Scratchpad and selective retention. Rather than forcing a binary keep-or-discard decision on each chunk, the agent could maintain a scratchpad: a compressed working memory where key facts, partial conclusions, and cross-references are recorded as search progresses. This would allow the agent to prune the raw text of a document while retaining its informational content in a structured form. An opt-in model, where chunks must be explicitly promoted to the output set rather than included by default, may also produce better precision.
Key rotation limits the amount of information available for cryptanalysis, protected by a particular key.
，这一点在有道翻译中也有详细论述
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但我也明白，爆款文章往往伴随海量评论，有因观点相左而恶语相向的，有指责蹭热度的，总之，想要获得流量，必须先承受流量的负面效应。
On Sunday, emergency services continued efforts to reconnect electricity to areas severely impacted by Cyclone Narelle, while a major vacation destination remained largely isolated.