CSET：2026 AI指导原则的落地实施：化高层目标为具体实践参考指南（英文版）（189页）.pdf

1、Policy BriefOperationalizing AI GuidanceA Reference Guide for Translating High-Level Goals into Practical ImplementationAuthorsKyle CrichtonAbhiram ReddyJessica JiApril 2026 Center for Security and Emerging Technology|1 Executive Summary Organizations continue to struggle with successfully integrati

2、ng artificial intelligence into their operations,leading to cases where the technology fails to support,or even undermines,the organizations mission.Researchers in academia,industry,and civil society have done tremendous work in developing techniques that can assist practitioners in their adoption o

3、f AI technology.Yet these contributions can easily be lost in the sea of collective AI efforts.While recent work to synthesize this research in key areas has begun,there remains no comprehensive guide to help practitioners navigate the maze of information.To address this gap,CSET researchers have co

4、llated over 1,200 resources from the breadth of academic papers,industry reports,and grey literature with the aim of making AI safety,security,and governance practices more accessible and easier to integrate into an organizations existing processes.Building on CSETs harmonized AI framework,this repo

5、rt collates actionable guidance from these resources into an easy-to-navigate format and connects the information back to core recommended practices,establishing a critical link between high-level principles and practical implementation details.This report aims to answer the core questions that prac

6、titioners need to ask to successfully operationalize AI best practices.What:We identify the key techniques,tools,and practices that organizations should implement in adopting AI systems based on an extensive review of government guidelines,industry reports,academic papers,and the broader set of grey