Agentic Scientific Workflows: From Search to Traceable Decisions
A working model for scientific agents that retrieve evidence, plan the next step, preserve uncertainty, and leave a decision trail.
SciencesLoop 写作
关于 AI 智能体、科学工作流自动化、RAG、evaluation，以及电池材料研究与应用 AI 系统之间连接的工作笔记。
A Public-Safe Site Agent as a Portfolio Interface
Why a personal technical site can be more useful when the homepage becomes a small, cited, public-safe agent.
Scientific RAG Needs Evaluation Before Confidence
RAG systems for technical work should be judged by retrieval quality, citation faithfulness, and decision usefulness, not only fluent answers.
发布流程
自动生成草稿
新文章是 src/content/blog 下的 Markdown 文件。
用脚本生成带日期和 frontmatter 的草稿，再编辑正文并提交。
npm run new:post -- --title "My AI agent note"