Unlocking Secrets: What Open Science Pioneers Wish They Knew Before Today’s Reality Hit
For me, openness and commercial value need not be opposites. The opportunity is to distinguish what is openly reusable, what requires additional permission, and what customers pay to have done for them. Curated training datasets, maintained knowledge graphs, and reproducibility services could provide genuine additional value. I would build AI gateways around these capabilities, with clear permissions, attribution, and transparent arrangements explaining how authors’ interests are protected, and revenues support research stewardship.
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