发表在《哈佛商评》上的一项新分析认为，虽然拥有新的能力，AI 工具仍然只是一种预测引擎，成功部署需要高质量数据和人类判断。今天的生成式 AI 能处理写作和编程等复杂任务，但预测机器的本质意味着使用它的组织必须理解其局限性，需要提供恰当的监督。低质量的数据会导致错误，而部署时缺乏人类判断会导致战略失败，尤其是在高风险的情况下。计算机本质上是一种算术机器，成功使用 AI 时代前的计算机需要理解它严格遵循指令。不精确的指令会导致错误的结果。在生成式 AI 流行前，AI 主要是作为一种预测应用。生成式 AI 将更多的复杂任务如写作、绘画和编程都加入到了可预测范围内，但它并没有改变预测机器的本质。
发表在《哈佛商评》上的一项新分析认为，虽然拥有新的能力，AI 工具仍然只是一种预测引擎，成功部署需要高质量数据和人类判断。今天的生成式 AI 能处理写作和编程等复杂任务，但预测机器的本质意味着使用它的组织必须理解其局限性，需要提供恰当的监督。低质量的数据会导致错误，而部署时缺乏人类判断会导致战略失败，尤其是在高风险的情况下。计算机本质上是一种算术机器，成功使用 AI 时代前的计算机需要理解它严格遵循指令。不精确的指令会导致错误的结果。在生成式 AI 流行前，AI 主要是作为一种预测应用。生成式 AI 将更多的复杂任务如写作、绘画和编程都加入到了可预测范围内，但它并没有改变预测机器的本质。
"The argument from Telegram is, 'You should trust us because we tell you that we're trustworthy,'" Maréchal said. "It's really in the eye of the beholder whether that's something you want to buy into." Groups are also not fully encrypted, end-to-end. This includes private groups. Private groups cannot be seen by other Telegram users, but Telegram itself can see the groups and all of the communications that you have in them. All of the same risks and warnings about channels can be applied to groups. On Feb. 27, however, he admitted from his Russian-language account that "Telegram channels are increasingly becoming a source of unverified information related to Ukrainian events." Although some channels have been removed, the curation process is considered opaque and insufficient by analysts. Just days after Russia invaded Ukraine, Durov wrote that Telegram was "increasingly becoming a source of unverified information," and he worried about the app being used to "incite ethnic hatred."
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