In-context learners route predictions through a spurious component inside a composite feature whenever that component correlates with the label, and the routing persists as context grows.
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Entangled by Design: Spurious Intra-Variable Signal Routing in Tabular In-Context Learners
In-context learners route predictions through a spurious component inside a composite feature whenever that component correlates with the label, and the routing persists as context grows.