Premature Evaluation and False Stabilization: A Minimal Synthetic Stress Test Under Distributed Evidence

This technical note presents a minimal synthetic stress test examining whether premature evaluation can produce locally readable outputs while reducing fidelity to the full evidential structure of a process. The setup compares four evaluative interfaces — EARLY, MID, FULL, and Forced Early Collapse (FEC) — across three evidence families: easy-local, distributed-integration, and reversal-conflict. The results show a structural asymmetry: early readability can remain legitimate in easy-local cases, becomes only partial under distributed integration, and can become strongly misleading in reversal-conflict regimes. The contribution is intentionally local and methodological. It does not propose a general cognitive theory, a psychological typology, or a universal account of premature judgment. Included in this record are the technical note, the recovered notebook used for the final synthetic stress test, and an archive of the generated outputs.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-16
DOI
https://doi.org/10.5281/zenodo.19609012
Primary Topic
Decision-Making and Behavioral Economics
Type
article
Field-Weighted Citation Impact
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article

Premature Evaluation and False Stabilization: A Minimal Synthetic Stress Test Under Distributed Evidence

Danilo Tavella
Zenodo (CERN European Organization for Nuclear Research)
Decision-Making and Behavioral Economics
article

Premature Evaluation and False Stabilization: A Minimal Synthetic Stress Test Under Distributed Evidence

Danilo Tavella
article en

Abstract

This technical note presents a minimal synthetic stress test examining whether premature evaluation can produce locally readable outputs while reducing fidelity to the full evidential structure of a process. The setup compares four evaluative interfaces — EARLY, MID, FULL, and Forced Early Collapse (FEC) — across three evidence families: easy-local, distributed-integration, and reversal-conflict. The results show a structural asymmetry: early readability can remain legitimate in easy-local cases, becomes only partial under distributed integration, and can become strongly misleading in reversal-conflict regimes. The contribution is intentionally local and methodological. It does not propose a general cognitive theory, a psychological typology, or a universal account of premature judgment. Included in this record are the technical note, the recovered notebook used for the final synthetic stress test, and an archive of the generated outputs.

Zenodo (CERN European Organization for Nuclear Research)
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Decision-Making and Behavioral Economics
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