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Where Agents Fail Typical errors include missing referenced files, skipping required actions, wrong tool choice (e.g., trying to “create PDF” directly instead of writing in Word, then converting), and poor planning order. File creation/editing in docx/xlsx is particularly error‑prone. The authors argue that semantic compression and coherent aggregation are essential for multi‑step reasoning in long contexts. Paper: https://t.co/YPZinw0uiy
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