Private AI Isn’t a Model Choice, It’s a Runtime…

Private AI Isn’t a Model Choice, It’s a Runtime Decision – Oren Penso

Private AI Isn’t a Model Choice, It’s a Runtime…

Enterprises keep arguing about which model to self-host — a Llama variant, a fine-tuned open-weights model, a vendor’s so-called private API tier. Months of planning cycles burn on that debate. It’s the wrong question, and getting it right buys you far less than people assume.


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