Hyperintelligence: Art, AI, and the Limits of Cognition

by Jochen Szangolies

Deep Blue, at the Computer History Museum in California. Image Credit: James the photographer, CC BY 2.0, via Wikimedia Commons

On May 11, 1997, chess computer Deep Blue dealt then-world chess champion Garry Kasparov a decisive defeat, marking the first time a computer system was able to defeat the top human chess player in a tournament setting. Shortly afterwards, AI chess superiority firmly established, humanity abandoned the game of chess as having now become pointless. Nowadays, with chess engines on regular home PCs easily outsmarting the best humans to ever play the game, chess has become relegated to a mere historical curiosity and obscure benchmark for computational supremacy over feeble human minds.

Except, of course, that’s not what happened. Human interest in chess has not appreciably waned, despite having had to cede the top spot to silicon-based number-crunchers (and the alleged introduction of novel backdoors to cheating). This echoes a pattern well visible throughout the history of technological development: faster modes of transportation—by car, or even on horseback—have not eliminated human competitive racing; great cranes effortlessly raising tonnes of weight does not keep us from competitively lifting mere hundreds of kilos; the invention of photography has not kept humans from drawing realistic likenesses.

Why, then, worry about AI art? What we value, it seems, is not performance as such, but specifically human performance. We are interested in humans racing or playing each other, even in the face of superior non-human agencies. Should we not expect the same pattern to continue: AI creates art equal to or exceeding that of its human progenitors, to nobody’s great interest? Read more »

For Good

by Michael Abraham

I wake early—not with the dawn but not long after it—and I stare out the window at a little conglomeration of Brooklyn backyards, severed from one another by brick walls and dotted with deciduous trees holding out their last against autumn. I am all wrapped up with the man I am dating, here in his home, in his bed, in Clinton Hill. He jokes with me, makes fun of me for being up so early, since I am one for sleeping late and one who protests mightily should sleeping late prove not to be an option. But not this morning. This morning, something momentous is about to happen, something about which I have thought many times, thought of as a far distant possibility, one that might never reach me. Indeed, I have written before about how it would never happen, how it could not happen. In these many flights of fancy about it happening, I have pondered deeply what it would feel like, decided it would feel none too good, that it would be a tragedy. But, here I am, poised on the precipice in the gray of a November morning just past seven a.m., poised on the precipice of it happening, and I have no sense of how it is that I feel, of whether it is a tragedy or a triumph or simply one of many things that must happen in the winding course of a life. I am leaving New York. I cannot say if it is for good that I am leaving, meaning both that I cannot say if it is a good thing and that I cannot say if it is forever. I ache as I wonder what it means to leave for good, as I wonder if that’s what I’m doing. Read more »

Empty Brains and the Fringes of Psychology

by Rebecca Baumgartner

Photo by Milad Fakurian on Unsplash

There’s a fascinating figure wandering aimlessly around the halls of psychology on the internet, and his name is Robert Epstein. 

Epstein is a 69-year-old psychologist who trained in B.F. Skinner’s pigeon lab in the 70s and now works at the American Institute for Behavioral Research and Technology in California, a nonprofit supporting a theory of the brain that supposedly “does not rely on metaphor.” Despite his credentials – he holds a doctorate from Harvard – both his nonprofit’s website and his own professional website give you the unsettling feeling that he exists on the fringes of psychology, and science more generally. This feeling is confirmed when you read anything he’s written.

One of the most vilified pieces of writing I’ve ever read was his piece “The Empty Brain,” which first appeared in Aeon back in 2016, but didn’t cross my desk until recently. In a nutshell, the article is about Epstein’s claim that the brain does not process information or contain memories – he believes these concepts are merely metaphors borrowed from computing and do not accurately describe what the brain does. 

What brains do, in Epstein’s view, is change in an orderly way in response to input and allow us to relive an experience we’ve had before – nothing so mechanistic as “processing” and “storing” things! (It’s never made clear how this new formulation differs from processing information and storing memories.

He also fails to realize that under that formulation, you could just as easily say that computers don’t store anything; the hard drive has simply been changed in an orderly way in response to input. Apparently our computers are not computers either. Read more »

We Can’t Work (It) Out

by Ada Bronowski

A philosopher and a stand-up comedian walk into a bar…the beginning of a joke? Or perhaps a history of humanity from the margins. The philosopher and the stand-up comedian are two figures that keep reappearing across the ages, cutting familiar silhouettes of odd bodies making odd claims about the world and its inhabitants.

