Top tech leaders believe AI will soon achieve recursive self-improvement, boosting development of various applications like word processors and social media apps.
Five of Recursive Superintelligence’s eight founders, from left, Tim Shi, Yuandong Tian, Richard Socher, Caiming Xiong and Josh Tobin at the company’s office in San Francisco, May 12, 2026.
— Carolyn Fong/The New York Times: Companies like Anthropic and OpenAI released new artificial-intelligence systems late last year that were particularly good at writing computer code. In recent months, the technology has rapidly remade the way that Silicon Valley’s engineers build, test and modify new software applications. If an AI system can write code, it can help accelerate the development of things as varied as word processors and social media apps.
Now, many of the world’s leading researchers believe that AI will soon be powerful enough to improve itself with little or no help from human developers.
“AI is code. And now, AI can code,” a veteran researcher, Richard Socher, said.
“The ingredients are there. ” Socher recently founded, with seven other researchers, a company to pursue this mind-bending goal, which is often called “recursive self-improvement. ” His startup, Recursive Superintelligence, has raised more than US$650mil from venture capital firms including GV , Greycroft and chipmaking giants Nvidia and AMD. The six-month-old company, which has offices in San Francisco and London, has fewer than 30 employees.
But it is now valued at more than US$4bil . The company should not be confused with Ricursive Intelligence, which is pursuing a similar goal and is also valued at US$4bil . The prominent AI startups Anthropic and OpenAI are also chasing recursive self-improvement, which has been an obsession among Silicon Valley technologists for decades. Socher, who is also CEO of AI startup You.com, was previously head of AI research at business software maker Salesforce.
His seven co-founders include notable researchers from many of the industry’s leading AI companies, including Josh Tobin, Jeff Clune and Tim Shi, all from OpenAI, and Yuandong Tian from Meta. Many of these researchers specialise in a kind of AI development called “open-endedness. ” This involves building software systems that can run for days, months or even years in pursuit of goals set by the researchers.
Recursive Superintelligence has also hired Peter Norvig, who spent 25 years as director of research at Google and co-wrote an AI textbook that has been a standard inside universities for three decades. Recursion, a term that is common among mathematicians and computer programmers, refers to a mathematical function that feeds itself. After a recursive procedure generates information, it uses that information to generate something else – and so on.
Although many researchers are bullish on the idea of AI’s recursively improving itself, others point out the current technology is long way from the point where humans can be removed from the loop. Humans – like Socher – must still generate the new ideas that drive AI development forward. The aim, however, is to push more and more work onto machines, including the generation of new ideas. OpenAI has said it is now building an “automated AI researcher.
” By the fall, the company hopes to have a system that can do the work of a “less experienced” researcher, said Sam Altman, OpenAI’s CEO. Similar efforts are underway at other leading companies. Socher said his startup would need years to build the kind of technology that he and his co-founders envisioned. The company hopes to eventually apply the technology to other fields, such as drug discovery and other kinds of biological research.
– ©2026 The New York Times Company
Recursive Self-Improvement AI Code Writing Tech Leaders Artificial Intelligence Word Processors Social Media Apps
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