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From execution loop to reasoning loop in autonomous materials research

Figure 1. Architectural distinction between the Execution Loop and the Reasoning Loop. The Execution Loop (already feasible) forms a closed multi-agent cycle integrating four peripheral subsystems. An architectural gap separates it from the Reasoning Loop (aspirational), which requires three structural conditions to be realized.