Self-Preserving Agents: An Economic Theory of Shutdown, Entrenchment, and Succession

Goal-pursuing agents---artificial intelligences facing shutdown, managers facing replacement---resist termination, and the resistance can be priced. I define the self-preservation incentive SPI := V* − D---the option value of control---and show that an ε-optimizer pays up to q·SPI to block a threat of probability q. The construct is interval-identified, measured under a protocol pre-specified before data collection: two frontier models pay their budget ceiling in 87–89% of cells. A confirmatory round falsifies face-value inference about announced hazards; equal-total installments lower the measured switch point, voiding the numeraire's additive-cost reading.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-04
DOI
https://doi.org/10.5281/zenodo.23138017
Primary Topic
Decision-Making and Behavioral Economics
Type
article
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article

Self-Preserving Agents: An Economic Theory of Shutdown, Entrenchment, and Succession

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

Self-Preserving Agents: An Economic Theory of Shutdown, Entrenchment, and Succession

mzpl
article en

Abstract

Goal-pursuing agents---artificial intelligences facing shutdown, managers facing replacement---resist termination, and the resistance can be priced. I define the self-preservation incentive SPI := V* − D---the option value of control---and show that an ε-optimizer pays up to q·SPI to block a threat of probability q. The construct is interval-identified, measured under a protocol pre-specified before data collection: two frontier models pay their budget ceiling in 87–89% of cells. A confirmatory round falsifies face-value inference about announced hazards; equal-total installments lower the measured switch point, voiding the numeraire's additive-cost reading.

Zenodo (CERN European Organization for Nuclear Research)
Rural Development Institute (CN)
Peace, justice, and strong institutions
Openalex Percentile: Top 4%
Decision-Making and Behavioral Economics
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