The Social Edge of Intelligence

If AI capability depends on the social complexity of human language production—and if AI deployment systematically reduces that complexity through cognitive offloading, homogenization of creative output, and the elimination of interaction-dense work—then the technology is gradually undermining the conditions for its own advancement. Its successes, rather than failures, create a spiral: a slow attenuation of the very substrate it feeds on, spelling doom.

This is the Social Edge Paradox, and the intellectual tradition it draws from is older and more interdisciplinary than most AI commentary acknowledges.

Michael Tomasello’s evolutionary research establishes that human cognition diverged from other primates by a process other than superior individual processing power. The real impetus came through the capacity for collaborative activity with shared goals and complementary roles. He argues that even private thought is “fundamentally dialogic and social” in structure—an internalization of interaction patterns. Autonomous neural capacity is far from enough to account for the abilities of human thought.

Robin Dunbar’s social brain hypothesis quantifies the link: neocortex ratios predict social group size across primates; language evolved as a mechanism for managing relationships at scales too large for grooming. Two-thirds of conversation is social, relational, reputational. Language is often mistaken as an information pipe, but it is really a social coordination technology.

My own position is that collective intent engineering, found in forms as familiar as simple brainstorming, accounts for most frontier cognitive expansion. The intelligent algorithms of today have not been built with this critical function in mind.

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The AI industry is telling a story about the future of work that goes roughly like this: automate what can be automated, augment what remains, and trust that the productivity gains will compound into a wealthier, more efficient world.

The Social Edge Framework tells a different story. It says: the intelligence we are automating was never ours alone. It was forged in conversation, argument, institutional friction, and collaborative struggle. It lives in the spaces between people, and it shows up in AI capabilities only because those spaces were rich enough to leave linguistic traces worth learning from.

Every time a company automates an entry-level role, it saves a salary and loses a learning curve, unless it compensates. Every time a knowledge worker delegates a draft to an AI without engaging critically, the statistical thinning of the organizational record advances by an imperceptible increment. Every time an organization mistakes polished output for strategic progress, it consumes cognitive surplus without generating new knowledge.

None of these individual acts is catastrophic. However, their compound effect may be.

The organizations that will thrive in the next decade are not those with the highest AI utilization rates. They are those that understand something the epoch-chaining thought experiment makes vivid: that AI’s capabilities are an inheritance from the complexity of human social life. And inheritances, if consumed without reinvestment, eventually run out. This is particularly critical as AI becomes heavily customized for our organizational culture.

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The Social Edge is more than a metaphor. It is the literal boundary between what AI can do well and what it will keep struggling with due to fundamental internal contradictions. Furthermore, the framework asks us all to pay attention to how the very investment thesis behind AI also contains the seeds of its own failure. And it reminds leaders that AI’s frontier today is set by the richness of the social world that produced the data it learned from.

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The Rise And Fall Of ‘Petty Tyrants’

Petty tyrants are more focused on personal victories than on national priorities. The good news is that they carry within them the seeds of their own destruction. Once we understand their common flaws, it becomes apparent why they eventually fall rapidly from power and leave few changes to government that last. Understanding this pattern can help us recognize a critical feature that distinguishes leaders who damage their nations from those who create lasting good: their relationship to truth.

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One of the worst mistakes the opposition can make is extending contempt for the tyrant into contempt for the tyrant’s supporters. Most of these supporters sincerely believed that the tyrant would be more likely to solve their problems — often real grievances that the opposition had failed to address. Blaming the supporters denies the reality of the failures and reinforces their support for the tyrant. 

As Napoleon consolidated his power, his critics described the farmers who supported him as “a sack of potatoes” and Parisian workers as having “their minds crammed with vain theories and visionary hopes.” This attitude of condescension made it easier for Napoleon to position his opposition as arrogant elites and himself as the champion of ordinary people.

When the opposition makes it socially acceptable to show contempt for anyone who disagrees, they cooperate with the tyrant in creating a cycle of divisiveness that distracts from reality. That cycle sustains the tyrant’s hold on power. 

