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Imagine, if you will, the home robot of the future. It picks clutter off the floor, sweeps, and does the dishes. And it has to do so *perfectly*: If the robot has an error rate of just 1 percent, it will drop one dish out of a hundred. Totally unacceptable. In no time, your floor would be covered in shards and the robot would get stuck in a sad, vicious feedback loop, dropping dishes and sweeping them up and dropping more dishes, ad infinitum.

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To avoid this domestic nightmare, engineers will have to give robots a keen sense of touch. And for that, the machines will need fingertips, perhaps like the one [recently in the journal *Science Robotics*. It feels in a decidedly nonhuman way, by sensing the subtle changes in the finger’s own magnetic field, and it could one day make for ultra-sensitive prosthetic hands and robots that don’t maim tableware (or people) because they can’t control their grasp.

You, a human, can feel pressures and textures with your fingertips, thanks to specialized sensory cells in the skin called These, along with the nervous system at large, translate mechanical information from the environment into signals your brain can comprehend as the perception of “touch.” Combined with thermoreceptors (which sense temperature) and nociceptors (which sense pain), you’re able to manipulate the world around you without hurting need robots to do the same, only we want them to avoid hurting themselves *and* us. A robot might, for instance, be put to work assisting the elderly, lifting them in and out of bed. “With tactile feedback, it would be much safer for the domestic robot to interact with people,” says computer scientist Youcan Yan of the University of Hong Kong and the City University of Hong Kong, lead author on the new paper describing the system. “And the robot can accomplish much more challenging tasks that they couldn’t achieve before, like dexterous grasping and manipulation.”

It’s just not feasible, though, to try to replicate the wildly complicated human system of touch—so Yan’s team *kinda* replicated it. The “skin” of their robotic fingertip is made of a flexible magnetized film, which generates a magnetic field within the device. The supporting “bone” of the finger is a circuit board, which is studded with sensors that monitor the magnetic field. If you jab, say, a pencil eraser into the fingertip, the magnetic skin depresses and the finger’s magnetic field subtly changes, which the sensors analyze to determine where the eraser is making contact. If you slapped these fingertips on a humanoid robot, the machine would be able to localize where its fingers were making contact with an object, improving its grip.



[#clip: the GIF above, you can see just how sensitive the team’s design is: As the object is dragged across the fingertip, the system senses not only where it’s touching, but the *shape* of the rounded object. It can even read the minute details of braille, as you can see below.



[#clip: robotic fingertip also picks up the slippage—known to nerds as shearing force—of the object that it’s holding. Imagine you’re lightly gripping a water bottle while filling it up. As the bottle gets heavier, gravity tries to pry it out of your hand. When you feel that happening, you tighten your grip, obviously. But it’s not so obvious to robots that they need to do the same.

Below, watch as the shearing force (represented in the graph by the blue line) climbs as liquid is added to the bottle. At bottom, the gripper with the sensor activated can detect this and tighten its hold, while the gripper at top without the sensor eventually drops the bottle. That’s the difference a magnetic field makes.



[#clip: work is part of a very exciting new wave in tactile sensing, where folks are building sensors that give incredibly rich, raw data that is not necessarily intended for human consumption,” says Columbia University roboticist Matei Ciocarlie, who wasn’t involved in this new research. Interestingly enough, Ciocarlie’s group at Columbia has developed a similar robotic finger that uses [light instead of Their robotic finger’s “bone” is studded with LEDs and photodiodes, which detect how light changes within the structure when the skin is deformed.

With either method, the idea is to help robots fix their embarrassing lack of We humans effortlessly manipulate the world around us—because we *built* the world around us. If there’s any hope of making these machines truly useful in our world, they’ll have to be more sensitive to it. A sense of touch will go a long way, whether a robot is [packing boxes in a or helping [tidy up a might also one day incorporate this kind of fingertip into prosthetic limbs, giving people who’ve had amputations a richer experience of touch via their artificial limb. But would we also want to give them the sensation of pain? Pain, after all, serves a function in human biology; it’s a kind of alarm to stop what you’re doing, lest you injure yourself (or your bionic limb) by exposing it to too much heat or pressure. This new work, as well as Ciocarlie’s light finger, were just concerned with mechanical sensing, not pain, but in the future, robotic fingers might combine these different sensations.

However, the idea of delivering pain information to a prosthetic wearer turns out to be surprisingly tricky from an ethical perspective: Medical professionals aren’t supposed to willingly inflict pain on their patients. But a warning indication of too much pressure could also come in another form entirely, like a sound. As Angel Giuffria, who has studied stigma against people with amputations, [told in 2018: “I get the idea of having some type of notification via prosthesis that you're damaging the device. Does it necessarily need to hurt? No.”

Regardless, this new magnetic system and Ciocarlie’s finger of light both show that scientists don’t need to copy human biology *exactly* in order to replicate the function of the senses. In fact, we might eventually get to a point where trying to create facsimiles of our own bodies would in fact limit the robot; perhaps we can give the machines sensitivities we could never dream of. Or we could make them *less* sensitive to save energy—for instance, shutting off temperature sensing if a robot doesn’t need it for a particular application.

Some of the greatest engineering inventions have been inspired by the abilities of the animal world, but they haven’t exactly replicated those animals’ forms. “The parallel that I like to use is flight,” says Ciocarlie. “If you just try to copy nature, that's how you end up with all of those [bicycles with flapping Not exactly the pinnacle of aeronautical engineering. But just get a solid understanding of the underlying concepts, like lift and drag, Ciocarlie adds, “and then you can build things that maybe don't look like birds but that actually fly.”

A robot finger, similarly, need not look like a human finger: Ciocarlie’s version has LEDs wrapped all around it, giving it a keen sense of touch even on the parts of the appendage where we humans have a less-sensitive fingernail. So the home robots of tomorrow will be super sensitive *and* save money on manicures.

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