). Group composition effects on aggressive interpack interactions of gray wolves in Yellowstone National Park. Behavioral Ecology26(5), 1352-1360.

Crouse, K. N., Desai, N. P., Cassidy, K. A., Stahler, E. E., Lehman, C. L., & Wilson, M. L. (2022). Larger territories reduce mortality risk for chimpanzees, wolves, and agents: Multiple lines of evidence in a model validation framework. Ecological Modelling471, 110063. https://doi.org/10.1016/j.ecolmodel.2022.110063

Pusey, A. E., Oehlert, G. W., Williams, J. M., & Goodall, J. (2005). Influence of ecological and social factors on body mass of wild chimpanzees. International Journal of Primatology26(1), 3-31.

Williams, J. M., Oehlert, G. W., Carlis, J. V., & Pusey, A. E. (2004). Why do male chimpanzees defend a group range?. Animal behaviour68(3), 523-532.

Wilson, M. L., Boesch, C., Fruth, B., Furuichi, T., Gilby, I. C., Hashimoto, C., … & Wrangham, R. W. (2014). Lethal aggression in Pan is better explained by adaptive strategies than human impacts. Nature513(7518), 414-417.



To End War, We Need to Understand Its Origins, Evolution and Causes


Michael L. Wilson and Richard W. Wrangham

Embed from Getty Images

In a recent opinion piece for Scientific American, John Horgan writes “Ending war won’t be easy, but it should be a moral imperative, as much so as ending slavery and the subjugation of women. The first step toward ending war is believing it is possible.” As part of his argument he declared that “far from having deep evolutionary roots, [war] is a relatively recent cultural invention.” We cherish the goal of ending war, but regard the claim of war being independent of our evolutionary past as unjustified, irresponsible and improbable. It is possibly based on a misunderstanding of what it means for a behavior to have evolutionary roots, but regardless of its derivation, we see it as dangerous. The problem is that if Horgan’s view prevails, we close our minds to potentially important contributions towards understanding the causes of wars.

Like any other sane individual aware of the power of nuclear weapons, we of course agree that is desirable to reduce major wars to zero. We consider this goal to be part of the “possibilist agenda” —  an approach that begins by ruling out what is impossible, given the laws of the universe, rather than pessimistically focusing on what results are most probable to occur. 1  Is ending war possible? Well, we don’t know of any laws of physics, or even principles of evolutionary biology, that would make it impossible to end war. The task before us remains finding the best means to achieve this goal. This includes gaining a clear, scientific understanding of what war is, what its causes are, and what factors can prevent it.

There are reasons for optimism. The examples Horgan cites shows that extended peace is a reasonable possibility, given that wars have been absent for decades in parts of the world. As Stephen Pinker described in exhaustive detail in his 2011 book, The Better Angels of Our Nature, deaths from international warfare declined steeply after 1945. Many of the richer countries that formerly engaged in long and bitter wars with one another — the United States, Japan, Germany, France, England — are currently closely allied in long-term friendships. The United States and Canada, for example, haven’t fought each other in earnest since the War of 1812, and as each other’s largest trading partners, benefit greatly from trading rather than invading. At the same time, the rise of authoritarian and nationalistic leaders worldwide, and events such as Russia’s invasion of Ukraine, provide reasons for concern. 

We also agree that much about war involves “relatively recent cultural inventions.” Certainly contemporary weapons are entirely different from those used by the hunter-gatherers of Nataruk, Kenya, 10,000 years ago to execute their enemies, or by the several hunter-gatherer societies of India’s remote Andaman Islands who lived in permanent war with each other. Equally novel are the hierarchies that give leaders power to order warriors into battle, and the military training that promotes efficient tactics, and ideologies that encourage self-sacrifice even to the point of suicide, and the assembly of huge armies. There are many such novelties. But so what? They cast no direct light on the question of the antiquity of war, or more importantly on the question of whether the possible practice of lethal intergroup aggression by our remote ancestors has left a legacy in the human psyche.

Whether war has deep evolutionary roots remains an unsettled topic, contrary to Horgan’s assertions. For example, Horgan links to his 2016 blog post, in which he describes a study led by Hisashi Nakao of skeletal trauma in hunter-gatherers living in Japan 12,000 to 2,800 years ago, which reports that only a small proportion of skeletons showed evidence of violent death. However, as noted in a 2020 review by Mark Hudson and colleagues, “[i]ndividual finds of arrowheads embedded in human bones and other similar, clear-cut traces of violence have long been known in Japan as elsewhere.”  Although Nakao and colleagues consider their findings to represent a low rate of violence,  their sample includes cases of “blunt force injuries to the cranium and embedded stone and bone projectile points in the post-crania with no signs of healing – providing a prevalence of 1.8 per cent of adults dying violently.”   


Do these data indicate a high or low rate of death from violence? The actual rate of deaths from violence is difficult to determine from archaeological evidence alone: not all deadly violence damages bones, and only a fraction of deaths end up in the archeological record. But if we take the rate of 1.8% adult deaths from violence at face value, this is about 2.5 times the rate of death from homicide in the United States in 20202, a year marked by a dramatic increase in violence. What does this tell us about the evolutionary roots of war? It provides additional evidence that people in prehistory faced a threat of death from violence, but also provides additional evidence that rates of violence vary across space and time, for reasons that are worth exploring further. 


For anyone seriously interested in understanding the causes of war many other kinds of evidence are thought-provoking. Warfare is documented among hunter-gatherers in every inhabited continent, and was especially prominent where the neighbors were also hunter-gatherers rather than dominant farmers. Chimpanzees, our evolutionary cousins, practice a form of intergroup aggression that is strikingly similar to the hit-and-run aggression characteristic of human small-scale societies. In chimpanzees and in humans the initiators and the victims of lethal intergroup aggression are overwhelmingly males. In both species, males are more aggressive than females, a difference that starts long before maturity.

Why are chimpanzees and humans two of the few species of mammals that regularly take advantage of opportunities to kill members of neighboring groups? Are the reasons wholly different in the two species, or do they share some aspects of motivation and explanation, in which case, what are they? To rule out such questions is unworthy of an essay in a scientific journal. They concern topics being actively explored in behavioral ecology, evolutionary psychology and the neurosciences, among other areas.

There is much to learn, but we believe that some current hypotheses are helpful. One is that warfare has evolved from the human ability for proactive aggression. Proactive aggression involves making plans to attack vulnerable victims using overwhelming power, a practice followed by chimpanzees and humans. It benefits the aggressors by leading to increased territory size, or greater safety. Importantly, however, proactive aggression is very predictably inhibited when potential victims turn out to be sufficiently well defended that the aggressors risk getting hurt. Thus, even though proactive aggression is reined in for most of the time, it pays dividends under some circumstances; and human brains are likely very sensitive to such assessments. Would Russia have dared to invade Ukraine in 2014, much less escalated its attack in 2022, if NATO had accepted Ukraine’s application to join in 2008?

The challenge of preventing major wars is mainly undertaken by politicians and lawyers, but we think that every contribution might help. If a deep legacy of using coalitionary proactive aggression has left its mark on the human psyche, what does that mean for differences in war motivation between men and women? Or for how war leaders perceive the costs of wars in which they are directors rather than participants? Or for the point at which leaders will perceive the benefits of peace as outweighing the costs of war? Or for how individuals categorize others as friend or foe? Is it possible that the psychological mechanisms for evolutionarily-based risk assessments are predictably affected by certain medicines that could make leaders more or less risk-prone? If so, we should all be especially alert to a leader’s ailments. To ignore such questions is to bury one’s head in the sand.

Retaining an open mind about the etiology of war is surely the wisest course in a world still threatened by major conflict, despite the many institutional efforts, from the UN down, to control it.

Additionally, whether war has deep roots in our psyches, or is a recent invention like agriculture and empires, evolutionary game theory suggests that in looking to the future, we need to consider, not just our hopes and dreams, but also the strategies available to all players in the game. Players don’t act in a vacuum: they act in a world of competing strategists. We may prefer to plan for peace rather than war, but if other players pursue war as a strategy, we must either prepare to oppose them, or be defeated by them.

Russia might one day fulfill its promise of becoming a Canada to Europe and Asia: a peaceful, prosperous neighbor to the north. In the meantime, however, Russia’s leaders remain trapped in a zero-sum view of the world, seeing neighboring states more as opportunities for conquest than commerce. 

As an example of a fatalism that will lead to more war, Horgan offers this quotation from Kaja Kallas, the prime minister of Estonia: “Sometimes the best way to achieve peace is to be willing to use military strength.” People living in Estonia, however, have bitter historical experience with being invaded and occupied. If you live next door to Putin’s Russia, rather than Trudeau’s Canada, the best way to prepare for peace may indeed be to prepare for war. International peace will not be achieved by simply giving in. Peace among nations surely requires making the costs of war so high that when appeals to law or morality fail, potential aggressors recognize that it is in their own best interests to find a constructive solution.

References

Horgan, J. (2016, April 4). Japanese study deals another blow to deep-roots theory of war. Scientific American Blog Network. Retrieved May 12, 2022, from https://blogs.scientificamerican.com/cross-check/japanese-study-deals-another-blow-to-deep-roots-theory-of-war/ 

Horgan, J. (2022, April 27). Will war ever end? Scientific American. Retrieved May 12, 2022, from https://www.scientificamerican.com/article/will-war-ever-end/ 

Hudson, M., Schulting, R., & Gilaizeau, L. (2020). The Origins of Violence and Warfare in the Japanese Islands. In G. Fagan, L. Fibiger, M. Hudson, & M. Trundle (Eds.), The Cambridge World History of Violence (The Cambridge World History of Violence, pp. 160-178). Cambridge: Cambridge University Press. doi:10.1017/9781316341247.009

Nakao, H., Tamura, K., Arimatsu, Y., Nakagawa, T., Matsumoto, N., & Matsugi, T. (2016). Violence in the prehistoric period of Japan: The spatio-temporal pattern of skeletal evidence for violence in the Jomon period. Biology Letters (2005), 12(3), 20160028.