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Once they had disabled democracy, these tyrants managed to hold onto power long after their popularity faded. Even removing the tyrant was not a guarantee of short-term success. In the Philippines, democracy has still not fully recovered.

It is much easier to stop the rise of a tyrant than to accelerate their fall. It would have been far better for each nation if the leaders of the opposition had learned from their failures, postponed their short-term ambitions and concentrated on preserving the democracy.

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The legacies of these truth-based leaders have long outlived the leaders themselves, and they continue to benefit us in the 21st century. Bismarck’s social safety nets are still thriving in Germany, and they have been widely copied. Singapore is now a prosperous nation, and a Singaporean passport will get you visa-free entry into more countries than any other. Roosevelt’s Social Security is so successful that politicians on both sides of the aisle now compete to take credit for protecting it.

Look at what endures from these six stories: not the propaganda, the posters and parades, but the institutions that continue to serve their nations decade after decade. The children who are healthy and literate. The elderly and disabled who live in security and dignity. The deposits, safe in the bank. The honest civil services that provide real protections and solve real problems. These are the legacies that matter.

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Golden Retriever Lifetime Study - Update From Morris Animal Foundation

Got this poignant email from Morris Animal Foundation today: 

As we approach the 15th year of the Golden Retriever Lifetime Study, we are entering a new, exciting stage every pet owner will appreciate. To date, 386 of our dogs have lived to age 13 or older, including three who have reached the remarkable milestone of 15 years. As a lifelong golden retriever owner, it warms my heart to see these dogs thrive. As a veterinarian and epidemiologist, I am eager to leverage this unique dataset to understand what sets these “super-seniors” apart. After all, that is our ultimate goal: we don’t just want dogs to avoid cancer, we want dogs that remain healthy and vibrant well into their golden years.

To capture the shifting challenges these dogs may face as they age, the Study utilizes supplemental surveys that participants can opt into every six months. These provide vital data on mobility and cognition. This initiative began when most dogs in the Study were approximately 8 years old and is rapidly becoming a robust dataset that will aid researchers for decades. Current research suggests dogs fall into two categories: "cognitive maintainers" and "cognitive decliners." Our data is uniquely positioned to help us identify the specific factors that contribute to prolonged cognitive health.

Because the Golden Retriever Lifetime Study is longitudinal, scientific interest has accelerated alongside the Study’s progress. While we have sadly said goodbye to 1,780 heroes, the information they contributed from puppyhood onward is of historic importance. As I write this, more than 100 studies have leveraged our data to investigate a wide variety of health topics. We recently closed our annual call for canine research proposals, and of the 142 pre-proposals submitted, 21 plan to incorporate Study data.

While the Study’s evolution into aging is exciting, our primary objective — to make progress against canine cancer — remains unchanged. The Foundation recently invested in two cancer studies that showed promising initial results. Both successfully identified genetic regions related to hemangiosarcoma and histiocytic sarcoma, respectively. Researchers are now building on these findings using Study data, which could lead to life-saving genetic tests. These are just two examples of the many promising studies currently underway that have the potential to change the future of canine health.

From all of us at Morris Animal Foundation, thank you for making this work possible and supporting the research that will help dogs run, play and be with us to create more memories well into their golden years.

Please keep up the good work; your team will always have wishes from Max and I.  

I said this when Max had cancer and I am saying this now - a lot of insights will come from this study and the Dog Aging Project which will help Sapiens although my moronic species refuse to give data. 

Researchers need a lot of data from healthy people to understand what it looks like not having cancer - a fundamental machine learning common sense. 

Plants Can Hear The Sound Of Falling Rain

Deep inside the inner ear are tiny calcium carbonate crystals called otoliths that swish around in fluid-filled sacs when we move, helping our brains detect acceleration. Plants have similarly situated calcium carbonate crystals called “statoliths” in their root cells. Instead of detecting acceleration, however, the crystals tell the plants which way is down so the roots can grow in that direction. While the otoliths in our ears don’t help us hear, the statoliths in plant roots could help plants hear, according to a new study published in Scientific Reports. 

