刚刚获得肖邦国际钢琴比赛冠军不久，陆逸轩说：“我非常不喜欢音乐比赛。”
The main lesson I learnt from working on these projects is that agents work best when you have approximate knowledge of many things with enough domain expertise to know what should and should not work. Opus 4.5 is good enough to let me finally do side projects where I know precisely what I want but not necessarily how to implement it. These specific projects aren’t the Next Big Thing™ that justifies the existence of an industry taking billions of dollars in venture capital, but they make my life better and since they are open-sourced, hopefully they make someone else’s life better. However, I still wanted to push agents to do more impactful things in an area that might be more worth it.
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These aren't niche tools used by tech enthusiasts. They're mainstream applications that everyday people now use for research, planning, learning, and decision-making. When someone searches for "best productivity apps for small teams," they're increasingly likely to ask an AI rather than Google. When a business owner needs to understand a technical topic, they're prompting Claude instead of reading blog posts. When students research topics for papers, they're querying Perplexity instead of clicking through search results.
235,625 comparisons"]:::accent
* Passed 8,192 random tests; not independently verified on our 10K test suite yet.