<ul><li>Testing GenAI products with precision, speed, and confidence is the new frontier for product managers.</li><li>Smart teams validate AI features by testing variations of prompts, tracking live user queries and feedback, and monitoring metrics like hallucination rate and feedback quality score.</li><li>The new product testing playbook for AI-native builders includes implementing a real-time user feedback loop, version control on prompts, and building safeguards for hallucinations, bias, and misuse.</li><li>Ensuring data privacy and setting ethical guardrails are crucial aspects in testing and deploying AI features in fast-moving teams.</li></ul>

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