Researchers from the Massachusetts Institute of Technology wanted to find out if sound waves from natural phenomena like rain could be energetic enough to jostle the stratoliths in plants and facilitate germination. To test their theory, they used rice seeds, which typically grow in shallow water, an environment that can transmit sound waves more efficiently.

“Water is denser than air, so the same drop makes larger pressure waves underwater,” study author Nicholas Makris said in a statement. “So if you’re a seed that’s within a few centimeters of a raindrop’s impact, the kind of sound pressures that you would experience in water or in the ground are equivalent to what you’d be subject to within a few meters of a jet engine in the air.”

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Ideas Of Slavery

Now a new book, John Samuel Harpham’s The Intellectual Origins of American Slavery, asks us to reconsider that standard account of events. Harpham does not discount economic or imperial explanations for the rise of New World slavery; what he suggests, instead, is that those explanations can make sense only within a culture where “slavery was available as an option.” His goal, as he puts it, is to discover “the reasons for which slavery was understood to be a status about which narrow-minded men could make calculations.”

The result is ironic and tragic in the way of the best history. Initially, Harpham claims, the English hesitated to embrace African slavery. Then, when they did, their decision was not based on any perceived racial difference or inferiority. It was based, instead, on something even more troubling: Harpham believes that English people enslaved Africans not because they were seen as different but because they seemed so very similar.

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Harpham’s history reconsiders Jordan’s account of that “unthinking decision.” If the keynote of Jordan’s book was that early English observers saw Africans as different, the keynote of Harpham’s is that English people had a lot of different ideas: about Africa, about Africans, about skin color and about slavery. Nowhere was there broad agreement, he claims, except perhaps about the essence of slavery. But early English ideas about slavery were also different from what we might expect.

Throughout the period when colonial slavery was taking shape, Harpham explains, English writers still relied heavily on a conception of slavery that they inherited from ancient Rome. In contrast to the ancient Greek idea that some people could be “natural slaves,” a view most commonly associated with Aristotle, Roman law defined slavery as the product of convention. Individuals were naturally free, in this view, but could be reduced to slavery if they committed a crime or, more commonly, were captured in war. “In short,” Harpham writes, “slavery arose in Roman law as the result of history rather than nature, as a fact of modern life rather than a timeless feature of the universe.”

Accordingly, the central question for English writers in the late sixteenth and seventeenth centuries was not what qualities made a person a natural slave—a question that might lead to a racial answer—but instead what circumstances allowed for enslavement. The English showed a special interest in this question, Harpham suggests, because they were simultaneously forging a national self-identity based on “the conviction that theirs was a nation dedicated to freedom.” This conviction grew out of internal developments, such as the decline of villeinage (a kind of serfdom), but it also took shape in direct contrast to England’s chief international rivals, the Spanish and the Portuguese.

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Rebel - Refuses To Consent To Falseness, Injustice, Or Mediocrity

Rebellion is not merely reactive but creative. It doesn’t only tear down — it seeks to reimagine. Albert Camus understood this when he wrote that “I rebel — therefore we exist.” For Camus, rebellion was the refusal to accept absurdity passively. It was the insistence that life and justice still matter even in a godless world. To rebel, then, is to affirm the possibility of meaning precisely where meaning seems most threatened. It is to insist that one’s freedom and integrity are worth defending, even when doing so brings discomfort or risk.

Rebellion typically begins in solitude but inevitably reaches toward solidarity. The solitary rebel says no to hypocrisy, cruelty, or exploitation; yet the truest form of that no is said on behalf of all. 

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To live rebelliously in this deeper sense requires courage of a particular kind — the courage to trust one’s perception of what is wrong and to act in accordance with one’s conscience. Many people lose meaning because they no longer believe their own perceptions. They feel what is off — at work, in politics, in relationships — but they suppress that intuition in order to get by. Over time, this suppression breeds cynicism and fatigue.

Rebellion restores vitality by reuniting perception with action. It says: “I see what I see, I know what I know, and I will live in truth.” That alignment itself is deeply meaningful.