The first stand-up comedian of Western civilisation is a demure character who makes a brief appearance in book 2 of Homer’s Iliad. Thersites is ‘the ugliest man to come to Troy’, with bow-legs, sagging shoulders, a hollow chest and an egg-shaped head. He is the sort ‘who would do anything to get a laugh’. He is the Jon Stewart of the Trojan War, telling the blood- (and gold-) thirsty leaders of that insanely annihilating campaign, just that. In front of the whole assembled army, Thersites lays bare the hypocrisy of the king of kings, Agamemnon, who talks of honour, glory, and justice, but in fact does nothing but steal, hoard, rape and exploit. Thersites is immediately punished for his effrontery, beaten up by Odysseus and reduced to a miserable tear-drenched heap, the laughingstock of the army. What began in laughter ends in laughter, but the audience has switched sides.

This is a brief but famous scene. Thersites has done the rounds in the history of ideas from hero of the little people as heralded by the first modern political theorist Hugo Grotius, and as a symbol of the revolutionary spirit by Karl Marx, to makeshift populist from the Greek historian Thucydides to Nietzsche via Shakespeare who vilifies Thersites in Troilus and Cressida. In the play, Thersites’ very presence vitiates the possibility of disinterested virtues: love, justice and honour turn, under his relentlessly berating tongue, into cover-words for rotten self-interest. Read more »

The Green Dragon?

by Mike O’Brien

China has been on my mind lately. It has also been on the mind of my federal government and political press. Recent revelations that China interfered with our elections in 2019, and possibly in 2021, have caused a bit of a kerfuffle, tinged by panic, indignation, and the kind of reflexive Trudeau-blaming that has become a sad fixture of Canadian public discourse. I miss the days when we blamed everything on Americans; it was unifying and accurate.

Frankly, I would be surprised and a little disappointed if China weren’t meddling in our elections. It would be a sign of indifference, a dashing of this country’s deepest collective hope that important countries notice us and even mention our name from time to time. It’s not like our elections are un-meddled-in anyhow, given that we share the world’s longest unprotected border with one of the 20th century’s most egregious election-meddlers. I’m not saying that official agents of the United States government are targeting our political processes. They don’t have to. The fact that most of our media is American, or pale copies thereof, does a better job of ideological and doctrinal contamination than any State Department stooge could hope to accomplish. The idea that Canadian society could ever be safe from outside predation is a dangerous folly. I suppose the Canadian political and security establishment knows this very well, and the feigned shock at any particular incursion is mostly performed to effect a diplomatic message.

I am glad that Trudeau is in power, rather than the ghoulish Republican-aping Conservatives. I used to give him a hard time for his tap-dancing around the incompatibility of Canada’s economic and environmental goals. I still do, but I used to, too (R.I.P. Mitch Hedberg). But I doubt Trudeau, or anyone, could win another election on the promise of taking steps sufficiently drastic to bring our economy in line with our public environmental commitments, let alone with actual environmental necessity. Too many voters are committed to preserving an unsustainable way of life, and that commitment is generously encouraged by a commercial media landscape awash in energy-industry propaganda. Read more »

Against Consistency Critiques

by Joseph Shieber

Suppose you had a friend whom you knew to be a lover of good coffee. You ask him how he likes his coffee machine and he replies that it’s okay. He emphasizes that one of the best features of the coffee machine is that it’s extremely reliable; each cup of coffee is the same as the last.

Curious, you ask your friend to brew a cup for you. After taking a sip, you exclaim, “Ugh, this tastes awful.”

“Yes,” your friend replies, “but at least it’s consistent.”

You’d likely think that such a response was crazy! Presumably, if given a choice between a machine that consistently produces bad cups of coffee and a machine that is inconsistent, but that at least occasionally produces good cups of coffee, anyone would choose the inconsistent machine. At least it gives you the CHANCE of getting a good cup of coffee!

Despite the seeming sensibleness of this view, it is surprisingly hard to keep its lesson in mind – for me no less than for others.

I was mindful of this as I read Liza Batkin’s essay, “The Kingdom of Antonin Scalia,” in The New Yorker.

