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NeuronSifter treats decision quality as a property of the intervention interface, not of controller placement, and selects measurements by their expected reduction in intervention loss, assimilating typed outcomes into the same posterior.
NeuronDiscover is an Agent-in-Twin framework whose shared, mechanism-grounded World Action Model (WAM) couples prediction, intervention proposals, and observation design; independently adjudicated outcomes revise a scoped Mechanism--Intervention--Observation--Outcome (MIOY) graph, whose supported relations compile into...
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