The brief
- Its AI Scientist paper ran in Nature in March 2026, after one of its fully AI-written papers passed review at an ICLR 2025 workshop.
- Raised ¥20B ($135M) in a November 2025 Series B at a $2.65B post-money valuation; about $379M raised in total.
- Paying work comes from banks (MUFG, SMBC, Daiwa Securities) and from Japan's defence ministry and its research agency.
Technical approach
Automating the research loop
The AI Scientist chains language models through idea, code, experiment and write-up, so a full study runs without a human in the loop.
Evolution and collective behaviour
Instead of only training ever bigger models, it combines and evolves existing models and agents, borrowing ideas from natural selection.
AI built for Japanese clients
It tailors models and multi-agent tools to Japanese language and to specific jobs such as lending reviews, wealth advice and intelligence analysis.