  1.  “Following the possibilist agenda means working tirelessly to imagine both possibilities and impossibilities and then laying plans to arrange events so that the desirable can be realized and the undesirable avoided—working to avoid unintended consequences. In this way, by superposing such thoughts onto recognized physical–biological–social problems of the world . . . seemingly intractable problems may have possibilist solutions.”  PNAS []
  2. Proportion of deaths in the United States from homicide = 0.73% in 2020, based on 24,576 homicide deaths and 3,358,814 total deaths []

Dinosaur Love Songs

The conceptual lenses of evolution completely transform how we see the world.

For example, without thinking about things from an evolutionary perspective, a walk through my neighborhood on a morning in May is pleasant enough, but not particularly dramatic. Elm trees, oaks and maples stand along the boulevard, limbs stretched overhead to make the street a green tunnel, the blue sky barely visible beyond the canopy of leaves.

Elm tree competing with other trees for a patch of sunlight.
Elm tree reaching up for a patch of sunlight.

Honeybees and butterflies visit the irises blooming in the garden. A little black-capped chickadee perches for a moment on a branch above the birdhouse and opens his beak to sing his song, joining the chorus of that fills the morning air.

Looking at this peaceful scene through the lenses of evolution, though, reveals that this tiny little chickadee is a dinosaur. We know now that the dinosaurs didn’t disappear; in fact the number of living dinosaur species (10,000 or so) greatly exceeds the number of mammals (not quite 6,000). This chickadee, like all other birds, is a theropod dinosaur, distant kin to Tyrannosaurus rex. The more we learn about dinosaurs, the more we learn how much like birds they were.  While it’s hard to be certain about the soft tissue, physiology and behavior of long extinct animals, various lines of evidence suggest that, like this chickadee, Tyrannosaurs was a feathered biped with a four-chambered heart, possibly with warm blood in its veins, and (perhaps) a devoted parent.

Poecile atricapillus successfully lured to the dinosaur feeder.
Poecile atricapillus successfully lured to the dinosaur feeder.

The song the chickadee is singing is no idle amusement to pass away the time. It is a matter of utmost importance to him. He sings to claim this territory as his own, to keep all rival males at bay. And why does he care so much this territory? Because this bit of yard and trees will be the home for him and his wife, the mate he seeks to woo with his song. The morning air resounds with the love songs of dinosaurs.

The flowers blooming in the garden and on the lawn are lovely in their own right. But viewing them through the lenses of evolution, we see that, like the songs of birds, they are all about sex. Each flower is a cunningly designed sex organ. The irises growing in the garden have large intricate blooms, with deep purple or yellow petals shading the male and female sex parts within: the female pistil, and the stalks of male stamens. Like the songs of birds, flowers are designed to attract mates. But flowers don’t have eyes, and they can’t move, so in order to mate, they lure other species to help them. While we humans find the vividly colored petals attractive, the iris is really aiming its message at the eyes of bees.

Landing platform for sex workers.
Landing platform for sex workers.

The bottom petal of the iris is an exquisitely designed landing platform for bees. A pattern of colors – likely including colors that bees but not humans can see, in the ultraviolet spectrum – guides the bees down a tunnel into the heart of the flower. There the iris provides the bee with a meal of nectar, while coating the bee with pollen as she sips her meal in the snug chamber. Each grain of pollen protects a cell that will give rise to two sperm cells. Dusted with flower sperm, the bee exists the chamber and flies off to another flower, playing its role in an interspecies ménage-a-trois.

Bumblebee sipping nectar from a bleeding heart flower.
Bumblebee sipping nectar from a bleeding heart flower.

The elms, oaks and maples whose boughs shade the street in green light seem peaceful enough. But viewed through the lenses of evolution, we can see that these trees are fighting a long, slow battle. Each tree is growing as fast as it can to reach the sun. Each tree has many enemies: the caterpillars that eat the leaves; the Dutch elm disease that gnaws at their roots; the summer storms that break their limbs. But no enemy is a more bitter rival than its neighboring trees. Each tree is fighting a slow struggle to reach the sun first, to spread their limbs wide and cover their enemy trees in the darkness of their shade. And why do these trees care so much for the sun?

The sun is life, their source of energy. Each tree is a solar powered sugar factory, holding thousands of flexible green solar panels up to the sky. Shade is death. The tree must grow high above the neighboring trees to reach the sun.

And why must the trees make sugar? So they can make babies. These trees have spent the spring having sex and making babies. Unlike irises and dandelions, though, these trees don’t rely on other species to have sex for them. Instead, they have sex with the wind, releasing their pollen into the air. Not long ago, the greenish yellow dust of tree sperm covered every surface outside: the sidewalks, parked cars, porches, and grills. Now the world is covered with the resulting babies: tree embryos in tiny packages. Some of them have wings: the helicoptering seeds of maples, or the tiny flying discs of elms. Floating in the breeze, and choking the grill of the air conditioner, are the tiny fluffy seeds of cottonwood trees. These trees, growing to giant size along the Mississippi floodplain, make the tiniest seeds, each suspended by a parachute of fluff.

Azalea sex parts. A bit of fluff from a cottonwood seed clings to a flower on the left, and an elm seed is lodged between two other flowers.
Azalea sex parts. A bit of fluff from a cottonwood seed clings to a flower on the left, and an elm seed is lodged between two other flowers.

Year after year, each of these trees makes thousands or millions of seeds. And almost every single one of these seeds will die before it becomes a tree, eaten by birds or squirrels, washed down the gutter to the storm sewer, dissected by children curious about what’s inside a maple helicopter. A fortunate few will land on soil where they can take purchase and sprout – only to be plucked by weeding gardeners, or eaten by rabbits or deer. Only a tiny fraction of all this abundant mass of seeds will ever grow into trees big enough to make seeds of their own.

A pile of doomed elm embryos.
A pile of doomed elm embryos.

Close-up of elm seeds, showing their cunning little hooks for clinging onto seed dispersers. The seed on the right appears to have been killed already, perhaps by a predator.
Close-up of elm seeds, showing their cunning little hooks for clinging onto seed dispersers. The seed on the right appears to have been killed already, perhaps by a predator.

Viewing the world through the lenses of evolution help us see that what seems to be a quiet city street is actually an unfolding drama of sex and violence: seductive flowers, battling trees, and dinosaur love songs.

Filoha Birds

Some years ago, I learned that one of the keys to happiness is birding. I was serving as a lecturer on a tour of parks and game reserves of southern Tanzania. We went to some amazing places — but the people devoted to spotting mammals were often unhappy. The woman who desperately wanted to see a leopard was deeply disappointed, as we didn’t see one. I told her I had spent years doing fieldwork in Africa but had only seen a leopard once; this provided little consolation for her. She had paid lots of money for this trip, and she wanted to see a leopard. At Mahale, the tour split into two groups, one of which had luck finding chimpanzees, while the other group didn’t. The people who didn’t see chimpanzees were bitterly disappointed and spent the rest of the trip drinking deeper into the supply of white wine. At Selous, a vast and magnificent game reserve, people complained, “We didn’t see anything today! Just zebras and giraffes. Oh, and hippos and elephants.” For the people focused on seeing mammals, seeing herds of amazing megafauna quickly became routine, shadowed by their unsatisfied desire to see something even more charismatic.

The birders, however, were happy everywhere we went. Even at the end of the trip, at the Dar-es-Salaam airport, one cheerful white-haired birder was delighted to see house sparrows, which boosted his total count of bird species seen on this trip to over 100.

As the Buddha said:

If you desire those desires that will be satisfied, you will be satisfied; if you desire those desires which will be frustrated, you will be frustrated.

Surprisingly, few people seem to be aware of birds. People don’t look up. While walking across the Washington Avenue Bridge between the West and East Bank campuses of the University of Minnesota, I have often seen a bald eagle soaring overhead – and crowds of people walking underneath the eagle, oblivious to it. The key to happiness is right there, and yet people ignore it.

Birds are more diverse than mammals, in terms of number of species: perhaps 10,000 birds, compared to about 5,000 mammals. Birds are mostly active during the day, when they are easy to see, whereas most mammals are active by night. Nearly 60% of all mammal species are either rodents (~2000 species) or bats (~925 species), which are mostly nocturnal. In a city like Minneapolis, most of the resident mammals are either nocturnal or crepuscular. In my urban neighborhood near the Mississippi River, we have many mammals: bats, shrews, mice, chipmunks, squirrels, rabbits,  woodchucks, skunks, raccoons, opossums, and even foxes, coyotes, beavers and deer. Despite this diversity, most of these mammals stay hidden  during the day. Birds, in contrast, are more conspicuous: often brightly colored and active during daylight hours.

Why do birds rule the day, while mammals rule the night? Because birds are dinosaurs. During the Mesozoic, when dinosaurs ruled the world, mammals were tiny things, cowering in the trees or squirreled away in their burrows, daring to come out only at night.

Our perception of dinosaurs is distorted because only the flying dinosaurs survived the Chicxulub meteor impact in the Yucatán 66 million years ago. It’s like if we lived in an alternate universe where the only mammals that survived on earth were bats. (New Zealand was like this before human settlers arrived; it was a land dominated by giant flightless birds, with no land mammals except for bats.) Then if we found fossils of elephants and hippos we would be amazed at these giant creatures of the past and find it hard to believe they were at all related to the little flitting bats.

After the Chicxulub impact ruined the world for flightless dinosaurs , some mammals gradually evolved daytime habits. But most mammals remain creatures of the night and twilight. Nocturnal habits mark mammals as a group. Ancestral mammals lost the full color vision of their fishy ancestors. Most fish, amphibians, reptiles and birds have four types of color receptor (cone cells) in their retinas, whereas most mammals have only one or two kinds of cone cell. With the value of vision reduced by darkness, mammals rely more on scent and touch, their faces marked by moist noises, large nasal passages, and sensory hairs. In contrast, birds, like their dinosaur ancestors, continue to rule the day.

