Recognition Dynamics: Conservation, Coherence, and Event Records
Recognition dynamics must specify what events record. We construct a coherent native operation that retains complete current, an unrestricted integer field, and histories realized by successive minimum-cost postings. Its iterates preserve earlier record blocks, and its isometry has an explicit unitary completion with a positive generator. Every protected input has at least one-quarter probability in each event-count parity. Three recording procedures give exact retained-sector probabilities 1/4, 9/32, and 3/8. Simultaneous conservation of native clock energy and number forces every collective one-channel observable to be conserved, at every finite channel count. These results meet in a quantitative implementation constraint: a conserving realization of the full-current instrument with r native reference channels must disturb their joint state by trace distance at least 5/(8r). The event record and the reference account impose exact, observable restrictions on recognition dynamics.
Authors
- Washburn (ORCID: https://orcid.org/0009-0001-8868-7497)
Institutions
- University of Cologne (DE)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-09-12
- DOI
- https://doi.org/10.5281/zenodo.22718404
- Primary Topic
- Advanced Memory and Neural Computing
- Type
- preprint