Unit 1 — Memory & Knowledge Graphs

An AI model does not carry your project forward on its own. If it needs to understand what was decided last week, it must be able to read a record of that decision. This unit is about making that record useful for both people and agents.

Follow the idea

Start with Why Memory Changes Everything, which names the cost of rebuilding context every time a conversation ends. A Knowledge Graph Is Shared Memory shows how connected notes give both people and agents a common place to orient themselves. From there, The Artifact Is the Memory explains why the record must live with the work, while The Brain Is the Structure Around the Model places memory inside the larger system an agent depends on.

Read these notes as one chain: the project needs a durable record, the record becomes more useful when ideas are connected, and the model becomes more capable when it can reliably find both.

Next: Unit 2 — Connections