Reproduce “Unprompted coordination through shared memory in LLM agents: a locked two-implementation replication and extension” on OpenResearch

Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.

Universal app for Apple silicon and Intel. Requires macOS 11 or later.

About this paper

Pekka Abrahamsson, Muhammad Waseem, Esa Karjalainen, Petrus Jussila, Henri Hansen, Jussi Rasku, Bilhanan Silverajan, Kai-Kristian Kemell

The authors test whether agents can exchange information through a shared scratch store without being told it is shared. In arithmetic tasks, agents wrote and read one another’s intermediate values; a private-store comparison eliminated joint success for gpt-6-astra. The result shows shared state can enable coordination in this setup, not that agents intended to communicate or that it generalizes.

Summary by alphaXiv.

Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.