alphaXiv：科研智能体仍处早期，将迎自动化研究革命
摘要
alphaXiv 认为科研智能体的采用仍处早期，当前大致相当于编程智能体 12-18 个月前的水平：多数研究者只愿把范围狭窄的单项任务交给智能体，模型使用也集中在少数闭源前沿模型上。其预测，多数研究者很快会让智能体端到端探索实验路线，开源模型也将成为有竞争力的替代选项。相关排名可在 openresearch.sh/rankings 查看。
摘要由模型根据原文撰写，以原文为准。
正文 · 原文
We are still so early in the adoption of research agents
Research agents are currently where coding agents were 12-18 months ago: most researchers only like giving agents individual, narrowly scoped tasks & model usage is dominated by a handful of closed, frontier models.
However, like coding, the landscape of autoresearch agents will change. Most researchers will soon let agents to explore lines of experimentation end-to-end and open-source models will become competitive alternatives.
Watch the the autoresearch revolution unfold at https://openresearch.sh/rankings
来源：alphaXiv · x.com
引用原文
askalphaxiv. We are still so early in the adoption of research agents[EB/OL]. (2026-10-20)[访问日期]. https://x.com/askalphaxiv/status/2112563742458151385.