<em>Perspective</em>: Multi-shot LLMs are useful for literature summaries, but humans should remain in the loop

· · 来源:tutorial资讯

Nature, Published online: 25 February 2026; doi:10.1038/s41586-026-10127-0

"self_check": ["lint", "typecheck", "关键场景手测"]

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Data flows left to right. Each stage reads input, does its work, writes output. There's no pipe reader to acquire, no controller lock to manage. If a downstream stage is slow, upstream stages naturally slow down as well. Backpressure is implicit in the model, not a separate mechanism to learn (or ignore).

"What isn't uncertain is this government's growth-at-all-costs agenda."

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