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[00:00] Challenges in Evaluating AI Agents
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Classroom Contents
Why Simulations Are The Missing Piece In AI Testing
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- 1 [00:00] Challenges in Evaluating AI Agents
- 2 [04:57] Synthetic Data: Benefits and Challenges
- 3 [08:41] Simulation vs Evaluation with LLMs
- 4 [11:47] Red Teaming for System Testing
- 5 [16:26] Voice Agents and Text Core
- 6 [19:41] Automating Insight Discovery at Scale
- 7 [25:12] Guardrails and AI Simulations
- 8 [28:39] Training Models in Simulated Environments
- 9 [30:06] Snow Globe: Chat Simulation Tool
- 10 [34:05] AI Testing and Performance Criteria
- 11 [39:23] AI Agents and Self-Driving Inspiration
- 12 [41:36] Ensuring Graceful Self-Driving Failures
- 13 [43:52] AI Testing: Risks and Engagement
- 14 [47:00] Tool Configuration Testing Scenarios
