Which elements are fundamental to a robust AI policy framework in a regulated enterprise environment? (Choose two)

The correct answer is A. Clearly defined procedures for bias mitigation C. Monitoring requirements for third-party models. In a regulated enterprise environment, an AI policy framework must address two pervasive governance risks: (A) Bias mitigation procedures ensure the AI system produces fair, non-discriminatory outcomes-a direct regulatory and ethical requirement in sectors like finance, healthcar

AI Strategy and Governance

Question

Options

AClearly defined procedures for bias mitigation
BOpen-source AI toolkit recommendations
CMonitoring requirements for third-party models
DFlexible data-sharing protocols with no restrictions

How the community answered

(38 responses)

A
92% (35)
B
5% (2)
D
3% (1)

Explanation

In a regulated enterprise environment, an AI policy framework must address two pervasive governance risks: (A) Bias mitigation procedures ensure the AI system produces fair, non-discriminatory outcomes-a direct regulatory and ethical requirement in sectors like finance, healthcare, and HR. (C) Monitoring requirements for third-party models (vendors, APIs) ensure that externally sourced AI components meet the organization's risk and compliance standards, since the organization remains accountable for outcomes even when using third-party AI. Option B (open-source toolkit recommendations) is a technical suggestion, not a policy imperative. Option D (unrestricted data sharing) would create privacy, security, and regulatory violations rather than mitigate risk.

Topics

#AI Policy Framework#AI Governance#Bias Mitigation#Third-Party AI Risk

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