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Iterative refinement

1 open-access preprint on iterative refinement, published in 2026 in Life of Research. Every record is free to read and download, with a permanent link and a ready-made citation.

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Preprint

From Prompt-Level Goals to Prefix-Conditioned Execution: A Position Paper on Incremental Task Execution and Cumulative Audit

This position paper proposes Prefix-Conditioned Execution and Cumulative Audit (PECA), an approach to improving AI instruction following by incrementally processing prompts, executing meaningful microtasks, and repeatedly auditing the accumulated result against the instructions understood so far…

Cite Related research LOR-00137 · 40 views · 13 downloads
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