Machine-Native ReasoningReading edition

20. Resolution, repair, and retained detail

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Resolution gives a concrete family of views. Its compatibility differential connects exact maps, protected information, and residual coordinates. Recovering every finite coordinate is then separated from convergence in a chosen norm.