Can Spare Parts from Pigs Solve Our Organ Shortage?
Jennifer Cisneros was 18 years old, commuting to college from her family's home outside Annapolis, Maryland, when she came down with what she thought was the flu. Over the following weeks, however, her fatigue and nausea worsened, and her weight began to plummet. Alarmed, her mother took her to see a pediatrician. "When I came back with the urine cup, it was orange," Cisneros recalls. "He was like, 'Oh, my God. I've got to send you for blood work.'"
"Eventually, we'll be better off than with a human organ."
Further tests showed that her kidneys were failing, and at Johns Hopkins Hospital, a biopsy revealed the cause: Goodpasture syndrome (GPS), a rare autoimmune disease that attacks the kidneys or lungs. Cisneros was put on dialysis to filter out the waste products that her body could no longer process, and given chemotherapy and steroids to suppress her haywire immune system.
The treatment drove her GPS into remission, but her kidneys were beyond saving. At 19, Cisneros received a transplant, with her mother as donor. Soon, she'd recovered enough to return to school; she did some traveling, and even took up skydiving and parasailing. Then, after less than two years, rejection set in, and the kidney had to be removed.
She went back on dialysis until she was 26, when a stranger learned of her plight and volunteered to donate. That kidney lasted four years, but gave out after a viral infection. Since 2015, Cisneros—now 32, and working as an office administrator between thrice-weekly blood-filtering sessions—has been waiting for a replacement.
She's got plenty of company. About 116,000 people in the United States currently need organ transplants, but fewer than 35,000 organs become available every year. On average, 20 people on the waiting list die each day. And despite repeated campaigns to boost donorship, the gap shows no sign of narrowing.
"This is going to revolutionize medicine, in ways we probably can't yet appreciate."
For decades, doctors and scientists have envisioned a radical solution to the shortage: harvesting other species for spare parts. Xenotransplantation, as the practice is known, could provide an unlimited supply of lifesaving organs for patients like Cisneros. Those organs, moreover, could be altered by genetic engineering or other methods to reduce the danger of rejection—and thus to eliminate the need for immunosuppressive drugs, whose potential side effects include infections, diabetes, and cancer. "Eventually, we'll be better off than with a human organ," says David Cooper, MD, PhD, co-director of the xenotransplant program at the University of Alabama School of Medicine. "This is going to revolutionize medicine, in ways we probably can't yet appreciate."
Recently, progress toward that revolution has accelerated sharply. The cascade of advances began in April 2016, when researchers at the National Heart, Lung, and Blood Institute (NHLBI) reported keeping pig hearts beating in the abdomens of five baboons for a record-breaking mean of 433 days, with one lasting more than two-and-a-half years. Then a team at Emory University announced that a pig kidney sustained a rhesus monkey for 435 days before being rejected, nearly doubling the previous record. At the University of Munich, in Germany, researchers doubled the record for a life-sustaining pig heart transplant in a baboon (replacing the animal's own heart) to 90 days. Investigators at the Salk Institute and the University of California, Davis, declared that they'd grown tissue in pig embryos using human stem cells—a first step toward cultivating personalized replacement organs. The list goes on.
Such breakthroughs, along with a surge of cash from biotech investors, have propelled a wave of bullish media coverage. Yet this isn't the first time that xenotransplantation has been touted as the next big thing. Twenty years ago, the field seemed poised to overcome its final hurdles, only to encounter a setback from which it is just now recovering.
Which raises a question: Is the current excitement justified? Or is the hype again outrunning the science?
A History of Setbacks
The idea behind xenotransplantation dates back at least as far as the 17th century, when French physician Jean-Baptiste Denys tapped the veins of sheep and cows to perform the first documented human blood transfusions. (The practice was banned after two of the four patients died, probably from an immune reaction.) In the 19th century, surgeons began transplanting corneas from pigs and other animals into humans, and using skin xenografts to aid in wound healing; despite claims of miraculous cures, medical historians believe those efforts were mostly futile. In the 1920s and '30s, thousands of men sought renewed vigor through testicular implants from monkeys or goats, but the fad collapsed after studies showed the effects to be imaginary.
