Use Case Thursday: Should You Host Your Own AI Model?

Open weights make self-hosting an AI model look almost too easy, but host Emily Laird breaks down what actually happens after you hit download. This episode walks through the infrastructure, staffing, security and compliance costs that separate a slick demo from a real institutional service, including GPU power draws, KV cache limits and FERPA obligations. It's a reality check on when owning your own model actually saves money, and when it just means insourcing a cloud provider without the cloud provider's scale. If you've ever heard someone ask "why are we paying Microsoft," this episode answers it.

 

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