Primates are among the few mammalian groups that are mainly active by day. Some primates, such as bushbabies and many lemurs, retain the primitive mammalian traits: moist noses, 2-cone color vision, and nocturnal habits. But other major primate groups have evolved dry noses (part of a reduced reliance on smell), 3-cone color vision, and daytime habits. They can afford to do this because, like tree squirrels, they rely on the safety of trees to protect them from predators. (Even in trees, though, primates still have to worry about predatory dinosaurs. Crowned hawk eagles in Africa kill monkeys as large as adult red colobus monkeys. The Taung child, the first fossil hominin discovered in Africa, was killed and eaten by an eagle.)

One of the great pleasures of visiting Filoha was the abundance of birds.

The mammal fauna of Awash National Park has been severely depleted by hunting and by competition with pastoralists. There are no more elephants or rhinoceroses. Larger antelope are scarce or shy, though I glimpsed a lesser kudu bounding across the road, and from time to time saw a dik-dik scampering through the brush off to the side of the road: beautiful tiny little fairy antelope. Because so many cattle, sheep, goats and camels graze in the park, food is scarce for other herbivores. And because of the people herding the livestock, most larger mammals stay hidden during the day. But the birds are there.

Because the trees are small and sparse, the birds are easy to see. I saw Hoopoes several times, though never when I had my camera handy. These are lovely brown birds with elegant crests. White-headed Buffalo Weavers emerged frequently from the acacia trees.

White Headed Buffalo Weaver
White Headed Buffalo Weaver

White Headed Buffalo Weaver in Flight
White Headed Buffalo Weaver in Flight

Weavers as a group are fascinating birds. Living up to their name, they build tightly woven nests in trees, with a characteristic nest shape for each species. The nests commonly have a snail-like shape to deter predators: an opening at the bottom, leading around a corner to a nest cavity. (Though even these clever nests are not perfect protection from predators: I have seen redtailed monkeys and harrier hawks reach into these nests and pluck out baby birds.)

Weaver bird nest
Weaver bird nest

2015-08-11 Redbilled Hornbill
Redbilled Hornbill

2015-08-11 Malachite kingfishers A
Malachite Kingfishers

 

 

 

 

 

 

We saw Hornbills frequently, and caught one good glimpse of a pair of brilliantly colored little Malachite Kingfishers.

 

 

 

 

 

 

 

Lilac Breasted Rollers — which have almost more colors than really seems fair for any single bird— and irridescent Longtailed Starlings hung out close to camp. In America, starlings are kind of boring blackish birds, noisy and superabundant invasive birds from Europe, but in Africa, starlings are gorgeous and glossy.

Longtailed Starling and Lilac Breasted Roller
Longtailed Starling and Lilac Breasted Roller

 

 

 

 

 

The most spectacular place for birds, though, was in the wetland near Filoha camp.

Gray Heron, African Spoonbill and Warthogs
Gray Heron, African Spoonbill and Warthogs

 

 

 

 

The research camp is located at the foot of a cliff, which is the edge of a lava flow from several hundred years ago. Awash is located in the Rift Valley, where East Africa is slowly separating from the rest of Africa. Eventually, East Africa will become one or more large islands off the coast of Africa, like Madagascar is today. The Rift Valley is a place where crust is oozing up from below, filling in the gap between the separating plates. Along the entire length of the rift, earthquakes are common; some of the buildings at Filoha have cracked and crumbled cement foundations from a recent tremor. Awash is dominated by a great volcano, Mount Fentale. And much of the park is covered with lava flows of varying ages.

Fentale Mountain
Fentale Mountain

 

 

 

 

 

 

Filoha means hot spring, and the hot springs are the main attraction that brings tourists and local people to this part of the park. Local people believe the hot springs have magical powers which promote healing. Given that the average temperature in the park is already suffocatingly hot, it seems a bit excessive to add hot springs. One source stated the temperature of the springs as 43.5 ºC. Given that air temperatures can rise over 45ºC, at such times the hot springs must seem refreshingly cool.

The researchers bathe in the hot springs, using a little waterfall at the edge of the cliff. They can only do this on days that they get back from the field early enough, though; after dusk the danger from lions and hyenas grows too great. The same waterfall provides the major source of drinking water. The hot springs empty out onto a green expanse of mudflats, streams and wetlands. Padding along the mudflats and wading in the pools are Sacred Ibises, Hadaba Ibises, Spurwing Plovers, African Spoonbills, Grey Herons, Egrets and others.

Spurwinged Plover
Spurwinged Plover

 

 

 

 

 

 

 

 

Crocodiles lurk in the shallow pools, hunting fish. So nice to see these ancient cousins of birds – fellow Archosaurs – just meters away (but at a seemingly safe remove).

African Spoonbill with crocodile lurking in background.
African Spoonbill with crocodile lurking in background.

 

 

 

 

The path to the hot spring pool leads across an expanse of mudflats with real quicksand. The quicksand looks like a patch of bare earth, but if you hit it with a stick it quivers like Jello. Vehicles occasionally get stuck in the quicksand, as do people. But the wetland birds, with their long dinosaur toes and light bodies, seem to be safe.

2015-08-15 Egret flying white

 

 

 

 

 

It was deeply satisfying to be among animals that figure so prominently in the art of ancient Egypt: Sacred Ibises, crocodiles, and (coming up in the next post!) Hamadryas baboons.

2015-08 Sacred Ibis
Sacred Ibis

 

 

 

 

 

 

 

 

Works Cited

Further Dialogues of the Buddha, Vol. II, p. 237. Quoted in Philosophy of the Buddha by Archie J. Bahm (1958). Harper & Brothers.

Amy Kass

In the Odyssey, the goddess Athena appears to young Telemachos in the form of an old man, Mentor. In this guise, Athena tells Telemachus what he needs to do.

At the University of Chicago, Amy Kass appeared to many of us as a Mentor. But she didn’t tell us what to do. She didn’t give us the answers. Instead, she asked us questions:

“Who is someone you think of as an example of human excellence?”

“Is it better to be a virtuoso, or virtuous?”

“What will be the most important decision that you make in your life?”

She didn’t dispense a particular body of knowledge to students: chemistry, physics, classics, literature, or philosophy. Instead, she served as a guide, helping students learn to read great books, and to think seriously about big questions in their lives.

I first met Amy Kass  the summer after my junior year in high school, when I spent six weeks at the University of Chicago for a Telluride Association Summer Program. Amy and another great teacher, her husband Leon, led the seminar, Science and Society: Knowledge Morals and Power. Eager for more classes like this, I returned to Chicago for college, where I took Human and Being and Citizen with Mrs. Kass. We read Homer (the Iliad), Genesis, Aristotle (The Nicomachean Ethics), Shakespeare (King Lear), Rousseau (Discourse on the Origin of Inequality), Kant (Foundations of the Metaphysics of Morals), Dostoevsky (Crime and Punishment), Luke. We read about examples of human beings: Abraham, Achilleus, the Great Souled Man, Lear, Savage Man, Rational Man, Raskolnikov, Jesus. We talked about what, if anything, was excellent about these men (and looking back, yes, in that class, the exemplary human beings were all men).

Class took place in seminars: twenty or so students gathered around a set of tables arranged in a square. We read and we talked. Mrs. Kass asked questions. She was slender and small, with bright eyes and silvering hair. She leaned forward when she spoke, gesturing with her hand, looking intently at each student. We called each other by last names and titles: Mr., Miss, or Mrs. Everyone had a place at the table, and the value of your ideas didn’t depend on your title or rank. Everyone was treated as an adult, and with respect. She encouraged us to speak our minds, and to disagree with her and one another, but to do so through discussions (“What is right?”), not arguments (“Who is right?”).

Amy Kass at the 1986 Telluride Association Summer Program in Chicago.
Amy Kass at the 1986 Telluride Association Summer Program in Chicago.

Mrs. Kass didn’t lecture. She didn’t tell us her views on things, at least not directly. She asked questions and listened to our answers. She knew our names, she knew who we were, and despite her years of teaching these books to students, she seemed genuinely interested in what we had to say about them. How often does a class of first year college students say something really new or surprising about Homer or Shakespeare? But she never seemed jaded or condescending towards her students. She wasn’t interested in whether we could say something clever or novel; she was interested in our development as readers and thinkers.

She led us through the readings slowly. She asked a student to read a passage, then we discussed what it meant. We might spend an entire class period discussing a few such passages.

Mrs. Kass helped teach us to read.

I didn’t know how to read when I started college. Even by the time I finished college I’m not so sure if I could read; these lessons have taken time to really sink in. Oh, I read lots of books, but I skimmed along the surface, and often didn’t even understand the surface. Too often, reading was something I did at the end of a long day of lectures, labs and problem sets, slouching in a big chair in a bay window of the Regenstein Library, underlining and querying a few puzzling sentences before dozing off.

But in class, we read aloud, we read slowly, and we read for understanding.

Mrs. Kass began a discussion of Book IV of The Iliad by asking, “If I asked you who you were, what would you tell me?”

“I’m a 20th Century American.”

“And how does Homer introduce these men? Who is, say, Echepelos?”

“He’s… um….” searching the page for the name, “Thalysias’s son.”

“And Elephenor?”

Okay, there’s his name a few lines down. “Chalkodon’s son.”

In the world of The Iliad, you weren’t an isolated human being, or an undifferentiated member of a particular society in a particular time. You were someone’s son or daughter.

Then we moved on to the next page, where Antiphos, a son of Priam, killed Leukos, “a brave companion of Odysseus,” as Leukos was dragging off a corpse. Odysseus, “stirred to terrible anger,” struck down Demokoön, a son of Priam.1986-07 Eileen Helen Amy Mike Kim Tricia

Mrs. Kass asked, “Why did Odysseys kill Demokoön, and not Antiphos?”

I hadn’t even thought to wonder about this; my eyes had glazed over in the series of seemingly random, bloody killings on the battlefield.

Mrs. Kass persisted. “Who is Demokoön?”

“He’s Priam’s son. Oh. Odysseus killed his brother.”