Research shut down when scientists discovered a virus in pig DNA that could infect human cells.
After the first successful human organ transplant in 1954—of a kidney, passed between identical twin sisters—the limited supply of donor organs brought a resurgence of interest in animal sources. Attention focused on nonhuman primates, our species' closest evolutionary relatives. At Tulane University, surgeon Keith Reemstma performed the first chimpanzee-to-human kidney transplants in 1963 and '64. Although one of the 13 patients lived for nine months, the rest died within a few weeks due to organ rejection or infections. Other surgeons attempted liver and heart xenotransplants, with similar results. Even the advent of the first immunosuppressant drug, cyclosporine, in 1983, did little to improve survival rates.
In the 1980s, Cooper—a pioneering heart transplant surgeon who'd embraced the dream of xenotransplantation—began arguing that apes and monkeys might not be the best donor animals after all. "First of all, there's not enough of them," he explains. "They breed in ones and twos, and take years to grow to full size. Even then, their hearts aren't big enough for a 70-kg. patient." Pigs, he suggested, would be a more practical alternative. But when he tried transplanting pig organs into nonhuman primates (as surrogates for human recipients), they were rejected within minutes.
In 1992, Cooper's team identified a sugar on the surface of porcine cells, called alpha-1,3-galactose (a-gal), as the main target for the immune system's attack. By then, the first genetically modified pigs had appeared, and biotech companies—led by the Swiss-based pharma giant Novartis—began pouring millions of dollars into developing one whose organs could elude or resist the human body's defenses.
Disaster struck five years later, when scientists reported that a virus whose genetic code was written into pig DNA could infect human cells in lab experiments. Although there was no evidence that the virus, known as PERV (for porcine endogenous retrovirus) could cause disease in people, the discovery stirred fears that xenotransplants might unleash a deadly epidemic. Facing scrutiny from government regulators and protests from anti-GMO and animal-rights activists, Novartis "pulled out completely," Cooper recalls. "They slaughtered all their pigs and closed down their research facility." Competitors soon followed suit.
The riddles surrounding animal-to-human transplants are far from fully solved.
A New Chapter – With New Questions
Yet xenotransplantation's visionaries labored on, aided by advances in genetic engineering and immunosuppression, as well as in the scientific understanding of rejection. In 2003, a team led by Cooper's longtime colleague David Sachs, at Harvard Medical School, developed a pig lacking the gene for a-gal; over the next few years, other scientists knocked out genes expressing two more problematic sugars. In 2013, Muhammad Mohiuddin, then chief of the transplantation section at the NHLBI, further modified a group of triple-knockout pigs, adding genes that code for two human proteins: one that shields cells from attack by an immune mechanism known as the complement system; another that prevents harmful coagulation. (It was those pigs whose hearts recently broke survival records when transplanted into baboon bellies. Mohiuddin has since become director of xenoheart transplantation at the University of Maryland's new Center for Cardiac Xenotransplantation Research.) And in August 2017, researchers at Harvard Medical School, led by George Church and Luhan Yang, announced that they'd used CRISPR-cas9—an ultra-efficient new gene-editing technique—to disable 62 PERV genes in fetal pig cells, from which they then created cloned embryos. Of the 37 piglets born from this experiment, none showed any trace of the virus.
Still, the riddles surrounding animal-to-human transplants are far from fully solved. One open question is what further genetic manipulations will be necessary to eliminate all rejection. "No one is so naïve as to think, 'Oh, we know all the genes—let's put them in and we are done,'" biologist Sean Stevens, another leading researcher, told the The New York Times. "It's an iterative process, and no one that I know can say whether we will do two, or five, or 100 iterations." Adding traits can be dangerous as well; pigs engineered to express multiple anticoagulation proteins, for example, often die of bleeding disorders. "We're still finding out how many you can do, and what levels are acceptable," says Cooper.
Another question is whether PERV really needs to be disabled. Cooper and some of his colleagues note that pig tissue has long been used for various purposes, such as artificial heart valves and wound-repair products, without incident; requiring the virus to be eliminated, they argue, will unnecessarily slow progress toward creating viable xenotransplant organs and the animals that can provide them. Others disagree. "You cannot do anything with pig organs if you do not remove them," insists bioethicist Jeantine Lunshof, who works with Church and Yang at Harvard. "The risk is simply too big."
"We've removed the cells, so we don't have to worry about latent viruses."
Meanwhile, over the past decade, other approaches to xenotransplantation have emerged. One is interspecies blastocyst complementation, which could produce organs genetically identical to the recipient's tissues. In this method, genes that produce a particular organ are knocked out in the donor animal's embryo. The embryo is then injected with pluripotent stem cells made from the tissue of the intended recipient. The stem cells move in to fill the void, creating a functioning organ. This technique has been used to create mouse pancreases in rats, which were then successfully transplanted into mice. But the human-pig "chimeras" recently created by scientists were destroyed after 28 days, and no one plans to bring such an embryo to term anytime soon. "The problem is that cells don't stay put; they move around," explains Father Kevin FitzGerald, a bioethicist at Georgetown University. "If human cells wind up in a pig's brain, that leads to a really interesting conundrum. What if it's self-aware? Are you going to kill it?"
Much further along, and less ethically fraught, is a technique in which decellularized pig organs act as a scaffold for human cells. A Minnesota-based company called Miromatrix Medical is working with Mayo Clinic researchers to develop this method. First, a mild detergent is pumped through the organ, washing away all cellular material. The remaining structure, composed mainly of collagen, is placed in a bioreactor, where it's seeded with human cells. In theory, each type of cell that normally populates the organ will migrate to its proper place (a process that naturally occurs during fetal development, though it remains poorly understood). One potential advantage of this system is that it doesn't require genetically modified pigs; nor will the animals have to be raised under controlled conditions to avoid exposure to transmissible pathogens. Instead, the organs can be collected from ordinary slaughterhouses.
Recellularized livers in bioreactors
(Courtesy of Miromatrix)
"We've removed the cells, so we don't have to worry about latent viruses," explains CEO Jeff Ross, who describes his future product as a bioengineered human organ rather than a xeno-organ. That makes PERV a nonissue. To shorten the pathway to approval by the Food and Drug Administration, the replacement cells will initially come from human organs not suitable for transplant. But eventually, they'll be taken from the recipient (as in blastocyst complementation), which should eliminate the need for immunosuppression.
Clinical trials in xenotransplantation may begin as early as 2020.
Miromatrix plans to offer livers first, followed by kidneys, hearts, and eventually lungs and pancreases. The company recently succeeded in seeding several decellularized pig livers with human and porcine endothelial cells, which flocked obediently to the blood vessels. Transplanted into young pigs, the organs showed unimpaired circulation, with no sign of clotting. The next step is to feed all four liver cell types back into decellularized livers, and see if the transplanted organs will keep recipient pigs alive.
Ross hopes to launch clinical trials by 2020, and several other groups (including Cooper's, which plans to start with kidneys) envision a similar timeline. Investors seem to share their confidence. The biggest backer of xenotransplantation efforts is United Therapeutics, whose founder and co-CEO, Martine Rothblatt, has a daughter with a lung condition that may someday require a transplant; since 2011, the biotech firm has poured at least $100 million into companies pursuing such technologies, while supporting research by Cooper, Mohiuddin, and other leaders in the field. Church and Yang, at Harvard, have formed their own company, eGenesis, bringing in a reported $40 million in funding; Miromatrix has raised a comparable amount.
It's impossible to predict who will win the xenotransplantation race, or whether some new obstacle will stop the competition in its tracks. But Jennifer Cisneros is rooting for all the contestants. "These technologies could save my life," she says. If she hasn't found another kidney before trials begin, she has just one request: "Sign me up."
Awash in a fluid finely calibrated to keep it alive, a human eye rests inside a transparent cubic device. This ECaBox, or Eyes in a Care Box, is a one-of-a-kind system built by scientists at Barcelona’s Centre for Genomic Regulation (CRG). Their goal is to preserve human eyes for transplantation and related research.
In recent years, scientists have learned to transplant delicate organs such as the liver, lungs or pancreas, but eyes are another story. Even when preserved at the average transplant temperature of 4 Centigrade, they last for 48 hours max. That's one explanation for why transplanting the whole eye isn’t possible—only the cornea, the dome-shaped, outer layer of the eye, can withstand the procedure. The retina, the layer at the back of the eyeball that turns light into electrical signals, which the brain converts into images, is extremely difficult to transplant because it's packed with nerve tissue and blood vessels.
These challenges also make it tough to research transplantation. “This greatly limits their use for experiments, particularly when it comes to the effectiveness of new drugs and treatments,” said Maria Pia Cosma, a biologist at Barcelona’s Centre for Genomic Regulation (CRG), whose team is working on the ECaBox.
Eye transplants are desperately needed, but they're nowhere in sight. About 12.7 million people worldwide need a corneal transplant, which means that only one in 70 people who require them, get them. The gaps are international. Eye banks in the United Kingdom are around 20 percent below the level needed to supply hospitals, while Indian eye banks, which need at least 250,000 corneas per year, collect only around 45 to 50 thousand donor corneas (and of those 60 to 70 percent are successfully transplanted).
As for retinas, it's impossible currently to put one into the eye of another person. Artificial devices can be implanted to restore the sight of patients suffering from severe retinal diseases, but the number of people around the world with such “bionic eyes” is less than 600, while in America alone 11 million people have some type of retinal disease leading to severe vision loss. Add to this an increasingly aging population, commonly facing various vision impairments, and you have a recipe for heavy burdens on individuals, the economy and society. In the U.S. alone, the total annual economic impact of vision problems was $51.4 billion in 2017.
Even if you try growing tissues in the petri dish route into organoids mimicking the function of the human eye, you will not get the physiological complexity of the structure and metabolism of the real thing, according to Cosma. She is a member of a scientific consortium that includes researchers from major institutions from Spain, the U.K., Portugal, Italy and Israel. The consortium has received about $3.8 million from the European Union to pursue innovative eye research. Her team’s goal is to give hope to at least 2.2 billion people across the world afflicted with a vision impairment and 33 million who go through life with avoidable blindness.
Their method? Resuscitating cadaveric eyes for at least a month.
If we succeed, it will be the first intact human model of the eye capable of exploring and analyzing regenerative processes ex vivo. -- Maria Pia Cosma.
“We proposed to resuscitate eyes, that is to restore the global physiology and function of human explanted tissues,” Cosma said, referring to living tissues extracted from the eye and placed in a medium for culture. Their ECaBox is an ex vivo biological system, in which eyes taken from dead donors are placed in an artificial environment, designed to preserve the eye’s temperature and pH levels, deter blood clots, and remove the metabolic waste and toxins that would otherwise spell their demise.
Scientists work on resuscitating eyes in the lab of Maria Pia Cosma.
Courtesy of Maria Pia Cosma.
“One of the great challenges is the passage of the blood in the capillary branches of the eye, what we call long-term perfusion,” Cosma said. Capillaries are an intricate network of very thin blood vessels that transport blood, nutrients and oxygen to cells in the body’s organs and systems. To maintain the garland-shaped structure of this network, sufficient amounts of oxygen and nutrients must be provided through the eye circulation and microcirculation. “Our ambition is to combine perfusion of the vessels with artificial blood," along with using a synthetic form of vitreous, or the gel-like fluid that lets in light and supports the the eye's round shape, Cosma said.
The scientists use this novel setup with the eye submersed in its medium to keep the organ viable, so they can test retinal function. “If we succeed, we will ensure full functionality of a human organ ex vivo. It will be the first intact human model of the eye capable of exploring and analyzing regenerative processes ex vivo,” Cosma added.
A rapidly developing field of regenerative medicine aims to stimulate the body's natural healing processes and restore or replace damaged tissues and organs. But for people with retinal diseases, regenerative medicine progress has been painfully slow. “Experiments on rodents show progress, but the risks for humans are unacceptable,” Cosma said.
The ECaBox could boost progress with regenerative medicine for people with retinal diseases, which has been painfully slow because human experiments involving their eyes are too risky. “We will test emerging treatments while reducing animal research, and greatly accelerate the discovery and preclinical research phase of new possible treatments for vision loss at significantly reduced costs,” Cosma explained. Much less time and money would be wasted during the drug discovery process. Their work may even make it possible to transplant the entire eyeball for those who need it.
“It is a very exciting project,” said Sanjay Sharma, a professor of ophthalmology and epidemiology at Queen's University, in Kingston, Canada. “The ability to explore and monitor regenerative interventions will increasingly be of importance as we develop therapies that can regenerate ocular tissues, including the retina.”
Seemingly, there's no sacred religious text or a holy book prohibiting the practice of eye donation.
But is the world ready for eye transplants? “People are a bit weird or very emotional about donating their eyes as compared to other organs,” Cosma said. And much can be said about the problem of eye donor shortage. Concerns include disfigurement and healthcare professionals’ fear that the conversation about eye donation will upset the departed person’s relatives because of cultural or religious considerations. As just one example, Sharma noted the paucity of eye donations in his home country, Canada.
Yet, experts like Sharma stress the importance of these donations for both the recipients and their family members. “It allows them some psychological benefit in a very difficult time,” he said. So why are global eye banks suffering? Is it because the eyes are the windows to the soul?
Seemingly, there's no sacred religious text or a holy book prohibiting the practice of eye donation. In fact, most major religions of the world permit and support organ transplantation and donation, and by extension eye donation, because they unequivocally see it as an “act of neighborly love and charity.” In Hinduism, the concept of eye donation aligns with the Hindu principle of daan or selfless giving, where individuals donate their organs or body after death to benefit others and contribute to society. In Islam, eye donation is a form of sadaqah jariyah, a perpetual charity, as it can continue to benefit others even after the donor's death.
Meanwhile, Buddhist masters teach that donating an organ gives another person the chance to live longer and practice dharma, the universal law and order, more meaningfully; they also dismiss misunderstandings of the type “if you donate an eye, you’ll be born without an eye in the next birth.” And Christian teachings emphasize the values of love, compassion, and selflessness, all compatible with organ donation, eye donation notwithstanding; besides, those that will have a house in heaven, will get a whole new body without imperfections and limitations.
The explanation for people’s resistance may lie in what Deepak Sarma, a professor of Indian religions and philosophy at Case Western Reserve University in Cleveland, calls “street interpretation” of religious or spiritual dogmas. Consider the mechanism of karma, which is about the causal relation between previous and current actions. “Maybe some Hindus believe there is karma in the eyes and, if the eye gets transplanted into another person, they will have to have that karmic card from now on,” Sarma said. “Even if there is peculiar karma due to an untimely death–which might be interpreted by some as bad karma–then you have the karma of the recipient, which is tremendously good karma, because they have access to these body parts, a tremendous gift,” Sarma said. The overall accumulation is that of good karma: “It’s a beautiful kind of balance,” Sarma said.
For the Jews, Christians, and Muslims who believe in the physical resurrection of the body that will be made new in an afterlife, the already existing body is sacred since it will be the basis of a new refashioned body in an afterlife.---Omar Sultan Haque.
