Ivan Zhou(@ivanzhouyq):We are in a Cambrian explosion of frontier models. Even as a researcher who spends a lot of time evaluating models, I find it hard to keep up. New models are arriving constantly, and the mental overhead of choosing the right setup for each task keeps growing. That motivated us to build Smart Routing: an intelligent layer that automatically matches each task to the right model based on its complexity and the capabilities it needs. Our early results are promising: frontier level quality with 30%+ lower cost, and more than 50% savings on public benchmarks.

Ivan Zhou

@ivanzhouyq

AI research @Databricks 🧱 Prev @stanfordnlp🌲, @Uber AI, @UofT 🇨🇦 I love computer vision in many ways 📸👨🏻‍💻🌁

参加 June 2012

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Ivan Zhou@ivanzhouyq

2026.08.13 20:50

We are in a Cambrian explosion of frontier models. Even as a researcher who spends a lot of time evaluating models, I find it hard to keep up. New models are arriving constantly, and the mental overhead of choosing the right setup for each task keeps growing. That motivated us to build Smart Routing: an intelligent layer that automatically matches each task to the right model based on its complexity and the capabilities it needs. Our early results are promising: frontier level quality with 30%+ lower cost, and more than 50% savings on public benchmarks.