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    Rational Inattention via Ignorance Equivalence
    (2026-04-30) ;
    Armenter, Roc
    ;
    Stangebye, Zachary
    We introduce the concept of the ignorance equivalent to effectively summarize the payoff possibilities of a rationally inattentive (RI) agent. The ignorance equivalent is a unique fictitious action that does not distort learning incentives when added to the agent’s menu, but also makes ignorance optimal. By restating the RI problem as a choice over a richer menu without learning, the approach provides new insights for menu expansion, the formation of consideration sets, and belief elicitation. When RI agents with different learning costs interact, their ignorance equivalents emerge in equilibrium, facilitating trade that allows agents to emulate the first-best learning strategy.
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