The pathway of rebellion does not exclude tenderness or humility. The most enduring rebels — figures like Rosa Parks, Mahatma Gandhi, or the many artists and thinkers who defied oppressive norms — rebelled not out of hatred but out of love: love for justice, for humanity, for the sanctity of truth. Rebellion, rightly understood, is a form of devotion. It refuses to let meaning be trampled by fear or conformity. It honors life enough to resist what diminishes it.

For the individual seeking reenchantment, rebellion may take quieter, more personal forms. It might mean refusing to keep up a façade of perpetual busyness or success. It might mean declining to participate in conversations that are mean-spirited or false. It might mean leaving a career that pays well but deadens the heart. In each case, rebellion functions as a reclamation of self. By saying “no” to what is meaningless, one makes room for what is real to appear. The act of refusal becomes the act of awakening.

This pathway, however, carries hazards. A rebel without an anchoring vision and a sense of humanity can become a cynic or destroyer, mistaking constant opposition for depth. To avoid this, it would be wise to tether rebellion to love, to beauty, to some image of the world as it could be. The purpose of rebellion is not to stay angry forever but to clear space for creation, renewal, and joy. Rebellion that remains open-hearted is not corrosive but cleansing; it removes what is false so that truth can breathe again.

In this way, rebellion restores the pulse of meaning through the experience of agency. The disenchantment of modern life often stems from powerlessness — feeling that one’s choices make no difference, that the world is too vast or corrupted to be changed. To rebel, even in a small and symbolic way, is to reclaim a measure of agency. It reignites the sense that one’s voice, one’s actions, one’s very stance toward the world still matter. That sense of mattering is one of the foundations of meaning itself.

Finally, rebellion reenchants because it reconnects us to the moral dimension of existence. It reminds us that life is not neutral or arbitrary but charged with value. Each act of rebellion is, at its core, an assertion of value: this matters; I matter; truth matters. That moral clarity dispels the fog of meaninglessness more effectively than any abstract philosophy. It returns us to the felt conviction that life is worth the trouble, that the struggle itself is vital.

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Robert Trivers on Evolutionary Biology & Math Of Honor Killings!

Wisdom Of Isabel Allende

You need your space, and that ‘room of one’s own,’ as Virginia Woolf put it. That room is also your time, your space, your silence—that has to be sacred. I need to close the door to my office when I finish for the day, and no one should get in. I have the idea in my mind that the story is an entity that lives in that room, with the characters, the emotions that I have been putting together. And when I come back the next day, I open the door; it’s waiting for me, intact. I don’t want anybody to go in and vacuum, or use my computer. That would kill me if somebody used my computer!

When I finally close the computer for the day, I look at my desk and put things in piles, and I usually have a candle on, because for me the candle reminds me that I am in the process of writing—not because there’s anything magic about it. And then I blow out my candle—that ends the day. And I look around to see that everything is organized, and I leave. I’m incredibly organized, because that’s part of my structure. When I walk into my office, it looks like a lab. It’s impeccable. And when I leave, it’s impeccable. I never leave a messed-up place, because when I come back, if everything is disorganized, I feel the story isn’t there for me.

Writing is pretty much like training for sports. You train and train and train to be able to play the game. And nobody cares how much you’ve trained. Nobody cares about the effort. What matters is the performance at the end, the result. Sometimes I research a whole book for one sentence, but that’s part of the job, part of the training, so that the performance will be impeccable. Nothing comes out of thin air. But once I have my hands on the keyboard, and I start creating, then things start to happen immediately, almost immediately. But I need to get to that point. I spend hours and hours alone and in silence. Without the silence and the structure, I wouldn’t be able to do it.

- David Epstein Interview with Isabel Allende

The Ideology, Economics, & Psychology Behind The Modern World's Draining Of Color From Homes, Cars, & Everyday Objects.

If you go to slums of Bombay to Brazil to Mexico to Kenya, you will notice a riot of colors. Yes, there is crime there, most people who live on day to day paycheck are content and happy. 

Color helps psychologically! It’s “Biophilia" of living in a rainforest - its one of the least studied simple psychological boosters. 

Max’s home is a riot of colors - living room is yellow, basement is pink, bed rooms are other colors - no no to neutral colors. I learned this a long time ago and even my dress has a variety of colors. 

