“You are no longer shipping deterministic logic. You are shipping a probabilistic simulation of intelligence. Your job is not to guarantee the output; your job is to manage the risk of the output being wrong.”
Modern AI handbooks devote significant space to "Responsible AI." This isn't just philosophy; it is product risk management. ai product manager's handbook pdf
Then you get assigned to an AI product. Suddenly, your Jira tickets look useless. Your roadmap has “uncertainty” baked into it. And your stakeholders keep asking, “Why did the model do that?” “You are no longer shipping deterministic logic
A good AI PM handbook breaks down the technology stack not by code, but by data flow: but by data flow: