Your Digital Avatar May One Day Get Sick Before You Do
Artificial intelligence is everywhere, just not in the way you think it is.
These networks, loosely designed after the human brain, are interconnected computers that have the ability to "learn."
"There's the perception of AI in the glossy magazines," says Anders Kofod-Petersen, a professor of Artificial Intelligence at the Norwegian University of Science and Technology. "That's the sci-fi version. It resembles the small guy in the movie AI. It might be benevolent or it might be evil, but it's generally intelligent and conscious."
"And this is, of course, as far from the truth as you can possibly get."
What Exactly Is Artificial Intelligence, Anyway?
Let's start with how you got to this piece. You likely came to it through social media. Your Facebook account, Twitter feed, or perhaps a Google search. AI influences all of those things, machine learning helping to run the algorithms that decide what you see, when, and where. AI isn't the little humanoid figure; it's the system that controls the figure.
"AI is being confused with robotics," Eleonore Pauwels, Director of the Anticipatory Intelligence Lab with the Science and Technology Innovation Program at the Wilson Center, says. "What AI is right now is a data optimization system, a very powerful data optimization system."
The revolution in recent years hasn't come from the method scientists and other researchers use. The general ideas and philosophies have been around since the late 1960s. Instead, the big change has been the dramatic increase in computing power, primarily due to the development of neural networks. These networks, loosely designed after the human brain, are interconnected computers that have the ability to "learn." An AI, for example, can be taught to spot a picture of a cat by looking at hundreds of thousands of pictures that have been labeled "cat" and "learning" what a cat looks like. Or an AI can beat a human at Go, an achievement that just five years ago Kofod-Petersen thought wouldn't be accomplished for decades.
"It's very difficult to argue that something is intelligent if it can't learn, and these algorithms are getting pretty good at learning stuff. What they are not good at is learning how to learn."
Medicine is the field where this expertise in perception tasks might have the most influence. It's already having an impact as iPhones use AI to detect cancer, Apple watches alert the wearer to a heart problem, AI spots tuberculosis and the spread of breast cancer with a higher accuracy than human doctors, and more. Every few months, another study demonstrates more possibility. (The New Yorker published an article about medicine and AI last year, so you know it's a serious topic.)
But this is only the beginning. "I personally think genomics and precision medicine is where AI is going to be the biggest game-changer," Pauwels says. "It's going to completely change how we think about health, our genomes, and how we think about our relationship between our genotype and phenotype."
The Fundamental Breakthrough That Must Be Solved
To get there, however, researchers will need to make another breakthrough, and there's debate about how long that will take. Kofod-Petersen explains: "If we want to move from this narrow intelligence to this broader intelligence, that's a very difficult problem. It basically boils down to that we haven't got a clue about what intelligence actually is. We don't know what intelligence means in a biological sense. We think we might recognize it but we're not completely sure. There isn't a working definition. We kind of agree with the biologists that learning is an aspect of it. It's very difficult to argue that something is intelligent if it can't learn, and these algorithms are getting pretty good at learning stuff. What they are not good at is learning how to learn. They can learn specific tasks but we haven't approached how to teach them to learn to learn."
In other words, current AI is very, very good at identifying that a picture of a cat is, in fact, a cat – and getting better at doing so at an incredibly rapid pace – but the system only knows what a "cat" is because that's what a programmer told it a furry thing with whiskers and two pointy ears is called. If the programmer instead decided to label the training images as "dogs," the AI wouldn't say "no, that's a cat." Instead, it would simply call a furry thing with whiskers and two pointy ears a dog. AI systems lack the explicit inference that humans do effortlessly, almost without thinking.
Pauwels believes that the next step is for AI to transition from supervised to unsupervised learning. The latter means that the AI isn't answering questions that a programmer asks it ("Is this a cat?"). Instead, it's almost like it's looking at the data it has, coming up with its own questions and hypothesis, and answering them or putting them to the test. Combining this ability with the frankly insane processing power of the computer system could result in game-changing discoveries.
In the not-too-distant future, a doctor could run diagnostics on a digital avatar, watching which medical conditions present themselves before the person gets sick in real life.
One company in China plans to develop a way to create a digital avatar of an individual person, then simulate that person's health and medical information into the future. In the not-too-distant future, a doctor could run diagnostics on a digital avatar, watching which medical conditions presented themselves – cancer or a heart condition or anything, really – and help the real-life version prevent those conditions from beginning or treating them before they became a life-threatening issue.
That, obviously, would be an incredibly powerful technology, and it's just one of the many possibilities that unsupervised AI presents. It's also terrifying in the potential for misuse. Even the term "unsupervised AI" brings to mind a dystopian landscape where AI takes over and enslaves humanity. (Pick your favorite movie. There are dozens.) This is a concern, something for developers, programmers, and scientists to consider as they build the systems of the future.
The Ethical Problem That Deserves More Attention
But the more immediate concern about AI is much more mundane. We think of AI as an unbiased system. That's incorrect. Algorithms, after all, are designed by someone or a team, and those people have explicit or implicit biases. Intentionally, or more likely not, they introduce these biases into the very code that forms the basis for the AI. Current systems have a bias against people of color. Facebook tried to rectify the situation and failed. These are two small examples of a larger, potentially systemic problem.
It's vital and necessary for the people developing AI today to be aware of these issues. And, yes, avoid sending us to the brink of a James Cameron movie. But AI is too powerful a tool to ignore. Today, it's identifying cats and on the verge of detecting cancer. In not too many tomorrows, it will be on the forefront of medical innovation. If we are careful, aware, and smart, it will help simulate results, create designer drugs, and revolutionize individualize medicine. "AI is the only way to get there," Pauwels says.
Tiny, Injectable Robots Could Be the Future of Brain Treatments
In the 1966 movie "Fantastic Voyage," actress Raquel Welch and her submarine were shrunk to the size of a cell in order to eliminate a blood clot in a scientist's brain. Now, 55 years later, the scenario is becoming closer to reality.
California-based startup Bionaut Labs has developed a nanobot about the size of a grain of rice that's designed to transport medication to the exact location in the body where it's needed. If you think about it, the conventional way to deliver medicine makes little sense: A painkiller affects the entire body instead of just the arm that's hurting, and chemotherapy is flushed through all the veins instead of precisely targeting the tumor.
"Chemotherapy is delivered systemically," Bionaut-founder and CEO Michael Shpigelmacher says. "Often only a small percentage arrives at the location where it is actually needed."
But what if it was possible to send a tiny robot through the body to attack a tumor or deliver a drug at exactly the right location?
Several startups and academic institutes worldwide are working to develop such a solution but Bionaut Labs seems the furthest along in advancing its invention. "You can think of the Bionaut as a tiny screw that moves through the veins as if steered by an invisible screwdriver until it arrives at the tumor," Shpigelmacher explains. Via Zoom, he shares the screen of an X-ray machine in his Culver City lab to demonstrate how the half-transparent, yellowish device winds its way along the spine in the body. The nanobot contains a tiny but powerful magnet. The "invisible screwdriver" is an external magnetic field that rotates that magnet inside the device and gets it to move and change directions.
The current model has a diameter of less than a millimeter. Shpigelmacher's engineers could build the miniature vehicle even smaller but the current size has the advantage of being big enough to see with bare eyes. It can also deliver more medicine than a tinier version. In the Zoom demonstration, the micorobot is injected into the spine, not unlike an epidural, and pulled along the spine through an outside magnet until the Bionaut reaches the brainstem. Depending which organ it needs to reach, it could be inserted elsewhere, for instance through a catheter.
"The hope is that we can develop a vehicle to transport medication deep into the body."
Imagine moving a screw through a steak with a magnet — that's essentially how the device works. But of course, the Bionaut is considerably different from an ordinary screw: "At the right location, we give a magnetic signal, and it unloads its medicine package," Shpigelmacher says.
