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Running LLMs larger than memory on a consumer Mac — falsification-driven research: margin-gated deferred refinement, out-of-core verification on Apple Silicon. TR-01 published.

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1---2project: localvm-research3document: expA_weight_concentration/README4author: Simon-Pierre Boucher5contact: contact@spboucher.ai6created: 2026-08-117status: draft8---910# expA_weight_concentration1112Weight contribution concentration: can a subset of weight blocks reproduce most of each layer's output?1314Status: scaffolded 2026-08-11, not yet run.15