This is such a refreshing and necessary take.
The way we’ve been handing over our data to centralized AI systems has never felt sustainable, and honestly, it’s always come with that uneasy “just trust us” vibe. The idea of bringing AI to the data instead of the other way around just makes so much more sense, especially now that privacy, ownership, and control are becoming non-negotiable.
Really loved the part about chained and collaborative inference, so smart and clearly practical for real-world use cases.
It’s exciting (and a little overdue) to see the shift from hype to real solutions that actually respect users. The future of AI should feel like it’s working for us, not watching us.