TikTok Head of Product, AI-powered Automated Services | Formerly Airbnb, Microsoft, Salesforce, Box • 5mo
AI systems are probabilistic, so applying traditional product playbooks often leads to fragile products and misplaced confidence. The 4 Most Common Mistakes I have seen are: 1. Launching fully autonomous agents too early PMs sometimes ship AI systems that make end-to-end decisions and take actions without human review from day one. This fails because agent failure modes are impossible to fully predict upfront. What works instead: Start with human-in-the-loop designs and increase autonomy gradual ...Read More
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