We monetize on running the server for private re-training? Private Models? (does it matter)? Or in exchange for DP, we get anonymized data sets back for training?

Lots of new information to assimilate, this first-of-many post focuses on private agency related thoughts including putting the puzzle together for Private Agency for My House.

Soumith Chintala

Ingredients to the bake Private Agency in the home?​

Ignorance is dangerous, so let's take a look at what are the known-knowns, known-unknowns, and unknown-unknowns.

Going to California for NVIDIA GTC 2025, what are the areas of focus for privacy?

To be updated​

The AI Engineering Summit was a definite eye-opener to the speed with which IT is transforming mundane "busy" work, and the startup cost for exploring new ideas.

Take aways for a private agent:​

• Do Agents need to be local to be private?
• Locally on a macbookpro
• Hosted in a secure enclave on AWS / Azure / GCP
• Or can some sort of formal proof be done to leave a multi-tenant agent in the cloud with data privacy?
• For either of the above, how to manage the balance of cost ?
• How are we protecting state?
• Where are we storing state?