The AI Concierge: institutional design for recording, reconnection, and mutual growth at SPring-8-II

Sakata, O.

doi:10.1107/S1600577526008507

Figure 1
Institutional separation of the accountability layer and the knowledge layer. Tacit judgment recorded in the knowledge layer does not feed back into performance assessment. The AI Concierge (Section 4

) populates the knowledge layer and reconnects its contents to future experiments and users.

JOURNAL OF
SYNCHROTRON
RADIATION

ISSN: 1600-5775

Volume 33| Part 6| November 2026|

https://doi.org/10.1107/S1600577526008507

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access