System 2 AI
Builds AI systems that keep learning from their own experience during real-world operation, not only in fixed training phases
Highlights
- Young companyFounded 2023
- New on EvolcAdded 2026-10-28
About System 2 AI
System 2 AI develops AI that learns on the job from its own experience instead of being trained once and deployed. Its research focus covers continual learning, improved reasoning and planning, world models, and active learning. The company combines large-scale computation with online and reinforcement learning loops that connect data collection and model updates.
The company describes itself as a small team whose roles overlap across research, engineering, infrastructure and company building. CEO Harri Valpola is a former ML scientist at Apple and co-founder of Zenrobotics and Curious AI. CTO Mathias Berglund is a former ML scientist at Apple and co-founder of Curious AI.
System 2 AI was founded in 2023 and is headquartered in Helsinki. It collaborates with multiple research groups at Aalto University and uses access to the LUMI supercomputer for experiments at scale.
Product: AI systems that learn continuously through interaction and experience, built on continual learning, reasoning, and world-model research.
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