The graph is pre-filling the context that does the sync, right? Doesn't that create a bias towards what's already present? If anything hallucinated does make it in at some point, won't the sync just reinforce that hallucination if some new component touches the bad info, just like a long session rabbit-holing? New sessions, in contrast, have no contextual assumptions and often catch those problems.

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