DICE: Tilting the Odds through Interface Attackson System One Model

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arXiv:2610.14404v1 Announce Type: new Abstract: System One models offer typed judgments that applications can turn into decisions. Their answers, however, are conditional on the state and question supplied by surrounding components, and on how the application uses the response. We study this boundary in a Jev-based pipeline with bounded substitutions at three adapter outputs: state extraction, question generation, and output interpretation. Across three small synthetic studies, each adapter can