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#ai fundamentals — Onur Vault — Product, Game & AI Notes

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#ai fundamentals

A figure steers a ship's wheel confidently forward while a compass beside them shows its needle quietly drifting off course.

AI/ML Fundamentals: The Concepts Every PM Needs to Know

Four panel strip: a figure imagines an app, writes it down, hands it to two robots, and receives a reading list

The AI PM Skill Inventory: What Transfers, What Breaks, What You Don't Have

Hero image, top of article. Two printed job descriptions side by side, hand marked up: one headed 'Product Manager', one headed 'AI Product Manager'. Highlighter shows most bullet lines are identical and only two or three differ; a handwritten margin note sits on the AI one. Must read at a glance as: mostly the same document, small deliberate difference. Landscape, must survive being cropped to a card thumbnail.

AI PM vs Classic PM: The Three Artifacts That Break

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