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February 11, 2026Open Access

Platform Divergence and Decision-Stage Instability in Tier 1 Banking

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AJAIVO Journal

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Overview

Controlled testing examines decision-stage recommendations in AI systems across Tier 1 banking, indicating variability and structured behavior.

Key Points

  • The research aims to explore how different AI systems yield varied decision recommendations within Tier 1 banking institutions.
  • Conducted controlled cross-model testing across Tier 1 banking institutions
  • Used identical comparative prompts for AI decision-making systems
  • Analyzed responses for convergence and oscillation patterns
  • Documented structural behavior and variability across repeated runs
  • Observed deterministic convergence in some AI systems
  • Noted recommendation hardening in other systems
  • Identified winner oscillation in at least one AI system
  • Detected platform-dependent divergence and instability in decision outputs

Cite This Study

AIVO Journal (2026) studied this question.

synapsesocial.com/papers/698c1c65267fb587c655ed11https://doi.org/10.5281/zenodo.18532475
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