Human Architectures (AH) — Operational Trajectory Reading

Working Paper #2 in the Human Architectures (AH) series. This paper operationalizes the Human Architectures framework by introducing a minimal structural method for trajectory reading in human systems under load. The method reduces observation to four ordinal variables: propagation/coupling (K), latency window (L), valve quality (V), and buffer margin (B). Using observation windows (W₁ / W₂ / W₃) and directional deltas (ΔK, ΔL, ΔV, ΔB), the method produces four required outputs: regime classification (R₀ / R₁ / R₂), leading variable, next structural threshold, and one observable early-warning sentence. The approach is descriptive and non-prescriptive. It does not diagnose individuals, classify identities, infer intent, or prescribe interventions. Acute-risk contexts remain outside scope and require domain protocols. Related work: Human Architectures (Foundational) — Working Paper #1 DOI: https://doi.org/10.5281/zenodo.18654166

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-05
DOI
https://doi.org/10.5281/zenodo.18879126
Primary Topic
Time Series Analysis and Forecasting
Type
article
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article

Human Architectures (AH) — Operational Trajectory Reading

Sebastian Katsini
Zenodo (CERN European Organization for Nuclear Research)
Time Series Analysis and Forecasting
article

Human Architectures (AH) — Operational Trajectory Reading

Sebastian Katsini
article en

Abstract

Working Paper #2 in the Human Architectures (AH) series. This paper operationalizes the Human Architectures framework by introducing a minimal structural method for trajectory reading in human systems under load. The method reduces observation to four ordinal variables: propagation/coupling (K), latency window (L), valve quality (V), and buffer margin (B). Using observation windows (W₁ / W₂ / W₃) and directional deltas (ΔK, ΔL, ΔV, ΔB), the method produces four required outputs: regime classification (R₀ / R₁ / R₂), leading variable, next structural threshold, and one observable early-warning sentence. The approach is descriptive and non-prescriptive. It does not diagnose individuals, classify identities, infer intent, or prescribe interventions. Acute-risk contexts remain outside scope and require domain protocols. Related work: Human Architectures (Foundational) — Working Paper #1 DOI: https://doi.org/10.5281/zenodo.18654166

Zenodo (CERN European Organization for Nuclear Research)
Quality Education
Openalex Percentile: Top 35%
Time Series Analysis and Forecasting
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