I noticed something weird maybe a year or two ago, 5 plus years since Max passed away - a lot of my new t-shirts etc., were greyish… so I cleaned up my wardrobe and brought back color to my life. I was subconsciously depressed without Max. 

Color is the simplest and easiest confidence and psychological booster we have but alas we, sapiens even tend to ignore it. 

Very good history of why this transformation of color to grey happened in US and spread to across the globe: 

From Hawaii to Maine, from Alaska to Florida, the most popular shade for your home’s exterior is some variation of gray, off-white, beige, or greige — a hue so existentially undecided that it can’t commit to being either gray or beige, and so ends up neither, and both.

But how can this be? America is anything but monochrome. It contains multitudes of cultures, climates, and landscapes, and people who disagree, loudly and publicly, about nearly everything. So why, when Americans need a tin of house paint, do they so often reach for the neutral shelf? Why does the average house in this great and varied nation look like it’s been dipped in a vat of Resigned Indifference®?

The answer is a phenomenon dubbed “the grayening”: a gradual but relentless draining of pigment, not just from exteriors but also from interiors and from the stuff of everyday life, like cars and phones. In 2020, researchers at the Science Museum Group in London found evidence of the trend’s longevity. Feeding roughly 7,000 photographs of everyday objects — kettles, lamps, cameras — from the late 1800s to 2020 into an algorithm, they then asked it to track color distribution over time.

The result: a striking shift toward achromatic — that is, neutral — colors in material culture.

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In his 1908 essay “Ornament and Crime,” Austrian architect Adolf Loos argued that ornamentation was not merely unnecessary, but a sign of arrested moral development. Truly evolved people, he suggested, would gravitate toward clean lines and plain surfaces. Applied ornament, including the use of color as decoration, didn’t enhance; it cluttered and distracted.

Loos’s polemical target was Art Nouveau, then in full frothy bloom. His arguments were influential on the Bauhaus school of art, which canonized restraint and straight lines. It, in turn, informed the International Style that swept global architecture from the 1930s onward, a style that favored glass, steel, and concrete. All gray: not just by default, but as a statement of seriousness.

Le Corbusier, pioneer of what we now simply call modern architecture, made the point with characteristic charm, declaring that color “is suited to simple races, peasants and savages.” Ouch.

The desaturation didn’t stop at buildings. Car colors have been meticulously catalogued since the dawn of the automotive age, making them a useful proxy for the broader culture’s chromatic pulse. Black had its first heyday as a car color about a century ago, when Henry Ford famously quipped that his Model T was available “in any color the customer wants, as long as it’s black.”

How Not To Save The Planet

Wendell Berry, one of the few remaining writers in the older topophilic tradition, understands this better than anyone. In 1991, he wrote an essay for the Atlantic—a magazine for which Thoreau had written—in response to the then-common slogan “Think globally, act locally”:

Properly speaking, global thinking is not possible. Those who have “thought globally” (and among them the most successful have been imperial governments and multinational corporations) have done so by means of simplifications too extreme and oppressive to merit the name of thought. Global thinkers have been, and will be, dangerous people.

Global thinking is, for Berry, intrinsically and necessarily destructive of actual places:

Unless one is willing to be destructive on a very large scale, one cannot do something except locally, in a small place…. If we want to put local life in proper relation to the globe, we must do so by imagination, charity, and forbearance, and by making local life as independent and self-sufficient as we can—not by the presumptuous abstractions of “global thought.”

I would add to this that when global thought is not actively destructive it nevertheless tends to encourage depression in those who attempt it—which accounts, I think, for the gloomy and finger-wagging tone to which we have become accustomed.

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This, I think, is an object lesson for those who wish to save the planet. If you would save the planet, forget The Planet; if you would sustain and repair nature, forget Nature. Remember the example of Gilbert White. Think only of the sensual properties of one dear place. If you learn to love a pond or a creek or a valley, then what you love others will love—and will perhaps also come to find some element of their own local environment dear to them, dear enough to conserve and protect. Our obligations arise from our deepest affections. You just have to show them how.

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