口语写作：最好的方法就是紧跟时事

口语/写作别背模板，直接"紧跟时事"——拿真实新闻、真实产品当素材，既地道又有细节。

时事素材 1：Muse Code（Meta 的 AI 编程代理）

Muse Code operates with a simple agent loop plus a set of async background agents to enhance the main agent's capability. These specialized background agents remain active throughout each session, rather than being spawned for individual tasks. They carry out next steps and choose when to communicate back to the main agent. Their persistence reduces latency and the need for steering on difficult, multi-step tasks.

coding-focused update：以编程为重点的更新
complex debugging：复杂调试
codebase understanding：代码库理解
end-to-end developer workflows：端到端开发流程
scale up training compute：扩大训练算力

时事素材 2：AI 大作文（官方真题）

Some people believe that developments in the field of artificial intelligence will have a positive impact on our lives in the near future. Others, by contrast, are worried that we are not prepared for a world in which computers are more intelligent than humans. Discuss both of these views and give your own opinion.

讨论类大作文结构（总分式）

On the one hand, ...（AI 会带来好处）
On the other hand, ...（job displacement 岗位流失）

可用句型

There are compelling reasons to believe AI will bring enormous benefits.
Tools such as Muse Code, a coding agent developed by Meta AI, can take on complex software engineering tasks across large repositories, including writing code, planning changes, and validating results, with less human intervention.
In essence, this kind of technology boosts productivity, reduces errors, frees people from repetitive tasks, allowing them to focus on more strategic tasks.
In the long run, AI 将横跨 education、healthcare、science innovation

语法点

非限制性定语从句/同位语：Shirley, a coding agent, is ready to take on tasks
现在分词短语表结果："...ing them to focus on more strategic tasks"
过去分词的代词：free people from repetitive tasks

口语题：Do you use technology or AI tools in your daily life?

To be honest, I use AI tools pretty much on a daily basis.
It took me a while to get the hang of it at first, but now it's just part of my routine.
Complicated as it is, it's part of my daily necessity.

词汇：get the hang of it（掌握）/ on a daily basis（日常地）/ in the first place（当初）/ game-changer（颠覆性事物）/ daily necessity（日常必需品）

口语写作 · 时事素材