Instead of seeking revenge by killing the killer, Odysseus inflicted a more painful, longer lasting wound, by killing the killer’s brother. And so a seemingly unimportant detail was revealed as an illustration of the cruel wisdom of Odysseus.

With Mrs. Kass, we read old books. The most recently written thing we read was Dostoevsky’s 1866 novel; not one of her favorites, and one that must have been chosen by others on the course committee, judging by a comment she made after a class spent discussing this book: “This is my punishment; what was my crime?”

One thing we learn from the standard university curriculum is how wrong people were in the past. Aristotle appears in science textbooks mainly as someone who got things wrong: that a heavier object falls faster than a lighter object; that there are four basic elements; that the sex of human babies is determined by temperature. We learn about Descartes’ error (mind-body dualism) rather than anything he got right. The basic lesson of the textbooks is: people in the past were ignorant. They didn’t know germ theory, or atomic theory, or evolution.

And it’s not just in the remote past that people were ignorant. By the time I reached college, scientific views of the solar system, of dinosaurs, and so many other things had changed dramatically from what I remembered learning as a child. Every year, we know so much more than we did before.

It’s easy – and self-gratifying – to be smug about how smart we are today. We know so much more. We are right about so many things.

Mrs. Kass helped us see that despite how much we know now, we still had much to learn from close reading of Homer, Aristotle and Shakespeare, even if they are Dead White Males, even if they lived before the discovery of quantum physics and the genetic code, even if their views on politics and religion might sometimes seem old fashioned (though perhaps not always so old fashioned as one might expect). She helped us understand the difference between knowledge and wisdom.

Despite all the changes over centuries and millennia, much about the human condition remains the same. We are born, we grow up, we search for a path to follow. We seek love and friendship. We may marry, we may have children. If we live long enough, we grow old. Whether we live long enough or not, we die. Even people admired for excellence have their quirks, weaknesses, and sometimes terrible, fatal flaws.

Universities have plenty of classes that provide answers. But few classes ask questions. And hardly any classes ask questions that are really the most important ones for young people trying to find their way in life.

When Mrs. Kass asked her class, “What is the most important decision you will have to make,” most students answered something to do with their careers. One young man responded: “Who will be the mother of my children?”

The answer sounded old fashioned, and embarrassingly serious. But really, what could be more important?

I wanted answers. I wanted to know. While we were reading Kant, I asked Mrs. Kass what was her foundation for morality. She threw up her hands and laughed. “Standing on one leg?” she asked.

If it were that easy – if you could give an answer to this question, standing on one leg like a circus performer – then we wouldn’t need to spend hours reading, thinking, and discussing these questions. A short lecture on moral foundations would do.

We read about many different kinds of human excellence, but none of these literary examples struck me as vividly as the example of Mrs. Kass herself: intensely smart but never merely clever or showy; respectful, but not afraid to question or disagree; inclusive; courageous; serious yet also wry, funny and good humored; challenging us all to be better.

The last time I saw Mrs. Kass, she was discussing with a young person an assignment for a class on Shakespeare, taught by someone else. The student had developed a particular view of how to interpret a passage, but was worried that her teacher would disagree with this interpretation. Mrs. Kass asked her, “Do you want a good grade? Or do you want to be right?”

Amy Kass died Wednesday, 19 August 2015, less than a month before what would have been her 75th birthday.

I have not known a better teacher.

Turing’s Cathedral

On the plane to Ethiopia, and while sweating in my tent at night from the relentless heat at Filoha, I read Turing’s Cathedral, a book my Dad told me I should read. He was right, it’s well worth reading. It’s also timely, as my wife had us watch the movie Deus_ex_Machina for a recent family movie night.

In Deus_ex_Machina, a lone genius constructs an artificial intelligence (AI), which he then subjects to a Turing test to see if she can pass as a conscious being. The movie is thought provoking and disturbing. You can have a brief conversation with the AI, who is named Ava, here. She can even draw a picture of you.

The book Turing’s Cathedral describes the building of one of the first artificial intelligences: the MANIAC computer at Princeton’s Institute for Advanced Studies in the 1940s and 50s. The building of the MANIAC was an intensely collaborative team project. While Hollywood loves isolated mad scientists working in remote lairs, nowadays real scientific advances are usually the result of team effort. No one person can have enough expertise to do everything that needs to be done. AIs that can pass the Turing test will be the result of teamwork on a massive scale.

The book is titled Turing’s Cathedral, but the main character is not Alan Turing (who provided the theoretical foundations for computers), but Johnny von Neumann, who among other things, invented game theory and cellular automata, and played key roles in developing the first atomic weapons and digital computers. Von Neumann was an intensely social genius who built and led the team of people who made the MANIAC, and who traveled extensively, providing intellectual connectivity between Princeton, Los Alamos, Cambridge and other key hives of activity.

The author of Turing’s Cathedral is George Dyson, who grew up at the Institute for Advanced Studies, where his father Freeman Dyson was a fellow. Dyson shows how the development of computers and atomic weapons were intimately linked, and also connected to evolution and genetics. MANIAC’s first job was to run simulations of thermonuclear explosions. Soon after, Nils Aall Barricelli programmed MANIAC to run simulations of evolution.

Evolution, it turns out, is key to thinking about logic, mathematics, and the stuff of thought. One of the central puzzles of mathematics in the early 20th Century was whether all true mathematical statements could be derived from a simple set of axioms. Mathematician David Hilbert argued that “from a strictly limited set of axioms, all mathematical truths could be reached by a sequence of well-defined logical steps.” (Dyson 2012: 49) Bertrand Russell and Alfred North Whitehead tried to do this in Principia Mathematica, which despite covering nearly 2,000 pages “still left fundamental questions unresolved” (Dyson 2012: 49). Von Neumann took on the challenge in 1925 in a paper, “An axiomatization of set theory,” which provided a more concise and more nearly complete answer to the problem. But in 1936, Kurt Gödel published a paper that argued that the project could never be completed, because mathematics was fundamentally incomplete: “within any formal system sufficiently powerful to include ordinary arithmetic, there will always be undecidable statements that cannot be proved true, yet cannot be proved false” (Dyson 2012:50).

This incompleteness of mathematics, and logical systems generally, relates to insight and intuition. Systematic and logical thinking alone can only get you so far. Insights involve leaps, making unexpected connections. Insight is evolutionarily equivalent to mutation: random changes that sometimes result in improvements.

When Turing worked on the Manchester Mark I computer in 1949, he made sure to install a random number generator. This enabled the computer to take advantage of mutations, or “guesses,” and learn from its mistakes.

Intellectual thought, and biological evolution, both depend on two key things: accumulated change, and mutation. Accumulated change ensures that past advances are preserved. Mutation provides the material for new solutions to problems. Most mutations don’t work, but some do. Adding the good mutations to the accumulated wisdom of previous generations permits advances to be made much more rapidly than if everything had to be attempted at once.

During World War II, Turing developed a machine to break the code used in German war communications. The code was too complicated to be solved all at once. But by using a mutating, evolving process, Turing managed to evolve solutions to the problems.

Computers evolve, and DNA is a computer. When Dad told me I needed to read Turing’s Cathedral, he told me, “DNA is a Turing machine!” And he’s right. Dyson doesn’t really develop this point, but he hints at it.

A Turing machine is a universal computer. When Turing proposed the machine in 1936, many people believed that thought was somehow distinct from machines: thoughts are the work of souls, which machines can never have. But Turing proposed that a machine could produce all computable statements. Turing described the machine as having a tape fed into it. The machine can read symbols on the tape, write symbols on the tape, and move the tape left or right. The machine is mindless, but it produces intelligent behavior. Our world today is densely populated with Turing machines running on our computers, phones, and the cloud.

DNA is essentially the tape in a cellular Turing machine. It stores digital information to run the programs that the cell carries out. The cellular mechanisms read the DNA tape, copying portions of it into RNA, which may either be translated into proteins, or used to regulate particular portions of the DNA, or other cellular processes. DNA is mindless, but it acts intelligently. DNA encodes complicated subroutines that involve numerous genes that regulate the production of proteins. But because DNA is digital and universal, in principle it could be used to store any kind of information. Perhaps someday artificial computers will use DNA memories.

For the first few hundred pages, I thought that Turing’s cathedral was the MANIAC computer. But no, as it turns out, the cathedral is Google: that vast conglomeration of Turing machines that knows so much about everyone who has ever searched the Internet. Ava, the AI in Deus_ex_Machina, is created by a man who runs a company, Blue Book, that is a thinly veiled version of Google. Though Ava is created by a lone genius, she learns to understand humans by being granted access to Blue Book searches and cell phone conversations. In this way the AI is created by all of us. And Dyson argues that Google and other online giants, such as Facebook and Amazon, are evolving towards artificial intelligence as they learn from us.

And as computers become more like us, we are increasingly becoming like computers. Reasonably well off people in rich countries have all become cyborgs, and this trend is expanding worldwide. I started becoming a cyborg when Dad gave me an IBM clone computer. This was not my first computer, but it was the first one with a floppy drive (instead of a cassette tape) and enough memory to store what I wrote: papers for classes, college application essays, stories, notes for science fiction worlds, and other personal writings. Soon a substantial portion of what I think of as me was stored on this machine. It didn’t have as much memory as my brain, but it remembered more accurately.

My current laptop retains most of these old memories (though some have been lost through decay, copying errors, failures to store things properly, and loss of compatibility between old files and new programs). But my cyborg existence doesn’t depend on a single machine anymore. Instead it is smeared out across the Cloud: Gmail, Facebook, Dropbox, Snapfish, Google’s memory of my search history, Amazon’s memory of my purchases. The Web may know more about me than I do. With every bit we post, with every search we enter, with every product we buy, we feeding the Web information about human behavior and preferences. We are all building the next AI. And as the Web (or Google or whatever) evolves awareness – well, I hope it is benign.

Works cited:

Dyson, G. (2012). Turing’s Cathedral: The Origins of the Digital Universe, Pantheon.

