How to Frame an AI Problem?

FAQs for AI Zero → One (Episode #1)

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Do you have a billion-dollar idea that you can solve using AI? If yes, you’re in the right place. Unraveling AI Entrepreneurs is a series for engineers and product managers, originally designed internally for Unravel Data, with the goal of going end to end from an AI-based idea, towards developing a product and then launching it and working with real customers.

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So, let’s get started. The absolute starting point here, which is our very first episode, is Framing the AI Problem. If you don’t know what you’re solving, for whom you’re solving, and how it will be used, you are really betting on, you know, what’s referred to as, if you build it, they will come. With the proper framing of the problem, you can really focus on real needs, map AI for the right problems, and really change this philosophy too, if they will come, you will build it.

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So, how do you frame an AI problem? In my mind, there are three parts to it. The first, understanding the needs of the user. Second, deep understanding and awareness of the journey map. How is this going to be used by the user in whatever tasks they’re…