World Congress 2026 North America • Sep 24, 2026 • Session details

Big brains on little machines with Supermodel Labs

Kirah Sapong , Daniel Dafoe

Transform your everyday office laptops into a unified, private AI infrastructure. Supermodel Labs reveals how to run massive AI models securely using the hardware you already own.

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Matching moments

2:00 min

Shifting from single models to specialized AI infrastructure

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2:42 min

Dissecting artificial intelligence layers from compute to applications

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48 sec

Shifting artificial intelligence models to local smartphone hardware

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5:58 min

Architecting inference layers and meta harnesses to manage token costs

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4:44 min

Introduction to prototyping and building practical AI applications

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1:47 min

Managing compute costs and AI model routing

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