Do You Feel the AGI Yet? According to some predictions, 2026 is the year that an all-powerful AI will arrive. H undreds of billions of dollars have been poured into the AI industry in pursuit of a loosely defined goal: artificial general intelligence, a system powerful enough to perform at least as well as a human at any task that involves thinking. Will this be the year it finally arrives? Anthropic CEO Dario Amodei and xAI CEO Elon Musk think so.

In 2017, fresh off a PhD on theoretical chemistry, John Jumper heard rumors that Google DeepMind had moved on from game-playing AI to a secret project to predict the structures of proteins. He applied for a job. Just three years later, Jumper and CEO Demis Hassabis had led the development of an AI system called AlphaFold 2 that was able to predict the structures of proteins to within the width of an atom, matching lab-level accuracy, and doing it many times faster--returning results in hours instead of months. Last year, Jumper and Hassabis shared a Nobel Prize in chemistry. Now that the hype has died down, what impact has AlphaFold really had? How are scientists using it?

In 2017, fresh off a PhD on theoretical chemistry, John Jumper heard rumors that Google DeepMind had moved on from building AI that played games with superhuman skill and was starting up a secret project to predict the structures of proteins. He applied for a job. Just three years later, Jumper celebrated a stunning win that few had seen coming. With CEO Demis Hassabis, he had co-led the development of an AI system called AlphaFold 2 that was able to predict the structures of proteins to within the width of an atom, matching the accuracy of painstaking techniques used in the lab, and doing it many times faster--returning results in hours instead of months. AlphaFold 2 had cracked a 50-year-old grand challenge in biology.

DeepMind's chief says he envisions Gemini as an operating system for physical robots. The company has hired Aaron Saunders to help make that a reality. Google DeepMind has hired the former Chief Technology Officer of Boston Dynamics as the company pushes deeper into robotics. Aaron Saunders, who is partly responsible for giving the world backflipping and dancing machines, joined as the VP of hardware engineering earlier this month. The hire is a key part of CEO Demis Hassabis' vision for Gemini to become a sort of robot operating system, similar to how Google supplies its Android software to an array of smartphone manufacturers.

"What we observe is not nature itself, but nature exposed to our method of questioning.

Gemini 3 is skilled at reasoning, generating video, and writing code. Amid talk of an AI bubble, Google notes the new model could help increase search revenue too. Google has introduced Gemini 3, its smartest artificial intelligence model to date, with cutting-edge reasoning, multimedia, and coding skills. As talk of an AI bubble grows, the company is keen to stress that its latest release is more than just a clever model and chatbot--it's a way of improving Google's existing products, including its lucrative search business, starting today. "We are the engine room of Google, and we're plugging in AI everywhere now," Demis Hassabis, CEO of Google DeepMind, an AI-focused subsidiary of Google's parent company, Alphabet, told WIRED in an interview ahead of the announcement.

The head of Google’s DeepMind says artificial intelligence could usher in an era of ‘incredible productivity’ and ‘radical abundance’. But who will it benefit? And why does he wish the tech giants had moved more slowly?

Demis Hassabis, CEO of Google DeepMind and a Nobel prizewinner for his role in developing the AlphaFold AI algorithm for predicting protein structures, made an astonishing claim on the 60 Minutes show in April. With the help of AI like AlphaFold, he said, the end of all disease is within reach, "maybe within the next decade or so". With that, the interview moved on. To those actually working on drug development and curing disease, this claim is laughable. According to medicinal chemist Derek Lowe, who has worked for decades on drug discovery, Hassabis's statements "make me want to spend some time staring silently out the window, mouthing unintelligible words to myself".

Are machines about to become smarter than humans? If you take the leaders of artificial intelligence companies at their word, their products mean that the coming decade will be quite unlike any in human history: a golden era of "radical abundance", where high-energy physics is "solved" and we see the beginning of space colonisation. But researchers working with today's most powerful AI systems are finding a different reality, in which even the best models are failing to solve basic puzzles that most humans find trivial, while the promise of AI that can "reason" seems to be overblown. So, whom should you believe? Sam Altman and Demis Hassabis, the CEOs of OpenAI and Google DeepMind, respectively, have both made recent claims that powerful, world-altering AI systems are just around the corner.

If you buy that artificial intelligence is a once-in-a-species disruption, then what Demis Hassabis thinks should be of vital interest to you. Hassabis leads the AI charge for Google, arguably the best-equipped of the companies spending many billions of dollars to bring about that upheaval. He's among those powerful leaders gunning to build artificial general intelligence, the technology that will supposedly have machines do everything humans do, but better. None of his competitors, however, have earned a Nobel Prize and a knighthood for their achievements. Sir Demis is the exception--and he did it all through games.