The Cognitive Singularity Theory (CST) - A Proposed Measurement Framework for Recursive Cognitive Transitions

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Authors: Saud Rifat
Cited by: 0

Abstract

Cognitive Singularity Theory (CST) proposes an operational framework for detecting and managing regime transitions in self-modifying AI systems. This preprint introduces the Cognitive Autonomy Index (CAI) as a monitoring signal built from measurable proxy indicators of calibration stability, belief revision dynamics, and meta-level self-evaluation. CST defines a practical threshold condition (T_CST) and a fail-closed gating protocol ("Hard Gate") designed to reduce Goodharting, sandbagging, and proxy inflation during self-reflection or capability escalation. It also provides a proxy map and an implementation-style monitoring loop to support reproducible use. The paper emphasizes externalized monitoring assumptions, clear scope boundaries (this is not a claim of consciousness or sentience), and testable probe designs that can be implemented using behavior- and log-based measurements.

Fields of Study & Subjects

Human-Automation Interaction and Safety Embodied and Extended Cognition Behavioral Health and Interventions

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
1 January 2026
Language
EN
Document type
Preprint