Another day, another paper from our team 😎 Key findings from "Test-Time Adaptation via Many-Shot Prompting": Many-shot helps structured tasks, hurts open-ended generation Performance hinges on example selection, not quantity Dynamic ICL beats brute-force context expansion 🔗arxiv.org/abs/2603.05829?utm…

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