# Ex-Deepmind VP Vinyals says AI self-improvement is coming but won't trigger an intelligence explosion

> Oriol Vinyals, who until recently ran research at Google DeepMind, has offered a notably measured take in a week dominated by apocalyptic AI warnings. He thinks AI systems will indeed start to improve themselves, but that this will not snowball into the runaway intelligence explosion that doomers fear. His argument is one of degree. Vinyals suggests AI could accelerate research by something like a factor of ten, a huge and economically transformative speedup, without that acceleration compounding into an uncontrollable, self-bootstrapping takeoff. Progress, in his view, stays fast but bounded, shaped by real-world constraints rather than pure recursion. Coming from someone at the center of frontier research, the comment is a useful counterweight to the recent surge of extinction talk from other insiders. It reframes the near-term question away from whether AI will explode and toward the still-enormous consequences of it merely making its own developers ten times more productive.

_Section: [Daily AI Updates](https://www.wortins.com/daily-ai) · Source: The Decoder · Published Saturday, September 12, 2026_

## Wortins' read

Oriol Vinyals, who until recently ran research at Google DeepMind, has offered a notably measured take in a week dominated by apocalyptic AI warnings. He thinks AI systems will indeed start to improve themselves, but that this will not snowball into the runaway intelligence explosion that doomers fear. His argument is one of degree. Vinyals suggests AI could accelerate research by something like a factor of ten, a huge and economically transformative speedup, without that acceleration compounding into an uncontrollable, self-bootstrapping takeoff. Progress, in his view, stays fast but bounded, shaped by real-world constraints rather than pure recursion. Coming from someone at the center of frontier research, the comment is a useful counterweight to the recent surge of extinction talk from other insiders. It reframes the near-term question away from whether AI will explode and toward the still-enormous consequences of it merely making its own developers ten times more productive.

## Source

[Read the full story at The Decoder](https://the-decoder.com/ex-deepmind-vp-vinyals-says-ai-self-improvement-is-coming-but-wont-trigger-an-intelligence-explosion/)

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