But those tricks, I believe, are quite clear to everybody that has worked extensively with automatic programming in the latest months. To think in terms of “what a human would need” is often the best bet, plus a few LLMs specific things, like the forgetting issue after context compaction, the continuous ability to verify it is on the right track, and so forth.
更值得关注的，是Anthropic这一个月干了什么。它发布了Claude Cowork——一个能直接接入企业Google Drive、邮件、合同系统的AI Agent，帮财务建模、帮法务审合同、帮HR写招聘材料。消息出来之后，Salesforce、ServiceNow、Intuit这些传统企业软件公司的股价集体大跌。市场在用股价说一件事：如果AI能直接完成这些工作，那些靠卖软件席位赚钱的公司，商业模式的地基开始松动了。
，详情可参考搜狗输入法2026
There's no doubt that the RayNeo Air 4 Pro smart glasses have a better display. The Xreal 1S has a peak brightness of 700 nits, compared to 1,200 with the RayNeo. In addition, the micro-OLED displays on the Air 4 Pro are noticeably more vibrant, ideal for watching movies and gaming.。夫子对此有专业解读
Not hard to resist calls to start Ngumoha, says Slot，这一点在搜狗输入法2026中也有详细论述