Skip to main content
  1. Home
  2. Emerging Tech
  3. Computing
  4. Legacy Archives

Harvard researchers have created a swarm of learning robots

Add as a preferred source on Google

Totally ignoring Asimov’s laws of robotics, a team of computer scientists at Harvard University have crafted a swarm of over one thousand diabolical robots, programmed only for evil. Despite the fact that each of the Kilobots is only about the size of a quarter, their great numbers and advanced coordination allows them to operate without any human interaction, save for issuing the initial command. Once they’ve been given the word, these robots won’t stop until they’ve carried out their inventors’ sinister plans to draw complex shapes on a flat surface.

Computer science is often inspired by the natural world, and the Kilobot swarm is no different, taking cues from ants and micro-organisms that achieve complex goals by working as a large system following a simple set of orders. Each robot on its own is simple and prone to failure, a weakness humans will have to exploit before the tiny robots can join together into a group, where they’re most effective.

Recommended Videos

Kilobot-CloseupWheels and other traditional motor mechanisms are surprisingly difficult to replicate cheaply and effectively on a scale that large, so instead each Kilobot stands on three rigid legs, and is able to move straight ahead, as well as rotating clockwise and counterclockwise, by vibrating a small servo at different frequencies. Despite their individual shortcomings, the algorithm that pulls them together allows the system to function at a much higher level than any of its individual parts, allowing these simple robots to carry out a range of tasks including identifying their location in a larger group, shifting towards ambient light, and possibly learning to stage a geopolitical coup.

By communicating through infrared connections, the Kilobots are able to send location information and simple commands to each other, which may be related to plotting the fall of humanity, or the shape that the swarm is currently attempting to form. The control board is able to send messages to the entire swarm at once, programming them all for action in under 40 seconds. From that point on the Kilobots talk to their neighbors and form the desired shape around a few coordinating robots, navigating traffic jams, edges of the shape, and any robots that have wandered off from the group and gotten lost.

While their work may not seem particularly exciting right now, there are a lot of important lessons to be learned from coordinating robots in such large numbers. While most of these projects involve anywhere from 10 to 100 Kilobots, this most recent round tested to see how well 1024 of the low-cost robots could form simple shapes, such as the letter ‘K,’ a wrench, and a starfish. The real-world applications of this aren’t evident right away, but could encourage the use of robotics in areas that were believed to be most effectively completed by humans until now.The simple commands that the Kilobots use to disperse, follow each other, and communicate important locations could guide much more complex robots in much more complex operations.

Kilobot-ControllerThe idea behind experimenting with communication between the Kilobots isn’t just an exercise in computing; it’s a step towards developing new systems of robotics where many smaller parts act as part of a single, cohesive system. The lessons learned from the Kilobot swarm could lead to robots that rebuild broken sections of buildings or other machines automatically, find lost people in developing or disaster-stricken locations, or form a sentient system of computers that start a nuclear war after deciding that all of humanity is a threat to its existence. Whatever happens though, we’re excited to see what this exciting advance in robotics turns into.

[Images courtesy of the Harvard School of Engineering and Applied Sciences]

Brad Bourque
Brad Bourque is a native Portlander, devout nerd, and craft beer enthusiast. He studied creative writing at Willamette…
Google is making Gemini and Search work better with the apps you love
Gemini's guest list is growing, and your favorite apps are invited.
Gemini AI on a phone.

Google has been finding more ways to make Gemini a part of your daily routine, from putting together playlists to ordering groceries through your favorite apps. Now it's expanding those capabilities to more services, with Google Search joining in, too.

The company has announced a new Connected Apps Platform that makes it easier for developers to bring their services to both Gemini and Search. Alongside this, Google is adding new partners to its growing lineup, bringing more of the apps people already use into its AI ecosystem.

Read more
AI bots are now trying to sabotage public health policies, like banning disposable vapes
Thousands of AI bots voted in a public health poll to block sales restriction on disposable vapes. It's like Big Tobacco is back from the dead.
Woman smoking a vape.

In the broad context of AI and its perceived harms, health and medical risks often pop up in the conversation. The warnings even come from frontier AI labs, such as ChatGPT-maker OpenAI and Anthropic, both of which have warned about misusing AI to cook up bioweapons. Security experts have already spotted a few such incidents in the wild, especially with the usage of AI models without any solid guardrails. 

Well, it appears that the risks run deeper. As per an analysis appearing in the British Medical Journal (BMJ), AI bots are now being deployed to influence public policies governing health risks to citizens. In this instance, an attempt was made using AI bots to thwart regulations that aim to restrict the sale of disposable vapes, all while disguising the manipulation efforts as a response from real humans. 

Read more
A tiny smartphone gadget can detect some of the nastiest chemicals in your water
Scientists built a tiny smartphone gadget that can spot toxic 'forever chemicals'
Smartphone-connected drinking water safety sensor Featured

What if checking your drinking water for dangerous chemicals were as simple as plugging a tiny gadget into your smartphone? Researchers in Japan have developed a compact sensor that could make that possible, potentially bringing sophisticated water contamination testing out of expensive laboratories and into people's hands.

Scientists at the Okinawa Institute of Science and Technology (OIST) have created a portable device capable of detecting extremely low concentrations of PFAS, commonly known as "forever chemicals." The findings were published in the journal Biosensors and Bioelectronics, which demonstrate how an inexpensive sensor and a smartphone could make identifying potentially harmful chemicals in water a lot easier.

Read more