CO₂/CH₄ competitive adsorption in MOFs: high-throughput screening and molecular simulation

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One thing that I found really interesting was the ability of the LLM to inspect the COM files for ZEXALL / ZEXCOM tests for the Z80, easily spot the CP/M syscalls that were used (a total of three), and implement them for the extended z80 test (executed by make fulltest). So, at this point, why not implement a full CP/M environment? Same process again, same good result in a matter of minutes. This time I interacted with it a bit more for the VT100 / ADM3 terminal escapes conversions, reported things not working in WordStar initially, and in a few minutes everything I tested was working well enough (but, there are fixes to do, like simulating a 2Mhz clock, right now it runs at full speed making CP/M games impossible to use).

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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%)。

The couple spent their 37th wedding anniversary in hospital, as well as Manjit Sangha's birthday around Christmas time.

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