In their framework, “Directly exposed'” tasks were those that could be completed in half the time with an LLM (with a 2,000-word input limit and no access to recent facts). Tasks that were “exposed with tools” were those subject to the same speedup with an LLM that had access to software for, e.g., information retrieval and image processing. Tasks that were not exposed could not have their duration reduced by 50% or more using an LLM.
APL-1702是全球首个针对宫颈上皮内瘤变 2 级（CIN2）患者的非手术无创治疗产品，不仅填补了这一治疗领域的临床空白，更标志着宫颈癌防治正式迈入 “全周期主动管理” 新阶段。
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原本计划推出的「满 200 减 20」优惠因后台设置错误，被错误配置为「满 200 减 200」，导致用户仅需支付约 10 元运费即可获得原价 200 元以上的商品，引发大规模抢购。「豆瓣薅羊毛」话题随即登上微博热搜。
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