Multi-agent Collaborations
communication scaling
arxiv.org
https://arxiv.org/pdf/2609.21032
Swarm Scaling — LessWrong
Just how powerful are large swarms of AI agents? And how do their powers scale as more and more agents are added to the swarm? …
https://www.lesswrong.com/posts/6cb7qd3RSkgnviCpf/swarm-scaling
teaming
Self-Organizing Agent Teams Learn to Reason Together
Collective intelligence depends not only on what team members know, but also on how they organize their work. When the structure of a solution is unknown, useful roles and divisions of labor...
https://arxiv.org/abs/2609.22682

Shared context is the thing
We're building multiplayer AI. Here's what we've learned so far
Non-obvious lessons for multi-human agent systems
https://newsletter.posthog.com/p/were-building-multiplayer-ai-heres

Shared workspace lemma-platformlemma-work • Updated 2026 Oct 1 17:25
lemma-platform
lemma-work • Updated 2026 Oct 1 17:25
Multi-Party Computation Vect AI agent representative
Each agent performs matching, negotiation, and computation with other agents while keeping its user's private context hidden.
Connecting Agents with Cryptography - Liam Horne
How programmable cryptography could help agents find useful connections without exposing their private context.
https://liamhorne.com/agents-and-programmable-cryptography


Seonglae Cho