Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2608.04270.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

CURATE is a human-in-the-loop multi-agent system using LLM agents to manage the full lifecycle of composable scientific workflows, featuring a module catalog for reuse and FAIR-compliant sharing. A prototype using Claude Opus 4.8 was validated across 6 experiments including benchmark reproduction and an environmental engineering case study.

Targets the workflow-lifecycle gap beyond code generation with a reuse catalog and FAIR alignment, tested on real benchmarks and a mechanistic model case study.

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