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Why Evaluating AI Health Interventions Is Broken (And What to Do About It)

Resource Type,

Topic Area,

Year,

2026,

Blog Post / Web Article,

Operational Considerations,

Evaluation and Accountability

Critical look at why evaluating AI health interventions is often inadequate and what better evaluation frameworks should require.

Using AI To Improve Public Health Efficiency and Response Readiness

Resource Type,

Topic Area,

Year,

2025,

Journal Article,

Operational Considerations,

Leadership and Workforce

CDC success story: using AI to improve public health efficiency and outbreak response readiness through data modernization.

The New York City Artificial Intelligence Action Plan

Resource Type,

Topic Area,

Year,

2023,

Journal Article,

Operational Considerations,

Leadership and Workforce

New York City AI Action Plan: strategy for responsible AI use in city government, services, and public engagement.

AI Prompt Design for Public Health: Using Generative AI Responsibly

Resource Type,

Topic Area,

Year,

Research Report / White Paper,

Applications and Use Cases,

Public Health,

Ethical Considerations,

Equity and Bias,

Operational Considerations,

Leadership and Workforce,

2025

PAHO guide on designing AI prompts for public health: covers objectives, audience, tone, format, and treating prompts as living protocols.

AI Will Reshape More Jobs Than It Replaces

Resource Type,

Topic Area,

Year,

2026,

Research Report / White Paper,

Operational Considerations,

Leadership and Workforce

BCG analysis of 165M U.S. jobs: 50–55% reshaped (not replaced) by AI in 2–3 years; only 10–15% at risk of elimination. Six-category framework.

Considerations for Generative AI in Public Health

Resource Type,

Topic Area,

Year,

Website,

2026,

Applications and Use Cases,

Public Health,

Operational Considerations,

Leadership and Workforce,

Ethical Considerations,

Privacy and Security,

Policy Considerations,

Agency,

Evaluation and Accountability

CDC guide for STLT public health agencies on adopting generative AI tools: governance, risk management, and responsible use practices.

Evolving Role of the State CIO as Change Leader

Resource Type,

Topic Area,

Year,

2026,

Research Report / White Paper,

Operational Considerations,

Policy Considerations,

Agency,

Data Governance,

Leadership and Workforce

NASCIO report on the evolving role of state CIOs as change leaders navigating AI adoption, modernization, and workforce shifts.