AI and Automation

AI can assist QLens by locating relationships, proposing summaries, identifying possible conflicts, generating drafts, or suggesting questions. These outputs are valuable only when their status and provenance are explicit.

AI-generated material must not silently enter the canonical record as verified understanding. It should be treated as a proposal, draft, or derived view until reviewed under the same standards applied to human work.

The governing principle is simple:

Automation may accelerate inquiry, but it may not inherit the authority of Reality.

QLens should make AI assistance inspectable rather than invisible.