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Towards an Autonomous AI Steward for Large-Scale Physics Experiments: Integrating Causal Diagnostics, RAG, and Conformal Prediction

arXiv cs.AI · Oliver Noll, Nicholas Tan Jerome, Alexander Lehnen, Frank Simon, Frank Maas ·

arXiv:2611.09298v1 Announce Type: new Abstract: Long-term particle physics experiments face critical operational challenges: monitoring non-stationary machine data streams and preserving tacit expert knowledge. We present the "Helmholtz Co-Pilot," a hybrid Multi-Agent System (MAS) acting as an autonomous experiment…

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