To start, Bionaut Labs wants to use its device to treat Parkinson's disease and brain stem gliomas, a type of cancer that largely affects children and teenagers. About 300 to 400 young people a year are diagnosed with this type of tumor. Radiation and brain surgery risk damaging sensitive brain tissue, and chemotherapy often doesn't work. Most children with these tumors live less than 18 months. A nanobot delivering targeted chemotherapy could be a gamechanger. "These patients really don't have any other hope," Shpigelmacher says.
Of course, the main challenge of the developing such a device is guaranteeing that it's safe. Because tissue is so sensitive, any mistake could risk disastrous results. Over the past four years, Bionaut has tested its technology in dozens of healthy sheep and pigs with no major adverse effects. Sheep make a good stand-in for humans because their brains and spines are similar to ours.
The Bionaut device is about the size of a grain of rice.
Bionaut Labs
"As the Bionaut moves through brain tissue, it creates a transient track that heals within a few weeks," Shpigelmacher says. The company is hoping to be the first to test a nanobot in humans. That could happen as early as 2023, Shpigelmacher says.
Once the technique has been perfected, further applications could include addressing other kinds of brain disorders that are considered incurable now, such as Alzheimer's or Huntington's disease. "Microrobots could serve as a bridgehead, opening the gateway to the brain and facilitating precise access of deep brain structure – either to deliver medication, take cell samples or stimulate specific brain regions," Shpigelmacher says.
Robot-assisted hybrid surgery with artificial intelligence is already used in state-of-the-art surgery centers, and many medical experts believe that nanorobotics will be the instrument of the future. In 2016, three scientists were awarded the Nobel Prize in Chemistry for their development of "the world's smallest machines," nano "elevators" and minuscule motors. Since then, the scientific experiments have progressed to the point where applicable devices are moving closer to actually being implemented.
Bionaut's technology was initially developed by a research team lead by Peer Fischer, head of the independent Micro Nano and Molecular Systems Lab at the Max Planck Institute for Intelligent Systems in Stuttgart, Germany. Fischer is considered a pioneer in the research of nano systems, which he began at Harvard University more than a decade ago. He and his team are advising Bionaut Labs and have licensed their technology to the company.
"The hope is that we can develop a vehicle to transport medication deep into the body," says Max Planck scientist Tian Qiu, who leads the cooperation with Bionaut Labs. He agrees with Shpigelmacher that the Bionaut's size is perfect for transporting medication loads and is researching potential applications for even smaller nanorobots, especially in the eye, where the tissue is extremely sensitive. "Nanorobots can sneak through very fine tissue without causing damage."
In "Fantastic Voyage," Raquel Welch's adventures inside the body of a dissident scientist let her swim through his veins into his brain, but her shrunken miniature submarine is attacked by antibodies; she has to flee through the nerves into the scientist's eye where she escapes into freedom on a tear drop. In reality, the exit in the lab is much more mundane. The Bionaut simply leaves the body through the same port where it entered. But apart from the dramatization, the "Fantastic Voyage" was almost prophetic, or, as Shpigelmacher says, "Science fiction becomes science reality."
Every weekend since January, pediatrician Cora Collette Breuner has volunteered to give the COVID-19 vaccine to individuals from age 12 to 96 in an underserved community in Washington state.
Even though the COVID-19 vaccines have been shown to be incredibly safe and effective, there's still quite a bit of hesitancy among parents to vaccinate their teenage children, says Breuner, an adolescent medicine specialist at Seattle Children's Hospital and a past chair of the American Academy of Pediatrics' Committee on Adolescence. "They have questions and they have questions," she says.
Breuner patiently answers them all. Even then, parents—who have the final say in whether their child gets the vaccine—may be reluctant to sign off on it.
In 41 states, parents must consent for minors under age 18 to receive a COVID-19 vaccine. One state—Nebraska—requires parental consent for individuals under age 19, according to the Kaiser Family Foundation. Healthcare workers can't legally give teens COVID-19 vaccines otherwise. In a May report, the nonprofit healthcare organization highlights that from a legal perspective, "the landscape may be shifting slightly as more jurisdictions seek to encourage vaccination of young people."
