On today’s pod: the Italian job. After fears Serie A could be shut out of the Champions League last 16, Atalanta produced a stirring comeback in Bergamo to knock out Dortmund 4-3 on aggregate. The panel debate the decisive moment: was it a high foot or a low head? Laws Lars introduces us to a new referee rhyme, and the panel salutes Samardzic’s top-corner penalty with the last kick of the game.
В КСИР выступили с жестким обращением к США и Израилю22:46
The OpenRouter reality check，详情可参考新收录的资料
I also recognize that the Org format is a limiting factor, due to its tight integration with Emacs. However, I have long believed that Org should escape Emacs. I would promote something like Markdown instead, however Markdown lacks the ability to include metadata4. But as usual in my posts about Emacs, it's not Emacs's specific implementation of the idea that excites me, as in this case Org's implementation of literate programming does.
，这一点在新收录的资料中也有详细论述
Путин прокомментировал рост цен на нефть и газ19:24。关于这个话题，新收录的资料提供了深入分析
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%）。