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Sundar Pichai says AI now influences almost all code at Google, but fully self-improving AI remains distant

Sundar Pichai revealed that Google researchers used AI agents to develop new models, but human involvement remained crucial.

Published on: Oct 23, 2026, 16:29:19 IST
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Google CEO Sundar Pichai says artificial intelligence influences almost every part of the company's coding process, but believes fully self-improving AI systems remain a distant prospect.

Google CEO Sundar Pichai said AI influenced nearly all coding at the company, but fully self-improving models remained distant. (Reuters)
Google CEO Sundar Pichai said AI influenced nearly all coding at the company, but fully self-improving models remained distant. (Reuters)

(Also read: 'Sundar Pichai said no, no, no': Donald Trump says Google CEO refused to rename Atlantic Ocean)

Speaking on the Big Technology Podcast with Alex Kantrowitz, Pichai said Google's researchers increasingly use AI agents to develop new models. However, humans remain closely involved, Business Insider reported.

Google’s push towards self-improving AI

"We are pretty far from the end state of RSI," Pichai said, referring to recursive self-improvement, in which AI systems contribute to developing improved versions of themselves.

"The right way to describe it is, you have RSI loops along with AI researchers in various aspects of model development. I would say you almost have agents helping AI researchers, in some automated way, work together to build these models."

Pichai expects this collaboration to progress into 2027, although he did not suggest fully autonomous AI development was imminent.

His remarks follow a more optimistic assessment from Google cofounder Sergey Brin earlier this month. Discussing the company's Flash models and Gemini 4, Brin said Google was "starting to get onto that RSI treadmill."

"And now our researchers and the model work hand in hand to make the next version of the model," Brin said.

Business Insider previously reported that Brin has become more involved in Gemini's development, pushing to direct resources towards recursive self-improvement.

Meanwhile, a Gladstone AI report published this month said most researchers interviewed, including those from Anthropic and DeepMind, expected RSI to emerge within three to 12 months. The prediction, however, remains uncertain.

AI changes how Google writes code

Pichai also discussed AI's growing role in Google's software development. In April, the company said AI generated 75% of its new code. According to Pichai, that figure no longer captures the technology's influence.

(Also read: IIT Kharagpur celebrates Sundar Pichai’s TIME cover feature: ‘From our classrooms to global leadership’)

"That number in our world today is like meaningless in the sense that every part of code we now touch is influenced by AI deeply," he said.

Pichai said Gemini 4 Argon would help engineers tackle harder problems. He also cited a one-third reduction in code rollbacks, which occur when developers restore an earlier software version following bugs or other issues.

"And so I think people are writing code more productively, and better code with it," he said.

In a separate appearance on the Sources podcast, Pichai revealed that he also uses AI to follow Google's model development and internal discussions.

  • Mahipal Singh Chouhan
    ABOUT THE AUTHOR
    Mahipal Singh Chouhan

    Mahipal Singh Chouhan is a Senior Content Producer at Hindustan Times Digital, with nearly five years of experience in digital journalism and content production. He primarily covers offbeat, trending and human-interest stories, with a focus on emerging social media trends, online conversations and real-world incidents that capture public attention. At Hindustan Times, Mahipal works on identifying and developing fast-moving digital stories, adding context and journalistic perspective to viral moments while maintaining accuracy, clarity and readability for online audiences. Before joining Hindustan Times Digital, he was associated with DNA India, where he gained experience in newsroom workflows and digital storytelling. He holds a degree in Journalism and Mass Communication from the Vivekananda Institute of Professional Studies, Delhi. Beyond journalism, he has a keen interest in history and sports and enjoys expanding his general knowledge.Read More

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