A groundbreaking artificial intelligence (AI) tool developed by Google has solved a complex microbiology problem in just 48 hours—a puzzle that had stumped scientists for over a decade. Professor José R Penadés and his team at Imperial College London had spent years investigating why some superbugs, dangerous germs resistant to antibiotics, develop immunity. Their research, which included years of testing and validation, led to a unique hypothesis: superbugs can form tails from different viruses, allowing them to spread between species.
To test the capabilities of Google’s new AI tool, called “co-scientist,” Prof Penadés provided it with a brief prompt about the core problem. Remarkably, the AI not only replicated the team’s findings but also proposed additional plausible hypotheses—one of which had never been considered by the researchers.
“What shocked me was that the top hypothesis it provided was the right one,” Prof Penadés told the BBC. “But it also gave us four other ideas, all of which made sense. One of them was something we hadn’t even thought about, and we’re now exploring it.”
The AI’s ability to generate such insights without access to the unpublished research left Prof Penadés stunned. “I was shopping when I saw the results, and I had to take an hour to digest it,” he said. He even contacted Google to confirm the AI hadn’t accessed his computer, which the tech giant denied.
The discovery has significant implications for the fight against antibiotic-resistant superbugs, which pose a growing threat to global health. Prof Penadés likened the superbugs’ ability to spread between species to having “keys” that allow them to move from “home to home.”
While the rise of AI has sparked debates about its impact on jobs and scientific research, Prof Penadés believes it is a transformative tool. “This will change science, definitely,” he said. “I feel like I’m finally playing in a Champions League match with this thing.”
The team now hopes to leverage AI to accelerate future research, potentially saving years of work and opening new avenues in the battle against superbugs.






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