---
title: "Ex-DeepMind research chief launches AI self-improvement startup"
url: https://www.parallelquant.com/posts/ex-deepmind-research-chief-launches-ai-self-improvement-startup-a7f0fe
source_name: "The Decoder"
source_url: https://the-decoder.com/ex-deepmind-vp-vinyals-says-ai-self-improvement-is-coming-but-wont-trigger-an-intelligence-explosion/
published: 2026-09-11T17:57:42.000Z
topics: ["research", "llms"]
publisher: "Parallel Quant"
---

# Ex-DeepMind research chief launches AI self-improvement startup

*2026-09-11 · Source: [The Decoder](https://the-decoder.com/ex-deepmind-vp-vinyals-says-ai-self-improvement-is-coming-but-wont-trigger-an-intelligence-explosion/)*

Oriol Vinyals, until recently head of research at Google DeepMind, says a sudden AI intelligence explosion through recursive self-improvement is unlikely, though AI could speed up research by roughly a factor of ten. He cites bottlenecks in generating research ideas and reliably judging results, plus reward hacking, and has co-founded a startup called Discovery Loop with Jeff Dean, Sanjay Ghemawat, and Quoc Le to address them.

**Why it matters:** A senior DeepMind alum staking out a measured position on self-improvement, while assembling a heavyweight founding team to tackle the exact bottlenecks he identifies, is a useful data point against both hype and doom narratives about recursive AI improvement.

**Topics:** research, llms

---
Read the original: https://the-decoder.com/ex-deepmind-vp-vinyals-says-ai-self-improvement-is-coming-but-wont-trigger-an-intelligence-explosion/
Canonical: https://www.parallelquant.com/posts/ex-deepmind-research-chief-launches-ai-self-improvement-startup-a7f0fe
Published by Parallel Quant — https://www.parallelquant.com