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AbstractRetained measurement records constrain recoverability, but their formation also depends on the available physical controls. We give exact, constructively attained answers to both questions in two specified models. For a balanced nondemolition qubit process with actual binary observer memories unavailable to the decoder, we determine the maximum recovery compatible with average readout accuracy and pair agreement. The finite-record solution includes its feasible region and a common memory-writing and recovery process, without assuming exchangeability of observed records. Under a complete conditional-pairwise-independence promise at fixed informative accuracy, the optimal coherence has a sharp inverse-square-root asymptotic; fully conditionally independent records instead give exponential decay. Thus identical single-record and pair-record calibrations need not justify the product-law recovery bound. We then fix a logical code in four spin-3/2 systems and sequential diagonal contacts with exact controlled-swap endpoints. Hard budgets for net contact action and added spectral control charge yield an exact peak-excursion frontier within a declared quadratic-plus-cubic control class. A single positive-amplitude preparation jointly attains the record, recovery and occupation requirements, connecting the two results through an exact finite-dimensional optimization. A closed three-record example distinguishes fixed complete records from fixed averaged data. Separately calibrated imperfect contacts admit one-sided finite-error extensions. Together, the results characterize both informational compatibility and control-dependent formation through common attaining apparatuses.Preprint status and related materialsPREPRINT - AUTHOR-SUBMITTED MANUSCRIPT; NOT PEER REVIEWED OR ACCEPTED FOR PUBLICATION. This theoretical and computational work addresses the compatibility of retained binary quantum records with optimized accessible-system recovery, and the control-dependent resources required to form those records in a specified spin encoding. The article provides exact finite-record bounds, attainable recovery and resource frontiers, and calibrated finite-error qualifications. The manuscript has been submitted to Foundations of Physics for journal consideration; this Figshare record is not a journal publication. The technical supplement is included as a second PDF in this same record. Related software, verification code, exact certificates, and selected computational evidence are available separately at https://doi.org/10.6084/m9.figshare.34886079 under the MIT licence. When a journal version of record becomes available, a link to its DOI will be added here.AuthorKent Nimmo; Independent Researcher, Vancouver, British Columbia, Canada; ORCID 0009-0003-8503-8891.
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