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ZENODO
Preprint . 2026
License: CC BY NC
Data sources: ZENODO
ZENODO
Preprint . 2026
License: CC BY NC
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY NC
Data sources: Datacite
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Trajectory-Based Drift Detection in Stratified Agent Memory: A Minimal Deterministic Note on Coherence Decay Across Time

Authors: Putman, Stephen A.;

Trajectory-Based Drift Detection in Stratified Agent Memory: A Minimal Deterministic Note on Coherence Decay Across Time

Abstract

This preprint documents a minimal method for detecting internal drift in stratified agent systems by treating memory updates as a trajectory over time rather than evaluating them only at isolated steps. The framework operates within a three-tier memory structure in which short-term volatility, intermediate accumulation, and longer-horizon structural state evolve under asymmetric update rates. It frames coherence not as per-step admissibility, but as continuity across the trajectory of these coupled updates. Drift is defined as measurable deviation in that trajectory, particularly when recent accumulation begins to separate from structural lag or when update direction breaks relative to its prior course. A deterministic micro-run is used to show that contradiction produces a staged pattern—directional instability at onset, delayed cross-tier misalignment, and subsequent reversal during recovery—without introducing stochastic behavior or additional subsystems. The purpose is to make time-extended coherence decay visible as an inspectable signal grounded in existing stratified memory dynamics. This work serves as a compact extension to constraint-governed agent architectures and is published as a technical preprint. Version v0.2 — deterministic demonstration release.

Keywords

drift detection, deterministic simulation, update trajectories, constraint-governed systems, agent architectures, temporal dynamics, coherence decay, trajectory drift, stratified memory, coherence

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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Average
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