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Model R&D knowledge base for the AwareLiquid research line - the Einstein Test as the north-star capability target for abductive paradigm-shift intelligence: hypothesis-cluster architecture decomposition, frozen-corpus evaluation protocol, ablation design, and staged discovery roadmap.

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