Meanwhile, as the Delta variant creates a new surge in cases, some ethicists and pediatricians argue that state laws should be amended or loosened to allow minors to consent to COVID-19 vaccination on their own, without the need for parental permission.
"COVID-19 has killed millions of people around the world and disrupted the global economy," says pediatrician John Lantos. "It's a global catastrophe that requires special rules."
There are compelling arguments in favor of letting minors consent on their own, says Robyn Shapiro, a health care lawyer and a bioethicist in the Milwaukee area. "By that, I mean they're either old enough or they're evaluated in such a way that they have sufficient understanding of what they're agreeing to."
Shapiro and other ethicists argue that teens are perfectly capable of giving "informed consent"—a key principle in ethics that means fully understanding the benefits and risks of a medical intervention. To give informed consent, a person must be able to process that information in line with their own values. Only then can they make an autonomous choice and sign a consent form, Shapiro says.
Most states already have laws permitting minors to consent to testing and treatments related to sexually transmitted diseases, birth control, behavioral health, and substance abuse. It wouldn't be that much of a stretch to add COVID-19 vaccination to the list, Shapiro says. New Jersey and New York have introduced bills to let teens as young as 14 to consent to getting the COVID-19 vaccine and Minnesota has proposed a bill to allow children as young as 12 to give consent.
With any medical test or intervention, doctors often wrestle with how to best involve teens in conversations about their own health care, says John Lantos, a pediatrician and director of the Bioethics Center at Children's Mercy Kansas City.
"Most bioethicists would say that [teens] should be included to the degree that they have decision-making capacity," he says. "In most cases, that means including them in discussions with their parents in trying to achieve consensus about what the best choice may be."
COVID-19 vaccination also presents a unique circumstance, Lantos notes. It raises the question: Should teens have greater decisional authority because it's a public health emergency? In his opinion, the answer is yes. "COVID-19 has killed millions of people around the world and disrupted the global economy," says pediatrician Lantos. "It's a global catastrophe that requires special rules."
In North Carolina, state legislators are moving to do the opposite. State law currently allows those under 18 to make vaccination decisions on their own, but on Aug. 5, North Carolina's General Assembly approved a Republican-sponsored bill requiring parental consent for 12- to 17-year-olds to get a COVID-19 vaccine.
Kyle Brothers, a pediatrician in Louisville, Kentucky, says it's "ethically justifiable" for states to permit adolescents, especially those on the verge of adulthood, to consent to COVID-19 vaccination and other straightforward medical care.
In many cases, 16- and 17-year-old adolescents are capable of making well-informed decisions, says Brothers, a member of the American Academy of Pediatrics' Section on Bioethics. "The problem is, the law tends not to have that level of nuance," he adds. "We know in the real world that maturing and developing the ability to make decisions is a continuous process, but the law sets a bright line at age 18."
Lacking parental consent, some defiant teens are researching avenues to get vaccinated without their mom's or dad's knowledge. They may have turned to VaxTeen.org, a site operated by a Los Angeles teenager that provides information on consent laws by state.
If parents are wavering on the decision to give consent, Breuner recommends that they speak with a trusted healthcare provider about their specific concerns. These kinds of dialogues often can clarify lingering worries and may help drive up consent rates for teen vaccination.
Vaccine-hesitant parents should hear out their teens who wish to be vaccinated. Teenagers have their own opinions and belief systems, and parents should respect their child's choice to be vaccinated if they wish, considering the minimal risk of harm and the significant benefit to society as a whole.
George J. Annas, professor and director at the Center for Health Law, Ethics & Human Rights at Boston University, says parents have a legal obligation to provide their children with necessary medical treatment, or they could be found guilty of child neglect. The circumstances vary, but in the face of unrelenting COVID-19, he says parents have an ethical duty to consent to teens' vaccination because "the disease is rampant and children are dying."