Human in the Loop - The Three‑Layer Model Shaping Responsible AI in Financial Services

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Authors: Aggarwal Neeraj
Cited by: 0

Abstract

As financial institutions accelerate their adoption of artificial intelligence, one principle is emerging as non‑negotiable: Human‑in‑the‑Loop (HITL). Far from being a simple quality‑check mechanism, HITL has become a foundational governance architecture that ensures AI systems remain safe, compliant, and aligned with regulatory expectations.In a sector where decisions impact customer trust, financial stability, and regulatory scrutiny, HITL is the bridge between automation and accountability.

Fields of Study & Subjects

Ethics and Social Impacts of AI Explainable Artificial Intelligence (XAI) Artificial Intelligence Applications

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
10 January 2026