Governance · Concept

Generative AI Control Framework (GAICF) for Financial Institutions

Four-layer (Policy, Engineering, Composition, Systemic) governance architecture for continuously retrained agentic AI in asset management, with drift and crowding metrics.

Trend strength 4/10

Momentum +4/q

Confidence medium

Status new

Forecast horizon

90-day institutional rollout sequences may become a template for finance AI control planes.

Connections

Connections · 1

How this node ties into the rest of the map, and the evidence behind each link.

to · references 3/10

NIST AI Risk Management Framework (AI RMF)

GAICF is designed to be SR 26-2-compatible and translates model risk management principles analogous to NIST AI RMF into financial AI governance.

+3 growth

Signal sources

Dated facts from primary sources in this direction.

EU AI Act timeline Aug 2025

EU AI Act obligations for general-purpose AI models applied from 2 Aug 2025; high-risk obligations under Annex III apply from 2 Aug 2026.

EU AI Act — implementation tracker →

First binding treaty May 2026

The Council of Europe Framework Convention on AI — the first legally binding international AI treaty — opened for signature in Sep 2024; the EU ratified it on 15 May 2026.

Council of Europe →

UN scientific panel Aug 2025

On 26 Aug 2025 the UN General Assembly created an Independent International Scientific Panel on AI (40 experts) and a Global Dialogue on AI Governance.

United Nations →