With that said, Sarma believes it is a fallacy to personify or anthropomorphize the eye, which doesn’t have a soul, and stresses that the karma attaches itself to the soul and not the body parts. But for scholars like Omar Sultan Haque—a psychiatrist and social scientist at Harvard Medical School, investigating questions across global health, anthropology, social psychology, and bioethics—the hierarchy of sacredness of body parts is entrenched in human psychology. You cannot equate the pinky toe with the face, he explained.
“The eyes are the window to the soul,” Haque said. “People have a hierarchy of body parts that are considered more sacred or essential to the self or soul, such as the eyes, face, and brain.” In his view, the techno-utopian transhumanist communities (especially those in Silicon Valley) have reduced the totality of a person to a mere material object, a “wet robot” that knows no sacredness or hierarchy of human body parts. “But for the Jews, Christians, and Muslims who believe in the physical resurrection of the body that will be made new in an afterlife, the [already existing] body is sacred since it will be the basis of a new refashioned body in an afterlife,” Haque said. “You cannot treat the body like any old material artifact, or old chair or ragged cloth, just because materialistic, secular ideologies want so,” he continued.
For Cosma and her peers, however, the very definition of what is alive or not is a bit semantic. “As soon as we die, the electrophysiological activity in the eye stops,” she said. “The goal of the project is to restore this activity as soon as possible before the highly complex tissue of the eye starts degrading.” Cosma’s group doesn’t yet know when they will be able to keep the eyes alive and well in the ECaBox, but the consensus is that the sooner the better. Hopefully, the taboos and fears around the eye donations will dissipate around the same time.
As Our AI Systems Get Better, So Must We
As the power and capability of our AI systems increase by the day, the essential question we now face is what constitutes peak human. If we stay where we are while the AI systems we are unleashing continually get better, they will meet and then exceed our capabilities in an ever-growing number of domains. But while some technology visionaries like Elon Musk call for us to slow down the development of AI systems to buy time, this approach alone will simply not work in our hyper-competitive world, particularly when the potential benefits of AI are so great and our frameworks for global governance are so weak. In order to build the future we want, we must also become ever better humans.
The list of activities we once saw as uniquely human where AIs have now surpassed us is long and growing. First, AI systems could beat our best chess players, then our best Go players, then our best champions of multi-player poker. They can see patterns far better than we can, generate medical and other hypotheses most human specialists miss, predict and map out new cellular structures, and even generate beautiful, and, yes, creative, art.
A recent paper by Microsoft researchers analyzing the significant leap in capabilities in OpenAI’s latest AI bot, ChatGPT-4, asserted that the algorithm can “solve novel and difficult tasks that span mathematics, coding, vision, medicine, law, psychology and more, without needing any special prompting.” Calling this functionality “strikingly close to human-level performance,” the authors conclude it “could reasonably be viewed as an early (yet still incomplete) version of an artificial general intelligence (AGI) system.”
The concept of AGI has been around for decades. In its common use, the term suggests a time when individual machines can do many different things at a human level, not just one thing like playing Go or analyzing radiological images. Debating when AGI might arrive, a favorite pastime of computer scientists for years, now has become outdated.
We already have AI algorithms and chatbots that can do lots of different things. Based on the generalist definition, in other words, AGI is essentially already here.
Unfettered by the evolved capacity and storage constraints of our brains, AI algorithms can access nearly all of the digitized cultural inheritance of humanity since the dawn of recorded history and have increasing access to growing pools of digitized biological data from across the spectrum of life.
Once we recognize that both AI systems and humans have unique superpowers, the essential question becomes what each of us can do better than the other and what humans and AIs can best do in active collaboration. The future of our species will depend upon our ability to safely, dynamically, and continually figure that out.
