Research & News

Research and news from Sqwish Labs.

Read about the team behind Sqwish and the shift from open-loop AI to closed-loop production systems.

How We Accidentally Trained the World's #1 Model Router: How Sqwish built the RouterArena-leading model router by representing task demand, model capability, uncertainty, and local synthetic data.

Closing the Loop Without Slowing the Request: How Sqwish separates serving, observing, and learning so production AI systems can improve from real outcomes without putting learning machinery in the hot path.

About Us: The Team Behind Sqwish: Sqwish is a research and infrastructure company teaching AI systems to learn from what happens after they ship.

Our Manifesto: The End of Open-Loop AI: The future belongs to closed-loop AI: systems where the consequences of every decision feed back into the next one.