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Most AI Pilots Fail to Scale. MIT Sloan Teaches You Why — and How to Fix It
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This video demonstration explores how to build, evaluate, and monitor autonomous AI agents using Weights & Biases Weave. Learn the fundamentals of AI agents, see them in action, and understand agentic workflows. Discover how Weave provides essential observability tools for tracking agent behavior and decision-making processes. Follow the complete agent development workflow from prototyping to production deployment, with special focus on evaluation techniques and built-in verification agents. The 13-minute tutorial covers practical approaches to rapidly iterate and optimize agents, compare evaluation results, and gain the confidence needed to deploy AI agents in production environments.
Syllabus
0:00 Defining AI agents
1:20 An AI agent in action
2:22 Examining an agentic workflow
3:15 AI agent observability with Weave
5:37 Productionizing AI agents using Weave
7:29 The agent development workflow
7:54 Prototyping AI agents
9:22 Evaluating AI agents
10:48 Comparing AI agent evaluation results using Weave
11:15 The benefits of built-in verification agents
12:21 Conclusion and invitation to try W&B Weave
Taught by
Weights & Biases