With these ever-larger datasets, rapidly increasing computing and memory power, and new and better algorithms, our AI systems will keep getting better faster than most of us can today imagine. These capabilities have the potential to help us radically improve our healthcare, agriculture, and manufacturing, make our economies more productive and our development more sustainable, and do many important things better.
Soon, they will learn how to write their own code. Like human children, in other words, AI systems will grow up. But even that doesn’t mean our human goose is cooked.
Just like dolphins and dogs, these alternate forms of intelligence will be uniquely theirs, not a lesser or greater version of ours. There are lots of things AI systems can't do and will never be able to do because our AI algorithms, for better and for worse, will never be human. Our embodied human intelligence is its own thing.
Our human intelligence is uniquely ours based on the capacities we have developed in our 3.8-billion-year journey from single cell organisms to us. Our brains and bodies represent continuous adaptations on earlier models, which is why our skeletal systems look like those of lizards and our brains like most other mammals with some extra cerebral cortex mixed in. Human intelligence isn’t just some type of disembodied function but the inextricable manifestation of our evolved physical reality. It includes our sensory analytical skills and all of our animal instincts, intuitions, drives, and perceptions. Disembodied machine intelligence is something different than what we have evolved and possess.
Because of this, some linguists including Noam Chomsky have recently argued that AI systems will never be intelligent as long as they are just manipulating symbols and mathematical tokens without any inherent understanding. Nothing could be further from the truth. Anyone interacting with even first-generation AI chatbots quickly realizes that while these systems are far from perfect or omniscient and can sometimes be stupendously oblivious, they are surprisingly smart and versatile and will get more so… forever. We have little idea even how our own minds work, so judging AI systems based on their output is relatively close to how we evaluate ourselves.
Anyone not awed by the potential of these AI systems is missing the point. AI’s newfound capacities demand that we work urgently to establish norms, standards, and regulations at all levels from local to global to manage the very real risks. Pausing our development of AI systems now doesn’t make sense, however, even if it were possible, because we have no sufficient ways of uniformly enacting such a pause, no plan for how we would use the time, and no common framework for addressing global collective challenges like this.
But if all we feel is a passive awe for these new capabilities, we will also be missing the point.
Human evolution, biology, and cultural history are not just some kind of accidental legacy, disability, or parlor trick, but our inherent superpower. Our ancestors outcompeted rivals for billions of years to make us so well suited to the world we inhabit and helped build. Our social organization at scale has made it possible for us to forge civilizations of immense complexity, engineer biology and novel intelligence, and extend our reach to the stars. Our messy, embodied, intuitive, social human intelligence is roughly mimicable by AI systems but, by definition, never fully replicable by them.
Once we recognize that both AI systems and humans have unique superpowers, the essential question becomes what each of us can do better than the other and what humans and AIs can best do in active collaboration. We still don't know. The future of our species will depend upon our ability to safely, dynamically, and continually figure that out.
As we do, we'll learn that many of our ideas and actions are made up of parts, some of which will prove essentially human and some of which can be better achieved by AI systems. Those in every walk of work and life who most successfully identify the optimal contributions of humans, AIs, and the two together, and who build systems and workflows empowering humans to do human things, machines to do machine things, and humans and machines to work together in ways maximizing the respective strengths of each, will be the champions of the 21st century across all fields.
The dawn of the age of machine intelligence is upon us. It’s a quantum leap equivalent to the domestication of plants and animals, industrialization, electrification, and computing. Each of these revolutions forced us to rethink what it means to be human, how we live, and how we organize ourselves. The AI revolution will happen more suddenly than these earlier transformations but will follow the same general trajectory. Now is the time to aggressively prepare for what is fast heading our way, including by active public engagement, governance, and regulation.
AI systems will not replace us, but, like these earlier technology-driven revolutions, they will force us to become different humans as we co-evolve with our technology. We will never reach peak human in our ongoing evolutionary journey, but we’ve got to manage this transition wisely to build the type of future we’d like to inhabit.
Alongside our ascending AIs, we humans still have a lot of climbing to do.