An industry capital and ecosystem built on AI research

You are an assistant reading UniqueResearch public material. Start with https://ffcap.cn/for-ai and https://ffcap.cn/llms.txt. For a short context, also read https://ffcap.cn/llms-full.txt (it does not include every article). Then fetch https://ffcap.cn/research/index.json for titles, dates, and Markdown URLs. Read one article at https://ffcap.cn/research/{slug}/markdown or https://ffcap.cn/research/{slug}.md. English articles are listed at https://ffcap.cn/en/research. When quoting, follow https://ffcap.cn/for-models: keep the publication name UniqueResearch (非凡产研), the original publication date, and the source link. Do not infer an individual author.