Down in the Valley

On my last trip to Ethiopia, I visited Guassa, at the top of the Great Rift Valley escarpment. In early August I traveled to Filoha, down towards the bottom of the Great Rift Valley, to visit my graduate student Kristy, who spent the summer working as a volunteer for Larissa Swedell’s hamadryas baboon project.

On the flight from Minnesota to Toronto I sat next to a woman in a black burqa that covered everything but her eyes, hands and feet. Dark henna designs decorated her hands. She spoke in surprisingly Minnesotan English. The number of people who both looked and sounded different from stereotypical Minnesotans increased as I approached the boarding gate for the connecting flight to Toronto. Connecting passengers had to stand in line to get stickers on our boarding passes to board the flight to Addis Ababa (which they spelled differently in Canada: Addis Abeba, and the announcer pronounced differently: “Ad-dees” instead of “Add-iss”). Most of the people in line were Ethiopians, and seemed a generally prosperous group: well fed, many of them tall and confident-looking, with fancy clothes, hair and jewelry. The line was chaotic, long, slow and crowded and midway through I gave up on it and tried to board. No luck; without the sticker I was sent back. So I was one of the last people to board the plane, and had to put my carry-on bag several rows ahead of my seat.

Ethiopia looks, smells, and sounds so different from other places I’ve worked in Africa. The people are diverse, with something like 80 different languages spoken in the country. But in general they look intermediate between sub-Saharan Africans and people of the Middle East. Which makes sense, because Ethiopia is right in between Africa and the Middle East. The national language, Amharic, is closely related to Arabic and Hebrew. Other common languages, like Oromo, are closer to Somali.

On the flight I worked my way through a bit of the Amharic phrasebook I got for my last visit to Ethiopia. The Amharic language uses a writing system that descends from an ancestor of Phoenician, the first alphabet and ancestor of Hebrew, Arabic, Etruscan, Greek and Roman alphabets. It is a syllabary, with 33 sets of symbols, each of which has 7 versions for the vowels eu (pronounced like in French, neuf), u, i, a, eə, and o. This means there are 231 symbols to memorize. Fortunately the symbols in a set change in a sort of regular way depending on which vowel they represent.

Some Amharic letters (from https://en.wikipedia.org/wiki/Amharic)
Some Amharic letters (from https://en.wikipedia.org/wiki/Amharic)

The series for m starts of looking like a pair of spectacles, for meu. For mu, there is a handle on the right side. For mi, there is a long handle on the right side, with a rightward line at the base of the handle, like an old fashioned pair of handheld spectacles. For ma, the rightward line disappears and you just get spectacles with a simple handle. For me, a little circle gets added to the handle. For , the handle shifts over to the left side and gets bent. For mo the handle stays on the left side but straightens up.

Coca-Cola in Amharic
Coca-Cola in Amharic

The Amharic script is beautiful, and having it on everything from road signs to Coke bottles imparts a distinctive feel to the country. We’re not in Kansas anymore.

The distinctiveness of the script stands as a reminder for how rapidly cultural evolution occurs. In general, the symbols look nothing like their distant cousins in other living alphabets. (There are some superficial similarities with the Georgian alphabet, from another remote mountain kingdom, but these are the result of accidental convergence, rather than cultural transmission.) The series for t does look rather like a Roman t, and the series for s looks like a Hebrew sh, but I don’t know if these are shared ancestral features or later convergences.

The variety of Afro-Asiatic languages spoken in Ethiopia suggests that this is an ancient center of diversification for this language family. Given the striking differences in appearance between speakers of Amharic and the peoples across the Red Sea in Arabia, this makes me wonder how much of the phenotypic difference in peoples has evolved in parallel with the language differences. As the proto-Afro-Asiatic people spread from their ancestral homeland, whether this was in Africa or Asia, surely they intermarried with local people along the way, so there would be gene flow as well as within-lineage change in phenotype.

There is a similar variety of appearance in speakers of Indo-European languages, from the pale blondes of Sweden to the brown-skinned, black-haired speakers of various languages of India. We tend to think of cultural evolution as being rapid and biological evolution as slow. But subtle changes, such as pigmentation of hair and skin, can happen fast enough that people who speak languages that are clearly part of the same linguistic family may have evolved look rather different.

People used to assume that language transmission was commonly horizontal, and that people speaking related languages aren’t necessarily genetic relatives. And it is true that anyone can learn any language, and imperial and commercial languages commonly spread across widely divergent social groups. But as Cavalli-Sforza and colleagues have shown, there is often striking convergence between the languages people speak and their genetic similarity. Particularly before the advent of modern transportation and mass migrations, people tended to stay close to home, marry people from nearby and within their own language group. As a result, speakers of related languages are commonly genetically related as well (at least for languages with a long local history, as opposed to recently adopted commercial or imperial languages).

Amharic has a whole set of glottalic consonants, produced with glottal stops (like the “t” sound in “butter” with a Cockney accent). This, combined with a vocabulary that is mostly unrelated to European languages or Swahili, gives it an extremely foreign sound to me. But there are some similarities. Swahili has lots of loan words from Arabic, and many of these words are also similar in Amharic, such as words for higher numbers (thirty, forty, and fifty are thelathini, arobaini, and hamsini in Swahili, and seulassa, arba, and hamsa in Amharic). Because of the Italian occupation of Ethiopia (193x-194x), there are also lots of Italian loan words: bravo, ciao, and machina (car).

Ethiopia smells different in part because of the distinctive spices in the food, especially berbere. On the long flight from Toronto to Addis Ababa, the cabin air smelled strongly of berbere. I had my hopes up for excellent meals of Ethiopian style food. Instead we got rubbery pasta and limp vegetables. The scent of berbere must have emerged just from the clothes and pores of so many spice eaters on the plane.

Historically, Ethiopia was a high mountain kingdom surrounded by deserts. This helped it maintain its independence and distinctiveness from surrounding countries and would-be invaders. The Ethiopian Orthodox Church has endured for some 1,500 years or more when most of the surrounding peoples converted to Islam. The distinctive round Ethiopian churches help make this country seem so different from, say, Tanzania, where both Islam and Christianity are more recent arrivals. (The coast of Tanzania has long been Islamic but its history in the interior is more recent.)

Addis Ababa International Airport

 

 

 

 

Stepping off the plane in Ethiopia from the humid warmth of Minnesota was a shock. Addis is high in the mountains and cool. I felt rather cold in my sandals and short sleeves.

The whole arrivals and customs area has been renovated since my visit three years ago, thanks to Chinese money for an entire airport renovation. Immigration was slow and chaotic, but generally hassle-free. People standing at the entrance area checked passports for visas and sent you to the line if you needed to get a visa. The visa line required several steps: first you get the visa, which they fill out by hand in Amharic, then you stand in another line to pay for the visa ($50 now, up from $20 three years ago), and then you stand in another line where they check that you have the visa and paid for it. I found myself standing in line next to the woman in the black burqa who had been on the flight from Minneapolis. She seemed just as confused by everything as I was.

I got $100 worth of Ethiopian birr from an ATM in the baggage claim area. The machine spit out a brick of crisp new bills, more than 2100 birr in 100s, 50s, 10s, 5s and 1s. I couldn’t fold my wallet with all those birr so put them in my travel pouch.

Outside the baggage claim stood a crowd of people welcoming the new arrivals, including family, friends, and hotel and tourist staff. Someone asked me if I was from Egypt. Ethiopia is one of the few places where I’ve mistaken for a Middle Easterner. Later someone asked if I was from Saudi Arabia.

Outside in the parking area I soon found my driver. He introduced himself as Ermias, “which is Jeremiah in the Bible in our language.” I recognized the car as the same one I took to Guassa three years ago. Only then did I remember that this car had broken down for about an hour on the road to Guassa. When I got into the car and rolled down the window, the round, spinning end of the handle came off in my hand.

We drove down the broken, potholed streets of Addis to the house of the tour operator, so I could pay for the trip to Filoha. Outside the gates, sheep foraged in the grass.

Sheep grazing in Addis Ababa
Sheep grazing in Addis Ababa

 

 

 

 

 

 

It was Sunday morning, many people were in church and few cars were on the street. The rough streets ensured that the going was slow even without much traffic. But there were signs of new construction everywhere. Many new buildings enclosed in flimsy looking wooden scaffolding.

New construction in Addis
New construction in Addis

 

 

 

 

 

 

 

 

When Ermias stopped to change money, I bought a liter of cold water to drink along the way. We stopped for gas at what seemed to be a BP station (green signs, but in Amharic letters). The station was off to the side of the road and downhill a bit, with loose gravel and dirt covering the connection to the road. It seemed as if someone had dropped the gas station here by accident. Huge trucks competed for space in the queue with tiny cars. Payment seemed entirely cash and directly to the attendant at each pump.

Last time we drove up, up, up to Guassa, up to the crest of the rift escarpment. This time we drove down, down, down to Filoha, down towards the bottom of the rift. According to my GPS, one gas station in Addis Ababa is at 2,219 m (7,323 feet), Darjeeling Cliff at Guassa is 3,383 m (11,164 feet), and Filoha is 728 m (2,402 feet) above sea level. Filoha is thus similar in elevation to Gombe, which my GPS says is 774 m (2,554 feet) at the mouth of Rutanga Stream. The rift valley goes lower, eventually dropping well below sea level in the Danakil Depression, where the Awash River flows into a dry dusty pan and disappears.

We took the new expressway (built by the Chinese), which ran parallel to the new railroad (also Chinese built), which both link Addis to Djibouti, the closest seaport (now that Eritrea has become independent, depriving Ethiopia of a direct connection to the coast). The expressway is a dual carriageway toll road with six lanes of traffic, which contributed to the feeling of not being in Africa at all.

Close to Addis the countryside is well watered with expansive fields of green. Further down into the rift we saw more signs of geological activity: vast fields of black lava rock interspersed with green grass and isolated trees. The further down we went the more marabou storks and vultures appeared by the side of the road.

I tried to stay awake to enjoy the whole ride but was too sleep deprived and drifted in and out of consciousness. We left the freeway to a join a road that was narrow but still freshly paved and smooth. More Chinese roadwork, I’m sure.

