Industrial AI Conference | Stanford, CA

Owning your Domain Expert AI strategy via Lepton AI

While general-purpose large language models (LLMs) and other language models are producing promising performances, its application in enterprises remain a challenge due to multiple mathematical and practical reasons. In this talk, we will cover three main topics: why a specific small model (SSM) strategy is better for building domain expert models, why AI warrants its own infrastructure strategy, and how Lepton AI's solution helps enterprises to better build one's own AI strategy.

While general-purpose large language models (LLMs) and other language models are producing promising performances, its application in enterprises remain a challenge due to multiple mathematical and practical reasons. In this talk, we will cover three main topics: why a specific small model (SSM) strategy is better for building domain expert models, why AI warrants its own infrastructure strategy, and how Lepton AI's solution helps enterprises to better build one's own AI strategy.