This report synthesizes insights from the 2026 Workshop on Next-Generation Ecosystems for Scientific Computing into eight priorities for community action spanning shared research infrastructure, trust and traceability, user experience, human-AI teaming, workforce development, cross-sector coordination, stewardship and...
L. McInnes, Dorian Arnold, Prasanna Balaprakash et al.· 0 citations
This work introduces Mycelium, an active shared workspace that automatically connects researchers and AI agents, and describes networked intelligence as sparse conditional computation over distributed scientific contexts as sparse conditional computation over distributed scientific contexts.
Sutanay Choudhury, Jeffrey J. Czajka, L. Monteiro et al.· arXiv.org· 0 citations
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