The shared body of publicly accessible knowledge produced by distributed human labour including open encyclopaedias, journalism, academic archives, and peer-produced repositories, that functions as collective infrastructure rather than private property.
So what? LLM training relies heavily on the knowledge commons, raising governance questions about who stewards these resources and whether economic returns from AI systems should flow back into maintaining them.
Example: Collaborative repositories like Wikipedia are built through volunteer labour within a public-interest governance model; they are also high-value training inputs for commercial LLMs, yet those LLMs rarely contribute back to the commons that enabled them.
So what? LLM training relies heavily on the knowledge commons, raising governance questions about who stewards these resources and whether economic returns from AI systems should flow back into maintaining them.
Example: Collaborative repositories like Wikipedia are built through volunteer labour within a public-interest governance model; they are also high-value training inputs for commercial LLMs, yet those LLMs rarely contribute back to the commons that enabled them.
