Author

Anastasia Ailamaki

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Jul 2026

Confining Nondeterminism: AI-Driven Research Systems as DBMSs for Reliable, Non-Wasteful, Transparent, and Collaborative Research [Vision]

Five design rules at this boundary turn familiar database machinery, from versioning and provenance to incremental maintenance and cost-based scheduling, into guarantees that make research reliable, non-wasteful, transparent, and collaborative.

Kyoungmin Kim, Anastasia Ailamaki · arXiv.org · 0 citations