Live MCP session — payloads captured 2026-04-03 from Graphonomous v0.3.1

A/B: Belief Revision — Expand vs Revise

Same belief_revise tool, two operations: A expands the graph with a new belief, auto-detecting contradictions via belief_contradictions; B revises an existing belief, superseding the old fact with confidence propagation through the dependency chain. No competitor has this — AGM-rational belief maintenance built into the memory layer.

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