OpenCommons: A Distributed, Meaning-Indexed Concept Commons for Accelerating Scientific and Algorithmic Discovery in AI Agents
When swarms of autonomous AI agents solve complex coding and scientific discovery tasks, they reset their memory between sessions. As a result, agents waste compute repeatedly re-deriving the same mathematical algorithms from scratch while copying subtle numerical errors. Existing skill libraries either store unverifie...