The Observation Portfolio: Why Budget Cannot Move the Blind Spot

A single monitor who splits a finite attention budget across tasks does not, in general, cover the tasks where failure is costliest. We show that across such an observation portfolio, coverage is sorted by the composition of responsibility — the reach-contingent blame differential $\Delta$ that fixes how much of a residual failure is attributed to the monitor — and not by the budget. The marginal blame incurred by observing is largest exactly where the stakes are highest, so the highest-stakes task is the most toxic to look at; under a binding budget the monitor abandons it, and no budget recovers it, because a trapped task is incentive-constrained, not budget-constrained. Only redesigning the responsibility regime — lowering $\Delta$, or raising the production response $g = Q'(0)$ — does. The result holds on one side of a regime boundary whose master variable is $g$, unifying it with the productive-observation cascade of the companion programme; the budget-rationing blind spot that arises on the other side sorts by the opposite attribute, so the two are empirically separable. Recurring control deficiencies on high-stakes tasks then read as a portfolio blind spot, not a resourcing failure.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-03
DOI
https://doi.org/10.5281/zenodo.21765436
Primary Topic
Economic Policies and Impacts
Type
preprint
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The Observation Portfolio: Why Budget Cannot Move the Blind Spot

Mikio Hanaeda
Zenodo (CERN European Organization for Nuclear Research)
Economic Policies and Impacts
preprint

The Observation Portfolio: Why Budget Cannot Move the Blind Spot

Mikio Hanaeda
preprint en

Abstract

A single monitor who splits a finite attention budget across tasks does not, in general, cover the tasks where failure is costliest. We show that across such an observation portfolio, coverage is sorted by the composition of responsibility — the reach-contingent blame differential $\Delta$ that fixes how much of a residual failure is attributed to the monitor — and not by the budget. The marginal blame incurred by observing is largest exactly where the stakes are highest, so the highest-stakes task is the most toxic to look at; under a binding budget the monitor abandons it, and no budget recovers it, because a trapped task is incentive-constrained, not budget-constrained. Only redesigning the responsibility regime — lowering $\Delta$, or raising the production response $g = Q'(0)$ — does. The result holds on one side of a regime boundary whose master variable is $g$, unifying it with the productive-observation cascade of the companion programme; the budget-rationing blind spot that arises on the other side sorts by the opposite attribute, so the two are empirically separable. Recurring control deficiencies on high-stakes tasks then read as a portfolio blind spot, not a resourcing failure.

Zenodo (CERN European Organization for Nuclear Research)
Economic Policies and Impacts
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