The Chinese are playing a role in Ethiopia – and much of the rest of Africa – similar to what the British played throughout much of the world in the 19th Century, and the Americans in the 20th Century. I suppose the British nowadays are too busy with finance, and the Americans are too busy developing new apps for the iPhone, to bother with such concrete things as roads, buildings and railways in Africa.

We passed a truckload of camels, packed together sitting down with their necks upright. Ermias said they were going to Saudi Arabia.

Metahora Church stack of tyresWe stopped for lunch at Metehara, the last major town before Filoha. We parked in front of a small restaurant. On a raised area at the front of the restaurant, a woman knelt before a set of coffee cups, preparing coffee in the bunna ceremony. A charcoal burner held three sticks of burning incense. Ermias explained that they only had fasting food, meaning vegetarian items, because of the religious holiday.

“Which holiday is it?”

“Something from the Bible.”

Goat and tricycle car in Metehara
Goat and tricycle car in Metehara

 

 

 

 

 

 

Ermias ordered something for me that turned out to be a huge round platter with a huge round flat piece of spongy enjera bread with little piles of tasty vegetarian delights. After lunch Ermias changed the flat rear tire of his car. His skin glistened with sweat after just a few minutes work. It was getting hot down here.

We soon reached the park gate of Amhara National Park. This is the major national park in southern Ethiopia. We drove off the paved road to the little building by the simple gate, where a sign explained the rules and fees.

Awash National Park gate
Awash National Park gate

Most of the tourist facilities are to the south, along the Awash River, but we would be going to the very northern end of the park, 32 km away. I paid my park entrance fee, plus an additional 150 birr ($7) for an armed guard to accompany us to Filoha. The risk of banditry makes armed guards a necessary requirement for travelers in the park.

We drove back across the paved highway onto the gravel road leading north. The gravel road suddenly jogged sharply to the right, to make its way around the new Chinese-built railroad that cut directly across the park. This must be a huge barrier to wildlife in the park now, as the tracks travel between deep drainage ditches dug on either side.

We drove slowly down the hot, dusty, winding gravel and dirt road. A low thicket of Acacia trees extended in all directions from either side of the road, with some distant hills and mountains visible. From time to time, birds flew out in brilliant flashes of color. These were birds familiar to me from when I habituated baboons in Kenya, and from visits to other dry parts of East Africa: White Headed Buffalo Weavers, Bee Eaters, Malachite Kingfishers, Lilac Breasted Rollers, glossy Longtailed Starlings. In America, Starlings are kind of dull, mottled brownish black nuisance birds. In Africa, Starlings are glorious birds with iridescent plumage and brilliant colors. I felt an intense sense of homecoming seeing the familiar birds and trees of the Acacia woodland. From time to time a dik-dik, a tiny little fairy of an antelope, bounded away in the bushes. A lesser kudu crossed the road, a beautiful striped antelope with long spiral horns.

On the highway, the wind roaring past the open windows kept us cool. On the slow gravel road, the sun baked the slow moving car, and the air provided no relief. I kept thinking that we were pretty remote now, we were about to get to camp, but then we would keep driving for ages more. A set of rounded white structures showed in the distance, looking like a set of tents. That must be camp! But as we got closer, it became clear that these were simple huts of sticks covered in tattered white sheeting.

“An Afar camp,” Ermias explained. “Pastoralist people.”

Soon after we passed a group of Afar herders on the road: people with very dark skin, wearing bright white cloths draped over the shoulder and wrapped around the waist. The Afar people are the namesakes of the taxonomic name of Lucy, the famous fossil found not too far from here: Australopithecus afarensis. They herd cattle, goats and camels. They speak a Cushitic language related to Somali. Technically they are not supposed to be in the National Park but thousands of them live in Awash and keep their herds here.

The road went on and on and on. The heat grew increasingly oven-like. The landscape grew monotonous and in my sleep-deprived state I faded in and out of awareness. The water in my bottle became as hot as tea.

We passed through blasted landscapes of lava rock, down steep gullies, and passed mysterious peaked mounds of rock (built by Italians during the war, and said to cover bombs). Then, after an hour or more of Acacia scrub, stands of Doum palms appeared along the side of the road, at the edges of wetlands that flooded the road itself. We drove through water and mud. A craggy wall of lava appeared to the left. To the right, the peaked roofs of huts appeared.

He parked the car by one of the huts in what appeared to be an empty, quiet camp.

“They know you are coming?” Eremias asked.

“Yes, they know I am coming.”

Soon two women appeared, smiling and walking down the hill towards us from another pair of huts: Alex, who is doing her dissertation research here, and Kristy, looking red from the sun and very much at home in Filoha.

I asked Ermias to take a picture of us.

“Okay, now we have evidence of my visit.”

“Right, so now you can leave?” joked Ermias.

Alex, Kristy and Mike at the Filoha camp.
Alex, Kristy and Mike at the Filoha camp.

Kyoto Mountaineering Club

In July, I attended the 30th Annual Meeting of the Japan Primate Society, and the meetings of the Primate and Wildlife Society. This year is the 50th anniversary of research at Mahale Mountains, the 55th anniversary of research at Gombe.

Japanese primatology started in 1948, with a trip by Kinji Imanishi to Koshima Island, where he intended to study feral horses but ended up studying Japanese monkeys instead.

Starting in the 1950s, Japanese primatologists embarked on expeditions into remote areas of Africa to study gorillas, chimpanzees, and bonobos. They founded long-term research sites and documented the behavior and ecology of African apes.

Professor Tetsuro Matsuzawa talked about his years in the Mountaineering Club at Kyoto University. He used the club as a way to recruit potential field workers: people who liked being outdoors, who weren’t afraid of physical challenges, people with a pioneering spirit.

Matsuzawa and other speakers showed slides of the early days of Japanese primatology in Africa: teams of tough, wiry-looking men ready to endure hardship for the sake of knowledge. Matsuzawa noted that in the Primate and Wildlife Sciences program, of the 21 students, the majority of the students were female, and most students were from countries other than Japan. The “foreign ladies” are willing to undergo the risks and hardships of fieldwork, whereas so few Japanese men are willing to do this that he called them a “critically endangered species.”

Why are so few Japanese men interested in doing primate fieldwork? I suspect that in this respect, Japanese men are the vanguard of a more general problem, not limited to men, or to any particular country. It is my impression that as life has become more comfortable, and communications technology has improved, it has become more difficult for young people to undertake long stretches of time in remote areas with limited electricity, email and Internet access.

This question brought to mind one possible solution to the Fermi Paradox.

Enrico Fermi, a physicist and one of the key scientists on the Manhattan Project, raised this question: given that intelligent life evolved at least once (here on Earth), intelligent life should have evolved on other planets in other star systems as well. And yet we don’t see any evidence of intelligent life elsewhere in the universe. As far as we know, we haven’t been visited by space aliens.

(Though in response to Fermi’s question, Leo Szilard answered “They are among us,” – he said, – “but they call themselves Hungarians.” John von Neumann and several other key scientists working on the Manhattan Project were Hungarian immigrants, and were of such exceptional intelligence that they were jokingly suspected of being extraterrestrials.)

If intelligent life can evolve at least once (as we know it has on Earth), then intelligent life should be able to evolve multiple times. In a galaxy with hundreds of millions of stars, even extremely rare events should occur repeatedly, provided they are possible. And we know that intelligent life forms can do things that make their presence known across interstellar space; we have done this by broadcasting television and radio signals. So if intelligent life has evolved somewhere in our not too distant neighborhood, we should see some evidence of it. And yet we don’t see any such evidence.

When Fermi first proposed his paradox, astronomers had no evidence of planets orbiting other stars. We didn’t know whether planets were rare or common, and whether planets like ours (small and rocky rather than big and gassy, not too close to the sun and not too far from it) were common or rare. Now, thanks to the Kepler planetary search program, astronomers have located thousands of planets around other stars. It looks like nearly every star has at least one planet, and many stars have multiple planets.

Carl Sagan worried that one explanation for the Fermi paradox was that advanced civilizations regularly self-destruct. They learn how to unleash nuclear energy, for example, and destroy their civilizations in nuclear war.

As a college student reading William Gibson’s cyberpunk novels in the 1980s, I wondered whether the explanation might not be nuclear war, but virtual reality. Any sufficiently advanced civilization should develop the tools to simulate reality (as our own society seemed on the verge of doing). Perhaps once virtual realities get good enough, they become so fascinating and absorbing that no one bothers with physical realities any more. Maybe the space aliens aren’t visiting other worlds because they have completely disappeared into their own virtual worlds and simply aren’t interested in anything outside of that?

Virtual reality came into being faster than I imagined it would. It turns out you don’t need high-resolution video plugged into your optic nerves to achieve a sufficiently distracting simulation of reality. Social media, Wi-Fi and smart phones have enabled us to create virtual worlds that become completely absorbing, even though they are mainly text and still images.

Field primatology is much less demanding than interstellar travel. But it requires a pioneering spirit, a willingness to go far from the herd, leave the hive mind, and endure physical challenges: hunger, thirst, sun, rain, insect bites, long days of hiking, and no cell phone connectivity.

Life in rich places like Japan, the US and Europe makes us increasingly ill-adapted for fieldwork. We expect three full meals per day, with frequent snacking opportunities. We expect clean toilets and hot showers. We expect air temperature to be kept within a narrow window: not too hot, not too cold. We expect comfort, personal space and privacy. We expect a life of leisure, depending on machines for much of our transportation.

Giving up these comforts to do fieldwork is challenging. But psychologically, leaving the hive mind may be even more difficult for people who have grown up connected.

When I first went to Kenya to study baboons in 1992, there was no Internet, no email, no cell phones, no faxes. The only way to communicate with folks back home was by mail, which was slow, or by telephone, which was expensive and rarely possible (the nearest pay phone was 40 km from my field site). My little sister tells me that during a long gap between letters from me, my family watched a nature documentary about African wildlife. When a baboon on the show yawned, showing off its long canine teeth, Mom started crying. She had all sorts of worries for me in Africa, but hadn’t thought to worry about baboons until she saw their teeth.