Batkin’s work is only the latest in a long line of think-pieces charging that the Supreme Court’s now-ascendent conservatives aren’t true to their own espoused doctrines, but only apply those doctrines consistently when they yield their preferred political outcomes (examples of this style of piece go back, in my recollection, at least as far as Bush v Gore). Read more »

The Sublime Child in the Persona of Moses

by Shadab Zeest Hashmi

First, because Moses, or the prophet Musa as we know him in the Quran, is an unusual hero— a newborn all on his own, swaddled and floating in a papyrus basket on the Nile— my brothers and I couldn’t get enough of his story as children. Second, it is also a story of siblings: his sister keeps an eye on him, walking along the river as the baby drifts in the reeds farther and farther away from home, his brother, the prophet Harun accompanies him through many crucial journeys later in life, another reason the story was relatable. Returning to the narration as a young woman, a mother, I found myself more interested in the heroines in the story: Musa’s birth-mother whose maternal instinct and faith are tested in a time of persecution, the Pharaoh’s wife Asiya who adopts the foundling as her own, confronting her megalomaniac husband’s ire and successfully raising a child of slaves and the prophesied contender to the pharaoh’s power under his own roof. As a diaspora writer, especially one wielding the colonizer’s tongue and negotiating the contradictory gifts of language, I have yet again been drawn to Musa. He is an outsider and an insider— one who carries a “knot on his tongue”— the burden of interpreting and speaking, not entirely out of choice, to radically different entities: God, the Pharaoh and his own people. Among the myriad facets of the legend, the most enduring is the innocence at the heart of his mythos, the exoteric quality of wisdom explored beautifully in mystic writings and poetry as a complementary aspect of the esoteric.

Read more »

The End of an Era: On Roger Federer’s Retirement

by Derek Neal

The one regret of my life so far is never having seen Roger Federer play tennis in person. As Federer announced his retirement this year, I’ll never have the chance. The closest I came was the summer of 2017: I was in Italy and planned on flying to Stuttgart to see Federer play in a grass court tournament as preparation for Wimbledon. A few weeks before I was set to leave, I applied for a job at an English language school, largely at the behest of my girlfriend, who was unhappy with the fact that I was “studying” Italian in the mornings and flâning the streets in the afternoons, all while she spent long days toiling away as an unpaid intern in a law office, a common situation in Italy. I didn’t expect to get the job—I had little experience and no real credentials—but I would soon learn that neither of these things mattered, superseded as they were by my being a native speaker. I got the job and had to cancel my trip.

For readers who are not fans of Federer, my above statement may seem hyperbolic, but I am writing in earnest. Sports, and specifically tennis, being an individual sport, have the ability to become representative of something larger than themselves. In tennis, the great players embody a way of life through their playing styles. Federer, being the most graceful and beautiful player, makes us think that one can live a life in this way, moving through the world in harmony with our surroundings, never forcing one’s desires but letting their fulfillment come to us, and acting in accordance with what might be called the laws of nature. This is how Federer moves around the tennis court. At his best, he seems to be a Zen sage who has attained enlightenment. Rafael Nadal is the foil to Federer’s grace. Nadal shows us that anything can be achieved through hard work and perseverance. He plays with force and power, grunting as he hits the ball, bending the world to his will and conquering all that lays before him. Fans of Nadal, I imagine, have this worldview and admire him for its representation in his style of play. Read more »

On the Road: Chile Can’t Decide

by Bill Murray

Punta Arenas, Chile

Charles Darwin was just shy of 24 years old, his eyes open in wonder as the HMS Beagle slid along the shore of the largest island in the archipelago of Tierra del Fuego. His eyes grew wider as bonfires flared along the water’s edge. “They must have lighted the fires immediately upon observing the vessel, but whether for the purpose of communicating the news or attracting our attention, we do not know,” he wrote. 

These shore people called themselves Ona and Yaghan. Canoeists and fishermen adept at navigating the labyrinth of channels in these straits, in wintertime they kept fires constantly stoked for warmth. The Yaghan wore only the scantest clothing despite the cold. To fend off wind and the rain, they smeared seal fat over their bodies.

The Ona lived across the strait, on an island just visible through the spray and mist. History calls them fierce warriors who adorned themselves with necklaces of bone, shell and tendon, and who, wearing heavy furs and leather shoes, intimidated the bare-skinned Yaghan. Darwin gave them their backhanded due, calling them “wretched lords of this wretched land.” An acerbic settler once described life hereabouts as 65 unpleasant days per year complimented by 300 days of rain and storms. Read more »

We Should All be Wearing Crash Helmets

George Dardess at Slant Books:

Meis employed his dis- or un-layering style first in The Drunken Silenus: On Gods, Goats, and the Cracks in Reality.There Meis used Peter Paul Rubens’s 1620 painting, “The Drunken Silenus, to expose the thinness of the membrane that separates mortality from immortality. Meis probes that membrane again in this second book, The Fate of the Animals. Here, he chooses Franz Marc’s 1913 painting, “The Fate of the Animals,” as a source for revealing or at least giving us a glimpse of the coming-into and going-out-of existence of all beings, including our own transient selves.

