Agentic knowledge systems will become more useful than personal note-taking tools alone

Autonomous systems that use large language models to plan, reason, and take actions — including browsing the web, writing code, calling APIs, and completing multi-step tasks with minimal human intervention.

Representation and use of information within AI systems. Supports reasoning, retrieval, and learning.

Use of AI skills, agents, and multi-stage workflows to discover, structure, and publish entities into the Geo knowledge graph. Covers the packaged skills, the end-to-end workflows that compose them, and the stages within each.

Systems that locate relevant information. Supports search and QA tasks.