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AI Engineering: Ask Us Anything About Building AI Better
Manage episode 302953297 series 1264075
Self-driving cars are being tested in our cities, bespoke movie and product recommendations populate our apps, and we can count on our phones to route us around highway traffic... Why, then, do most AI deployments fail? What is needed to create, deploy, and maintain AI systems we can trust to meet our mission needs, particularly for defense and national security? The SEI recently launched an AI Division to ensure that our researchers are working to address these hard questions. In this question and answer session, Dr. Rachel Dzombak and Dr. Matt Gaston share their points of view on what AI engineering is today and where the field is going. Learn about building AI better with the nascent discipline of AI Engineering and how the SEI plans to leverage the new AI Division to advance human-centered, robust and secure, and scalable AI systems.
What attendees will learn:
• How to find AI Engineering lessons in your own AI practices
• What’s needed to build an AI Engineering mindset on your team
• Leading AI Engineering practices
• How to engage with a national initiative dedicated to advancing the discipline of AI Engineering
• How the SEI is growing our portfolio of work in the AI Division
165 قسمت
Manage episode 302953297 series 1264075
Self-driving cars are being tested in our cities, bespoke movie and product recommendations populate our apps, and we can count on our phones to route us around highway traffic... Why, then, do most AI deployments fail? What is needed to create, deploy, and maintain AI systems we can trust to meet our mission needs, particularly for defense and national security? The SEI recently launched an AI Division to ensure that our researchers are working to address these hard questions. In this question and answer session, Dr. Rachel Dzombak and Dr. Matt Gaston share their points of view on what AI engineering is today and where the field is going. Learn about building AI better with the nascent discipline of AI Engineering and how the SEI plans to leverage the new AI Division to advance human-centered, robust and secure, and scalable AI systems.
What attendees will learn:
• How to find AI Engineering lessons in your own AI practices
• What’s needed to build an AI Engineering mindset on your team
• Leading AI Engineering practices
• How to engage with a national initiative dedicated to advancing the discipline of AI Engineering
• How the SEI is growing our portfolio of work in the AI Division
165 قسمت
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1 A New Performance Zone for Software for National Security 1:02:23









1 Independent Verification and Validation for Agile Projects 1:02:23

1 Generative AI and Software Engineering Education 1:02:05


1 Using a Scenario to Reason About Implementing a Zero Trust Strategy 1:02:22


1 The Future of Software Engineering and Acquisition with Generative AI 1:32:10


1 Ask Us Anything: Generative AI Edition 1:30:37

1 Evaluating Trustworthiness of AI Systems 1:02:08

1 Leveraging Software Bill of Materials Practices for Risk Reduction 1:02:03



1 Top 5 Challenges to Overcome on Your DevSecOps Journey 1:00:36

1 Improving Analytics Using Enriched Network Flow Data 1:02:25

1 How Can Data Science Solve Cybersecurity Challenges? 1:00:01

1 AI Next Generation Architecture 1:01:44

1 Addressing Supply Chain Risk and Resilience for Software-Reliant Systems 1:01:31


1 Finding Your Way with Software Engineering Buzzwords 1:01:38




1 Exploring an AI Engineering Body of Knowledge 1:02:21

1 What are Deepfakes, and How Can We Detect Them? 1:00:00

1 Adapting Agile and DevSecOps to Improve Non-Software Development Teams 1:03:07


1 Ask Us Anything: Zero Trust Edition 1:02:27


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