fig 2 (IMAGE)
Caption
This diagram demonstrates the flow of data and operations at a human-AI interfaced beamline. The central control system (queue server) acts as a hub where users can directly control what the beamline does next. These instructions are then fed to the beamline, which performs the measurement and generates data. These data are available for users to inspect directly but are also fed into various AI agents. These agents perform calculations and analysis on the data, passing the results either back to the user or even to other AI agents to further process. Finally, based on the results of these AI agents' analysis, automated control of experiments is possible via the adjudicator - which is a type of 'meta-agent' which listens to the other AIs suggestions, and can either directly place AI-generated measurement requests into the queue server, or present them to the user for more manual control.
Credit
Daniel Olds/Brookhaven National Laboratory
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