Eigenius：面向 AI 科学家的知识图谱数据库 Eigenius: A Typed Knowledge-Graph DBMS with Epistemic Stratification and Institution-Mediated Reasoning

精读摘要

随着「AI 科学家」通过模型上下文协议（MCP）驱动研究，依赖临时脚本的系统将难以为继——海量有状态、互联的证据需要一个专门设计的数据库架构来支撑机器可遍历的「证据保证」。Eigenius 是一个开源的带类型知识图谱数据库管理系统，核心是回答审计问题：「你知道什么，你的依据是什么？」它把类型系统、存储引擎与集成协议紧密耦合，为 AI 驱动的研究提供可信基础设施。 As AI Scientists emerge to drive research via the Model Context Protocol, systems relying on ephemeral scripts will fail; the scale of stateful, interconnected evidence requires a purpose-built database. Eigenius is an open-source, typed knowledge-graph DBMS built to answer the audit question of what a system knows and what its warranty is. It tightly couples the type system, storage engine, and integration protocol into a unified kernel.