contradictions-shuffles-before-batching
IN premise
The `contradictions` command randomly shuffles all IN beliefs before partitioning into batches of 50, ensuring that repeated runs probabilistically cover cross-belief comparisons that fixed sequential batching would never surface.
Summary
The contradictions checker randomizes the order of beliefs before splitting them into groups for comparison. This prevents blind spots that would occur if beliefs were always checked in the same fixed order, since different pairings get tested on each run, gradually improving coverage of potential conflicts.
Details
| Source | entries/2026/05/06/contradictions-first-run.md |