About Continuum AI

Continuum AI is an artificial intelligence research lab focused on building continuous intelligence systems — models and agents that operate persistently, process streaming information, and act over long time horizons.

While most modern AI systems are designed around a request–response paradigm, we believe the next generation of AI will move beyond episodic interactions toward always-running intelligence. Our work explores models and architectures that ingest real-time inputs, maintain persistent internal state, and generate ongoing outputs.

Continuum AI brings together a team of AI researchers, infrastructure specialists, and engineers working at the intersection of machine learning, distributed systems, and real-time AI architecture. By combining advances in model design with scalable infrastructure, we aim to develop AI systems capable of operating continuously in dynamic environments.

Our research focuses on several core areas:

• Continuous model architectures for streaming inference
• Persistent AI agents capable of long-horizon reasoning
• Memory and state systems for evolving world models
• Infrastructure for always-on AI systems

We believe the next major shift in artificial intelligence will move from prompt-driven models to persistent cognitive systems—AI that observes, reasons, and acts continuously.

Continuum AI is dedicated to building the foundations for that transition. Contact us under yi.shi@continuum-ai.dev