# Google DeepMind alumni launch AI startups targeting alternatives to large language models

Digest AI · Business & Funding · published 2026-09-26T06:30:01Z

Canonical: https://digestai.news/story/google-deepmind-alumni-launch-ai-startups-targeting-alternatives-to-la

## Summary

A group of about 15 former and current Google DeepMind researchers gathered for a breakfast in central London this month. The meeting highlighted a growing trend: several of the participants have recently left DeepMind to start their own companies that aim to develop AI approaches that do not rely on large language models (LLMs).\n\nThe founders argue that the field is becoming overly focused on scaling LLMs and see opportunities in areas such as symbolic reasoning, multimodal perception, and neuromorphic computing. While the article does not list the new ventures by name, it notes that the founders are drawing on DeepMind’s research expertise and are seeking funding to explore these alternative paradigms. The movement reflects broader industry curiosity about diversifying AI techniques beyond the dominant text‑centric models.\n\nAnalysts see this wave as a potential catalyst for more varied AI research and product development, especially if the startups can secure capital and demonstrate performance gains over existing LLM‑based solutions.

## Key points

- Around 15 DeepMind researchers met in London to discuss launching AI startups
- The new companies plan to focus on alternatives to large language models
- Founders cite over‑reliance on LLMs and aim to explore symbolic and multimodal AI

## Why it matters

Diversifying AI research away from LLMs could broaden capabilities, reduce compute costs, and spur innovation in areas like reasoning and perception.

## Sources

1. [A look at the wave of Google DeepMind researchers who have exited recently to launch their own AI startups focused on alternatives to LLMs](https://bloomberg.com/news/articles/2026-09-25/google-deepmind-exodus-sparks-vc-frenzy-for-ai-s-next-big-thing?accessToken=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc5MDM5NDkwMiwiZXhwIjoxNzkwOTk5NzAyLCJhcnRpY2xlSWQiOiJUTFgwWUlUOTZPU00wMCIsImJjb25uZWN0SWQiOiIwNEFGQkMxQkYyMTA0NUVEODg3MzQxQkQwQzIyNzRBMCJ9.SWMT3POM1BM2Uw-13yrvdfMrUh_tjhFccGGue5OhJUE) (bloomberg.com, 2026-09-26)

## Cite

Digest AI, "Google DeepMind alumni launch AI startups targeting alternatives to large language models", 26 September 2026, https://digestai.news/story/google-deepmind-alumni-launch-ai-startups-targeting-alternatives-to-la

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