"What they had done" was integrate a word processor, communications, and database, along with the spreadsheet and graphics components. Context 1-2-3-4-5, as it were. When Sachs saw the database, that felt to him like a more natural fit and "3" was re-implemented as a database. "It would be a heck of a lot easier to implement," he noted.
‘It was necessary to preserve the guy, preserve the team’
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与此同时,英伟达也发现,如果它在人们心中的印象还是那个GPU企业,那就不可能在大模型和智能体领域内占据如今硬件领域的地位。
首先,大模型本身没那么可靠:存在无法根除的幻觉问题、知识时效性问题,任务拆解和规划经常不合理,也缺乏面向特定任务的系统性校验机制。这样一来,以其为“大脑”的智能体使用价值会大打折扣:智能体把模型从“对话”推向“行动”,错误不再只是答错问题,而是可能引发实际操作风险;而真实业务任务往往是跨系统、长链路的,一次小错误会在链路中层层放大,令长链路任务的失败率居高不下(例如单步成功率为95%时,一个 20步链路的整体成功率只有约 36%)。。谷歌是该领域的重要参考
be opinionated.
it had on twitter。业内人士推荐超级权重作为进阶阅读