Does Meis’s project strike you as a crazily ambitious, crazily quirky? Two short books (both fewer than 200 pages), each focused on only one painting, one by an acknowledged master (Rubens), one by a painter I admit I had never heard of (Marc).  The painters themselves unconnected by genre, historical setting, or personal or professional interests. Yet both painters’ works are treated as if equally endowed by their capacity to change our lives.

More here.

Inside the Proton, the ‘Most Complicated Thing You Could Possibly Imagine’

Charlie Wood and Merrill Sherman in Quanta:

High school physics teachers describe them as featureless balls with one unit each of positive electric charge — the perfect foils for the negatively charged electrons that buzz around them. College students learn that the ball is actually a bundle of three elementary particles called quarks. But decades of research have revealed a deeper truth, one that’s too bizarre to fully capture with words or images.

“This is the most complicated thing that you could possibly imagine,” said Mike Williams, a physicist at the Massachusetts Institute of Technology. “In fact, you can’t even imagine how complicated it is.”

The proton is a quantum mechanical object that exists as a haze of probabilities until an experiment forces it to take a concrete form. And its forms differ drastically depending on how researchers set up their experiment. Connecting the particle’s many faces has been the work of generations.

More here.

Gerald Stern said poets had a sacred calling

Chris Hedges in Consortium News:

I met Jerry when I was a pariah. I had repeatedly and publicly denounced the invasion of Iraq and, for my outspokenness, had been pushed out of The New York Times. I was receiving frequent death threats. My neighbors treated me as though I had leprosy. I had imploded my journalism career.

Seeing how isolated I was, Jerry suggested we have lunch each week. His friendship and affirmation, at a precarious moment in my life, meant I had someone I admired assure me that it would be all right.

He had the impetuosity and passion of youth, reaching into his pocket to pull out his latest poem or essay and reading long sections of it, ignoring his food. But, most of all, he knew where he stood, and where I should stand.

“There is no love without justice,” he would say. “They are identical.”

More here.

Can imperiled people’s stories prompt more than empty empathy?

Nazish Brohi in Guernica:

After they find dry ground for refuge, tie up surviving livestock, scan the ground for snakes and scorpions, queue, break queue and grab for food, plead for water, scream for tents, weep for loss, curse officials, lament fate — after all that, people whose lives have been upended by floods want to talk. I tell them I can’t do much. I am a researcher documenting and analyzing disaster impacts for various organizations, and it can be months before anyone even reads my reports. But sometimes, it’s enough for them to find someone who will listen.

Their stories are preserved in my scribbles from Pakistan’s 2010 superfloods, amber-toned by the resin of old grievances. And there are other, newer ones from this year’s record-breaking “Monster Monsoon” floods, not yet tinged by time and age; instead, they hold the clarity and acidity of vinegar. A few of the stories make it to my reports as case studies or three-line illustrations of my analyses. The rest lie in my soundproof vault of secondary grief.

More here.

How Goethe and Schiller ushered in the romantic age

Freya Johnston in Prospect Magazine:

Andrea Wulf’s substantial yet pacey new book concerns itself with a dazzling generation of German philosophers, scientists and poets who between the late 18th and early 19th centuries gathered in the provincial town of Jena and produced some of the most memorable works of European romanticism.

Perhaps the most wonderful account of this group’s intellectual and emotional life published in English is Penelope Fitzgerald’s 1995 historical novel The Blue Flower. For that book’s epigraph, Fitzgerald chose a comment made by Friedrich von Hardenberg, the man later known as Novalis: “Novels arise out of the shortcomings of history.” This fragmentary thought is both allusive and cryptic. We might take it to mean that novels pick up where history leaves off; that fiction comes into being in order to chart the private, intimate, domestic aspects of life rather than the large-scale, public sweep of grand events that governs a conventional historical narrative. Novels implicitly challenge the priorities of history, inviting us to look within and to reconceive the world. Novalis, himself a wildly experimental writer of fiction and a poetic thinker of terrific originality and insight, argued strenuously for the need to romanticise and revolutionise our surroundings according to what we find inside ourselves: philosophy, he said, originates in feeling.

Fitzgerald’s response as a novelist to that call—to recognise the primacy of individual sensations—was to write in such an unobtrusively informed and tactful way as to convince us that she personally knew the characters about whom she was writing. Conveying her sense of the past through beautifully assured, delicately economical glimpses of the Hardenbergs and their circle at home in the 1790s, her style is as clipped and fragmentary as that of her philosophical subject, intimating via imaginary reconstructions a world of familiarity with private love, pain and grief.

More here.