Unlocking the Power of Trustworthy AI and ML: Scaling Best Practices for AI Success – A Gateway to AI Source Hub´s Cutting-Edge Marketing Services
Title: Unlocking the Power of AI: Insights from AI World Government Event
Introduction:
The recent AI World Government event provided a platform for the US Department of Energy (DOE) and the US General Services Administration (GSA) to share their strategies and best practices for implementing AI at scale. This article summarizes the key takeaways from two sessions at the event and highlights the efforts of Pamela Isom, Director of the AI and Technology Office at DOE, and Anil Chaudhry, Director of Federal AI Implementations for the AI Center of Excellence (CoE) at GSA.
Advancing Trustworthy AI and ML Techniques for Mitigating Agency Risks:
Pamela Isom, Director of the AI and Technology Office at DOE, emphasized the need for a strategic portfolio approach to AI projects. She highlighted the disruptive power of AI, its ability to surpass human capability, and the necessity to monitor the output of AI models even after deployment. To ensure precision, trustworthiness, and accuracy, Isom discussed the importance of addressing biases and continuously evaluating the effectiveness of AI systems. She also referenced Executive Order 14028 and Executive Order 13960 as valuable guides for managing AI risk in government agencies and shared her AI Risk Management Playbook, a comprehensive resource that provides guidance on system features, mitigation techniques, and ethical considerations through different stages of the AI lifecycle.
Best Practices for Implementing AI at Scale:
Anil Chaudhry, Director of Federal AI Implementations for the AI CoE at GSA, highlighted the importance of partnering with industry subject matter experts to solve problems rather than reinventing existing solutions. He recommended that agencies vet their commercial experience with large datasets encountered in government, ensuring industry partners have strategies for macro and micro trend analysis. Chaudhry also emphasized the significance of AI talent and the need to train and grow the workforce to leverage AI tools effectively. He stressed the importance of access to financial and logistical capital for successful AI implementation.
Conclusion:
The AI World Government event provided valuable insights into advancing trustworthy AI and implementing AI projects at scale. By incorporating these insights and best practices, organizations can unlock the power of AI to improve their operations and stay ahead in the competitive digital landscape.
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