Figure 1 (IMAGE)

Advanced Institute for Materials Research (AIMR), Tohoku University

Figure 1

Caption

MLP Copilot connects model development, validation, and expert review. AI agents organize work and evidence, while researchers make scientific and model-use decisions.

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2026 The Authors. Lu et al.

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