Mycelium — Active Shared Context Graphs for Human-AI Team Science
arXiv paper argues that scaling AI for science means connecting teams, not just models. Single reasoners hit walls; breakthroughs need humans and agents sharing priors, tacit knowledge, and experimental results across contexts.
Introduces Mycelium, a framework for “networked intelligence” — active shared context graphs that route discoveries from one person, agent, instrument, or robot to another, multiplying what the team can act on.