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Document DPSynth accounting philosophy and MechanismConfig design boundaries - #231
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…ndaries Adds a standalone Accounting Philosophy documentation page covering: - Where MechanismConfig / CalibratedMechanism interfaces are used versus stateless flat functions in local_mode.primitives. - Self-contained single-file mechanism implementations to reduce the DP audit surface. - Non-adaptive, adaptive (fixed parameter schedule), and fully adaptive mechanisms (e.g., AIM), and cautions when adaptively chaining mechanisms. - Record-level ADD_OR_REMOVE_ONE DP assumptions and user-level group privacy via max_records_per_user. - Fine-grained privacy characterization using dpsynth.PrivacyReport. - Accounting nuances including pure-delta thresholding, Poisson subsampling amplification, and configuration-time validation. PiperOrigin-RevId: 993897280
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Document DPSynth accounting philosophy and MechanismConfig design boundaries
Adds a standalone Accounting Philosophy documentation page covering: