Palantir’s CEO said it out loud: enterprises are paying frontier labs for tokens while handing over their alpha for free.
For individuals it’s worse — ChatGPT logs are already court evidence, and half of users don’t know their chats can be subpoenaed.
Then Bridgewater ran the experiment everyone should study: fine-tune an open model on your own experts’ labels. Result: beat frontier models with 30% fewer errors at 1/13th the inference cost.
That’s the real signal in our new private AI report — the alpha that separates you from competitors is exactly what should never hit a model provider’s servers in plaintext.
Trust or verify? The report ends with a practical framework for choosing.
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