Jocy@IOSGVC(@jocyiosg):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.

2026.07.17 11:55

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.