Meltdown

This essay explores the concept of "Regulative AI": artificial intelligence systems designed to monitor, validate, align, or constrain other systems – especially generative ones – in order to enforce rules, constraints, or norms through feedback and oversight. Regulative AI is not opposed to generative AI; instead, it makes generative systems viable through the intelligent application of steering, brakes, filters, and correctives that keep them from self-destructing. With generative AI triggering a runaway chain reaction, regulative AI provides the necessary structure for channeling those outputs toward purpose.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-22
DOI
https://doi.org/10.5281/zenodo.17180090
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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Meltdown

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Meltdown

article en

Abstract

This essay explores the concept of "Regulative AI": artificial intelligence systems designed to monitor, validate, align, or constrain other systems – especially generative ones – in order to enforce rules, constraints, or norms through feedback and oversight. Regulative AI is not opposed to generative AI; instead, it makes generative systems viable through the intelligent application of steering, brakes, filters, and correctives that keep them from self-destructing. With generative AI triggering a runaway chain reaction, regulative AI provides the necessary structure for channeling those outputs toward purpose.

Zenodo (CERN European Organization for Nuclear Research)
John Brown University (US)
Openalex Percentile: Top 31%
Geochemistry and Geologic Mapping
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Meltdown · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS