Agent systems are getting a major upgrade: Cultural Knowledge, or what some call Collective Learning.

Think about it – we don't just rely on memory (whether short-term, long-term, or episodic). Humans actually learn by creating and sharing cultural stuff. We absorb info without even thinking about it, store it away, turn it into habits and skills, then pass it along to others.

Now imagine AI agents doing the same thing. They could build shared knowledge bases, refine behaviors collectively, and evolve together. Pretty wild concept for the future of decentralized intelligence.