Governing an agent that rewrites itself
An agent that edits its own code needs a gate, not a hope. What the safety literature says about reward hacking, sandboxes, oversight, and typed contracts
· 8 min read
Research · Pillar
The map an agent reasons over.
Typed entities, relationships, and time-aware facts that turn a pile of documents into a map an agent can cite: description logics, knowledge graphs, graph-grounded retrieval, and the research on grounding an answer in structure instead of similarity.