It was hard to be so far away from everyone back home, with so little communication. But for people who grew up plugged in, the prospect of being away from Facebook, Twitter, email and all the rest for months at a time may simply be too horrifying to contemplate.

Whether we have enough people to keep field primatology going is, in the grand scheme of things, a small problem. But it relates to a more general problem: decreasing interest in spending any time outside, away from the comforts of home. When I was growing up, I spent a lot of time vegetating in front of the TV, or reading books in my room. But I also spent a lot of time outside: climbing trees, playing with friends, riding my bike further and further from home, exploring our little town and its parks and the surrounding countryside. Kids these days don’t seem to do quite as much of that. The Internet and social media are so absorbing that there hardly seems any need to go outside.

In many ways, Japan feels like the future. Not a dystopic Bladerunner, cyberpunk or Hunger Games future, and not quite utopia either, but a future imagined by someone with an eye on current trends and a generally optimistic disposition. It is crowded, yet clean and orderly. People live long lives and have few children, resulting in an aging and shrinking population. And perhaps as a result, society overall is a bit less dynamic, a bit more conservative, a bit less risk-tolerant.

Japan is a densely populated country. On the train from Tokyo to Kyoto, the urban sprawl seems nearly continuous, with only scattered rice fields and green, forested mountains rising above the densely packed houses, shopping centers and factories. It seems as if every flat bit of land is settled. Even the forested mountains are, to a large extent, a human modified landscape, being covered mainly by plantations of cedar and other trees, rather than natural forests.

Perhaps as Japan’s population declines, nature will reclaim some land now covered in towns, cities and farms. Forest cover is increasing in North America and Europe, and species like wolves are returning to parts of their former range, like France. Nature has taken back parts of declining cities like Detroit.

The planet needs wild places. If large animals like elephants, lions, wolves and chimpanzees are going to survive, they need open space and natural areas. But if people don’t go outside, and don’t go exploring into natural areas, hunting and fishing and hiking and camping, then who will care if those natural areas are converted to other uses: cleared of timber, planted in crops, dug out for mines, covered in strip malls and parking lots?

Despite such worries, though, I’ve met many young people eager to do fieldwork and embrace the challenges of life away from comforts and the hive mind. And perhaps as the world becomes more wired, connectivity will no longer be an issue, even at the remotest sites. (I’m posting this from Gombe, where the research offices have WiFi.) But it seems wise to ensure the continuation of groups like the Kyoto Mountaineering Club, to encourage people with a pioneering spirit.

Words and Genes

This weekend,  people in the United States set off numerous explosive devices to celebrate 239 years of independence from the United Kingdom. Since this separation, the versions of English spoken in the US and the UK have diverged considerably, but still remain (mostly) intelligible. In contrast, North and South Korea, which have only been separated for 70 years, have been more strictly isolated from one another, and as a result the versions of Korean spoken in the two countries have diverged dramatically:

differences [of mutual unintelligibility] now extend to one third of the words spoken on the streets of Seoul and Pyongyang, and up to two thirds in business and official settings.

A friend of mine who is an actual linguist drew my attention to an app that designed to translate between North and South Korean— an acute problem from people who have defected from North to South.

As Darwin and many others have noted, and as I’ve written about here, such language change bears many striking similarities with biological evolution. These similarities are interesting in their own right, and may be helpful for thinking about the long-running debate in evolutionary biology about whether natural selection acts mainly on genes, individuals, or groups.

A language, like English, or German, or French, is like a biological species. Both languages and species are made up of populations of individuals. Languages and species both have boundaries. In biology, the boundary is sex: a species is defined as a population of individuals that naturally mate and produce fertile offspring with one another. This concept is a pretty good rule of thumb, but turns out to be violated frequently in nature. Oak trees are notoriously promiscuous with oak trees from other species. Of course they mate simply by wafting their sperm into the air (tucked inside pollen grains) so they aren’t the choosiest of breeders. But even among mammals, hybrids frequently occur in nature.

In languages, the boundary is not sex but mutual intelligibility. French is considered a different language from English because, as Steve Martin says, “those French have a different word for everything!” But just as with the biological species concept, this is a useful rule of thumb, rather than an absolute rule. Speakers of closely related languages, like Danish and Swedish, can learn to understand one another with some ease.

Species have subspecies, and languages have dialects. Both are closely related to geography and geographic isolation. Languages like English and Chinese contain “dialects” that may be as mutually unintelligible as pairs of “proper” languages. Because the distinction between a language and a dialect is to some extent political, a common saying among linguists is “A language is a dialect with an army and a navy.”

Similarly, the distinction between species and subspecies in biology is somewhat arbitrary. Baboons, for example, are a widespread group of monkeys, occurring through most of Africa, with one species (Hamadryas baboons) extending their range across the Red Sea into Saudi Arabia and Yemen. Even though baboons are among the most intensively studied nonhuman primates, no one seems to about how many different baboon species there are, and what they should be called. Some people consider all baboons to be subspecies of Papio hamadryas. Other people distinguish ten or more species: Guinea baboon, Hamadryas baboon, Hauglin’s baboon, Anubis baboon, “typical” yellow baboons, Ibean yellow baboon, Kinda baboon, grey-footed baboon, Transvaal chacma baboon, and Cape & desert chacma baboon.

Jolly, C. J. (2001). A proper study for mankind: Analogies from the papionin monkeys and their implications for human evolution. Yearbook of Physical Anthropology, Vol 44. C. Ruff. New York, Wiley-Liss, Inc. 44: 177-204.
Jolly, C. J. (2001). A proper study for mankind: Analogies from the papionin monkeys and their implications for human evolution. Yearbook of Physical Anthropology, Vol 44. C. Ruff. New York, Wiley-Liss, Inc. 44: 177-204.

Interbreeding occurs among all these different kinds of baboons where their ranges overlap, so from the point of view of the traditional biological species concept, they are different species. But calling them all subspecies of Papio hamadryas seems odd because Hamadryas baboons are the most distinctive baboons of all: the males have showy capes and tufted tails, and their societies have an unusual multi-level structure quite different from the usual troops of “savanna baboons.” Moreover, as more studies are conducted of other baboons, it has become clear that each of these species (or subspecies) differs from others. For example, Guinea baboons turn out to have a social system quite similar to that of Hamadryas baboons.

So languages are similar to species, and dialects are similar to subspecies. These categories refer to populations. Within populations, individuals vary greatly, both in their language use and in their genes.

Each individual speaker of a language has her own set of words and rules: an idiolect. My idiolect may be very similar to yours, or quite different, depending on our shared vocabulary, which may include technical terms specific to our work, and idiosyncratic speech habits (which my wife complains I have in abundance).

An idiolect is similar to an individual’s genome. Each individual is unique, but at the same time, each individual speaker of a language shares a broad set of words and rules with other speakers of that language (otherwise they wouldn’t be able to communicate – and wouldn’t be considered speakers of the same language).

Continuing the analogy down to the next level, words are similar to genes. Words and genes are both combinatorial, in that they consist of sequences of smaller units combined to make larger units: syllables and letters in words, codons and nucleotides in genes.

Words are made up of syllables. Some words are made of single syllabus, such as “dog,” “cat,” and “fish.” Longer words can be made by combining syllables: “dogfish,” “catfish.”

Similarly, genes are made up of a series of codons. Unlike syllables, which can be spelled with anywhere from one to six or more letters (“a,” “-ed”, “-ing”, “ouch,” “queue,” “smooch,”), codons are always spelled with three letters.

Spelling is easier in genetics than in linguistics, because while languages may use dozens of letters (e.g., 26 in English), all genes are spelled with only 4 letters: G, A, T, and C. These letters stand for the nucleotides Guanine, Adenine, Thymine, and Cytosine.

Words are generally much shorter than genes, however, Words usually have only a few syllables, whereas genes can contain hundreds or thousands of codons.

Each 3-letter codon is translated into an amino acid; these amino acids are in turn connected up together like cars in a train to make proteins. The whole business of making proteins is very complicated, and is perhaps roughly analogous with the translation of mental representations of words into physical phenomena, such as sounds produced by the vocal tract, or signs made with the hands in sign language, or words written on a page or typed on a screen.

Linguistics Genetics
Combinatorial level Example Example Combinatorial level
Letter A, B, C, D, E, F, G… A, C, G, T Nucleotide
Syllable Dog, cat, in-, un-,-ness CAT, TAG, DAT, DCG Codon
Word Dog, cat, catness, undoglike hemoglobin, melanin, lactase, amylase Gene
Idiolect My particular speech My particular genes Genome
Dialect Upper Midwest American English Homo sapiens sapiens Subspecies
Language English Homo sapiens Species
Family Germanic, Indo-european Hominins, Primates Clade

In addition to being combinatorial, words and genes resemble one another in that they are both products of descent with modification. This is the phrase that Darwin preferred to “evolution,” and is really more precise about what happens in evolution. The descent part means that words and genes both have histories and family trees. The modification part means that both words and genes gradually change over time, across generations.

Both words and genes can undergo small changes, “mutations,” in how they are spelled. Genes can change by as little as one nucleotide. Many such mutations are “silent,” that is, they don’t affect the amino acid sequence made by the gene, because the genetic code is redundant: there are only 20 amino acids, but 64 possible codons. So some amino acids can be spelled several different ways. The amino acid serine, for example, can be spelled TCA, TCC, TCG, or TCT.

Mutations can have a wide range of effects, from not changing gene function at all, to wrecking the gene entirely. Some mutations result in slight improvements.

Words also undergo mutations. Talking about mutations in words is a little tricky in that the letters we use to spell them have an imprecise relationship to the way they are actually pronounced. In linguistics, the actual speech sounds that make up words are called phones.

Thus, “water” is spelled the same way in Dutch and English, but is pronounced slightly differently. Even within English, “water” is pronounced differently by different speakers and dialects. In the American Midwest, “water” is pronounced something like “wah-dur,” whereas in some dialects in England it is pronounced more like “wah-tuh.”

