<ul data-eligibleForWebStory="true"><li>Product management in the AI era requires a shift from output to outcome focus, tying launches to clear business or user impact.</li><li>PMs need to master data and AI fluency, understanding concepts like data pipelines, sampling bias, and model performance metrics.</li><li>Designing for the model involves treating the AI system like a teammate, planning features to improve model feedback and accuracy.</li><li>Championing responsible AI involves incorporating fairness, transparency, and trust into roadmaps through audits, calibration checks, and transparent UX cues.</li></ul>

Part 1: The New Age of Product Management: Fundamental Shifts in the AI Era

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