The Intelligible World of Agents

Imagine the same detective working two different cases. In the first, every piece of evidence arrives as a disconnected fragment—names without relationships, events without timelines, motives without context. In the second, the connections among people, events, and evidence are already established before the detective walks in.

Which case does the detective solve faster?

The detective solves the second case much faster than the first, but not because the detective is more intelligent. Instead, the world is more intelligible. The difference is not reasoning ability; it is the organization of knowledge that represents the world and enables action.

Now, imagine two cybersecurity AI agents built on the same frontier language model, with the objective of defending against attacks. Both share a general understanding of vulnerabilities, attackers, and defensive techniques.