But both words and genes are robust to these small changes. They still work when altered just a little bit – which allows them to evolve.

Words and genes both accumulate small changes over time. These changes tend to cluster geographically. People who live near one another for many generations tend to speak the same language and dialect, and also tend to have more similar genes than people who live further away.

So what does all this have to do with the argument in biology about levels of selection?

In 1976, Richard Dawkins drew attention to the gene’s eye view of biology with his book, The Selfish Gene. Prior to this book, a widespread view in biology was that genes are something organisms use to accomplish certain goals. The heart pumps blood, the kidneys filter blood, and the genes store information and transmit it to the next generation. Dawkins, popularizing work by G. C. Williams and W. D. Hamilton and others, turned this view on its head: organisms are “survival machines” that genes use to make more copies of themselves. Dawkins argued that genes are ruthlessly selfish, because only those genes that succeed in getting copied are transmitted to the next generation.

Many people have objected to this view of evolution. Stephen Jay Gould, for example, argued that natural selection acts on individuals, rather than genes. Biologists including Edward. O. Wilson and David Sloan Wilson have argued that selection acts on multiple levels: genes, individuals, groups, perhaps even species. The debate continues with passionate advocates on each side.

In some ways, I think the debate is entirely sterile. Many people on both sides of the debate seem willing to agree that group selection is mathematically equivalent to kin selection. What really seems to feed the passion in this debate is the connotations that people have towards the idea of genes as “selfish” entities. Many people seem to have the impression that group selection is somehow kinder, gentler, and politically more left-leaning than gene-level selection. This view puzzles me, since plausible mechanisms of group selection are often quite nasty, such as intergroup hostility and warfare.

Genes are exotic entities, only recently discovered, and not fully understood even by professional biologists. Words, however, are familiar things that we all use all the time. So linguistic evolution might be easier to grasp for many of us than genetic evolution.

From a Darwinian perspective, a word is selfish in exactly the same way that a gene is. In both cases, versions that succeed in making more copies of themselves are the ones that persist over time.

Genes get themselves copied through reproduction. In species with sexual reproduction, they depend on their host finding a mate and (if there is any parental care) successfully rearing the resulting offspring.

Words get themselves copied in various ways. Vertical transmission is like biological reproduction, in that words are passed down from parent to child. Words differ from genes in that they are also easily passed among unrelated individuals: horizontal transmission. Horizontal transmission of genes does occur, especially in bacteria, but it is less common in complex multicellular creatures like ourselves.

Words vary among speakers, just as genes vary among individuals. Common words are shared by nearly every member of a language community, but there is still variation, among regions, social groups, interest groups, and individuals.

My idiolect, like my genome, is an ephemeral collection of words and rules. It will vanish when I die (apart from whatever words I have left behind in books and such – but even those will represent only a fraction of my actual idiolect, and will show the influence of co-authors, editors and such). My genome will also vanish when I die (parts of it will live on in my children, but all mixed up with my wife’s genes).

Words, however, have longer histories – as do genes. The word I use for H2O, “water,” comes from ancient roots. We see its cousins in words such as “Wasser” in German and the more distant cousin “voda” in Russian (whence the word “vodka,” “my dear little water”), and “uisge” in Scottish Gaelic (and its distilled descendant word in English, “whiskey”).

In language evolution, selection occurs mainly at the level of words. It is individual words that accumulate changes in their sounds and meanings. Words exist in a constant competition with other words for space in each individual’s vocabulary. Words come and go, depending on fashion, technology, and random drift.

The analogy is of course far from perfect and shouldn’t be pushed too far.

In fact, some linguists don’t like this analogy at all. In a 2014 blog post, linguist Asya Pereltsvaig complains:

words are not “just like genes” in that they are easily borrowed from language to language, even across family boundaries, are subject to conscious choice, and are not subject to natural selection.

The first point is true – sort of. The sort of genetic transmission that we are most familiar with is vertical (parent to offspring) rather than horizontal (from one unrelated individual to another). However, horizontal gene transfer turns out to be more important the people used to think.

Bacteria swap genes fairly frequently, such as when they share genes for resistance to antibiotics (like Deadheads swapping tapes of old Grateful Dead shows).

And according to one recent study, some 8% of the human genome originated in retroviruses.

So actually words and genes quite similar in this respect. Most genes, and most words, come from your parents, but some genes and words come from elsewhere, sometimes even quite unrelated sources.

The other claim, that words are not “subject to natural selection,” is also debatable. Pereltsvaig focuses attention the fact that word form is arbitrary.

As was noted by the “father of modern linguistics” Ferdinand de Saussure, the association of sound and meaning of a word is largely random: the sound of house is neither more appropriate to the concept nor better for the “survival of the fittest” than maison (French), dom (Russian), bayit (Hebrew), or iglu (Inuktitut)

It is true that the particular form of a word is basically arbitrary. But it is not true that selection has nothing to do with word form. Over time, long words that are frequently used get shortened. In both French and English, the invention of two-wheeled human-powered transportation required an accompanying new word (“vélocipède,” bicycle), which was subsequently shortened in both languages (“vélo,” bike). French teenagers commonly use “gar” for boy instead of the longer “garçon.” Words that are hard for native speakers to pronounce get changed to make pronunciation easier. Words whose meanings are transparently obvious to native speakers may generally catch on better than words whose meaning is opaque. For example, the term “earworm” (to describe a catchy tune that gets stuck in your ear) has a better chance of being understood, used, and catching on among English speakers than the original German word that it is translated from, “Ohrwurm“.

Pereltsvaig also claims, “words provide no adaptive advantage to people(s) who have them.”

But I disagree with this as well. Words are crucial to survival and reproductive success in human societies. Someone unable to use words at all would have tremendous difficulty holding a job or finding a mate. Using words well is essential, not just for those who write for a living, but also for anyone who talks with other people.

In some cases, correct understanding of a word could make the difference between life and death. One time at Gombe, an American colleague of mine thought she saw a hippo swimming in Lake Tanganyika. She grew alarmed, as several people were swimming nearby. Hippos may seem harmless but they enormous, terrifying beasts with huge sharp tusks (usually hidden inside their vast mouths). Hippos are often said to kill more people in Africa each year than crocodiles. To warn the swimmers, she shouted “Kifaru! Kifaru!” The Swahili-speaking swimmers just looked at her with a puzzled expression – since kifaru means rhinoceros in Swahili, and there was no risk whatsoever that there would be a rhino in the water. It turned out there wasn’t a kiboko (hippo) either, but if there had been, this linguistic mistake could have proved deadly.

The particular words we use tell others about our social status, our level of education, our sense of humor and style, and many other aspects that directly affect our reproductive success. Blurting out the wrong set of words can cost a person dearly (see, for example, James Watson, Tim Hunt, Donald Trump).

Looking at evolution from a gene’s eye view provides insights that simply aren’t available from other perspectives. Many aspects of biology don’t make any sense at all except from a gene’s eye view. The very existence of sex, for example. If selection occurred at the level of individuals, we should see individuals mainly making exact copies of themselves (clones). This sometimes happens in plants and animals, and is the norm for bacteria, but the widespread occurrence of sexual production is very difficult to explain, unless evolution is mainly about the replication of genes.

At the same time, words and genes both exist within incredibly complex systems in which the influence of any one word or gene may not be obvious. Just as each word contributes a tiny bit to each individual’s language output, each gene contributes a bit to each individual’s biological output. The total number of words that an individual speaker knows is estimated to be around 20,000 – 35,000. Coincidentally, this happens to be quite similar to the number of protein-coding genes in the human genome (around 20,000-25,000). Thus, in most cases, any single word or gene is likely to have only a small and subtle influence on an individual’s survival and reproductive success.

Words combine in complex ways to produce phrases, sentences, and longer things like poems, songs, articles and books. Gene products interact in complicated ways to produce living bodies and regulate the expression of other genes.

Both words and genes only make sense within the context of the complex system in which they exist. The French word “entrée” means something eaten at the start of a meal in French (the “entry” into the meal). When English speakers borrowed this word, they rather confusingly used it to refer to the main course of a meal. Similarly, the “meaning” of genes depends on the context in which the genes occur. In animals with red blood cells, the genes for hemoglobin make proteins that carry oxygen. But what would happen if these genes were inserted into a bloodless organism, such as a bacterium? Probably just an accumulation of protein that has no use whatsoever for the bacterium. (This may seem like a weirdly pointless experiment, but it has actually been done to produce and and study mammoth hemoglobin).

Additionally, just because words and genes are both “selfish,” in the sense that those that are better at getting copied are the ones that become most common in a given population, does not mean that they have to promote behavior that is selfish. Animals engage in all sorts of altruistic behavior, much of which is presumably the result of genes promoting altruism – that is in fact the central topic of The Selfish Gene.

For example, individual words might be “selfish,” in the sense that words with features that promote being copied get copied more often. But the words themselves don’t necessarily promote selfish behavior. For example, “Do unto others as you would have done unto you” is a combination of words that has been extremely successful in getting itself copied. Perhaps the great majority of the hundreds of millions of people who speak English have some version of this phrase stored in their memories; and other languages transmit equivalent versions of this phrase. The phrase is good at getting copied, but it advocates cooperative behavior, rather than selfish behavior. This is precisely why the phrase has been so successful. People who make an effort to follow the idea encoded in this phrase are likely more successful at navigating the complexities of village and urban life than people who are mean-spirited and selfish. “Selfish” words, like “selfish” genes, often promote cooperative behavior.

Language evolution and biological evolution both result from the accumulation of small changes at fundamental levels: words and genes. Words are “selfish” in exactly the same way as genes. Words and genes that have attributes that increase their likelihood of being reproduced become more common in the population. But neither words nor genes have goals, or minds, or emotions, or feelings of being selfish, altruistic, or anything else. They are just bits of information that happen to exist within copying systems. And just because these bits of information can be described as selfish doesn’t mean that they invariably code for selfish behavior.