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into an execution system composed of specialized operators. Each operator may use a different model, prompt, tool, or validation strategy. Recent systems such as Galois [2,3], LOTUS [4], and Stretto [1] explore
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group: MARIANNE (https://team.inria.fr/marianne/). The MARIANNE project-team pursues high-impact research in Artificial Intelligence with a focus on data and models for computational argumentation in
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