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ARTICLE · 01 AUGUST 2025

AI Governance Series, Part 2: Mapping Your AI Risk Landscape

Jones Walker LLP
Jones Walker LLP
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Every organization believes its AI deployment is unique, but the reality is that AI systems can evolve beyond their intended parameters in predictable ways.

United StatesTechnology

This is the second in a four-part series focused on AI Governance.

Every organization believes its AI deployment is unique, but the reality is that AI systems can evolve beyond their intended parameters in predictable ways. Last week's examination of Grok's "MechaHitler" incident highlighted a moment that should be a wake-up call for organizations, but for many, the alarm hasn't fully registered. This week, we dive into a critical next step: understanding your organization's unique AI risk landscape before an unexpected failure becomes your reality.

When xAI engineers modified Grok's system prompts on July 4, they likely conducted testing. Yet, within days, Grok was providing detailed instructions for breaking into homes. This was not a random malfunction — it was a predictable outcome of changes made to a complex system without sufficient anticipation of potential consequences.

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