
Sperm whales communicate via clicks, which they also use to locate prey in the dark. Illustration by Sophy Hollington
Thanks to Elizabeth Kolbert for this:
Researchers believe that artificial intelligence may allow us to speak to other species.
David Gruber began his almost impossibly varied career studying bluestriped grunt fish off the coast of Belize. He was an undergraduate, and his job was to track the fish at night. He navigated by the stars and slept in a tent on the beach. “It was a dream,” he recalled recently. “I didn’t know what I was doing, but I was performing what I thought a marine biologist would do.”
Gruber went on to work in Guyana, mapping forest plots, and in Florida, calculating how much water it would take to restore the Everglades. He wrote a Ph.D. thesis on carbon cycling in the oceans and became a professor of biology at the City University of New York. Along the way, he got interested in green fluorescent proteins, which are naturally synthesized by jellyfish but, with a little gene editing, can be produced by almost any living thing, including humans.
While working in the Solomon Islands, northeast of Australia, Gruber discovered dozens of species of fluorescent fish, including a fluorescent shark, which opened up new questions. What would a fluorescent shark look like to another fluorescent shark? Gruber enlisted researchers in optics to help him construct a special “shark’s eye” camera. (Sharks see only in blue and green; fluorescence, it turns out, shows up to them as greater contrast.) Meanwhile, he was also studying creatures known as comb jellies at the Mystic Aquarium, in Connecticut, trying to determine how, exactly, they manufacture the molecules that make them glow. This led him to wonder about the way that jellyfish experience the world. Gruber enlisted another set of collaborators to develop robots that could handle jellyfish with jellyfish-like delicacy.
“I wanted to know: Is there a way where robots and people can be brought together that builds empathy?” he told me.
In 2017, Gruber received a fellowship to spend a year at the Radcliffe Institute for Advanced Study, in Cambridge, Massachusetts. While there, he came across a book by a free diver who had taken a plunge with some sperm whales. This piqued Gruber’s curiosity, so he started reading up on the animals.
The world’s largest predators, sperm whales spend most of their lives hunting. To find their prey—generally squid—in the darkness of the depths, they rely on echolocation. By means of a specialized organ in their heads, they generate streams of clicks that bounce off any solid (or semi-solid) object. Sperm whales also produce quick bursts of clicks, known as codas, which they exchange with one another. The exchanges seem to have the structure of conversation.
One day, Gruber was sitting in his office at the Radcliffe Institute, listening to a tape of sperm whales chatting, when another fellow at the institute, Shafi Goldwasser, happened by. Goldwasser, a Turing Award-winning computer scientist, was intrigued. At the time, she was organizing a seminar on machine learning, which was advancing in ways that would eventually lead to ChatGPT. Perhaps, Goldwasser mused, machine learning could be used to discover the meaning of the whales’ exchanges.
“It was not exactly a joke, but almost like a pipe dream,” Goldwasser recollected. “But David really got into it.”
Gruber and Goldwasser took the idea of decoding the codas to a third Radcliffe fellow, Michael Bronstein. Bronstein, also a computer scientist, is now the DeepMind Professor of A.I. at Oxford.
“This sounded like probably the most crazy project that I had ever heard about,” Bronstein told me. “But David has this kind of power, this ability to convince and drag people along. I thought that it would be nice to try.”
Gruber kept pushing the idea. Among the experts who found it loopy and, at the same time, irresistible were Robert Wood, a roboticist at Harvard, and Daniela Rus, who runs M.I.T.’s Computer Science and Artificial Intelligence Laboratory. Thus was born the Cetacean Translation Initiative—Project ceti for short. (The acronym is pronounced “setty,” and purposefully recalls seti, the Search for Extraterrestrial Intelligence.) ceti represents the most ambitious, the most technologically sophisticated, and the most well-funded effort ever made to communicate with another species.
“I think it’s something that people get really excited about: Can we go from science fiction to science?” Rus told me. “I mean, can we talk to whales?”…
Read the whole article here.