AI Proof of Concept to Production: What Demos Skip

Описание и применение

<p>A good AI demo takes an afternoon. A model reads a document, produces a summary, and everyone in the room is impressed. Then the project stalls for months, because the demo worked on five hand-picked examples and nobody knows what it does on the five-thousandth real one.</p> <p>The gap between proof of concept and production is not mainly about choosing a better model. It is ordinary engineering that demos skip: knowing whether the output is right, making it fit your software, controlling what it can do, knowing what it costs, and rolling it out so a bad day does not reach every customer. T

Задача

<p>A good AI demo takes an afternoon. A model reads a document, produces a summary, and everyone in the room is impressed. Then the project stalls for months, because the demo worked on five hand-picked examples and nobody knows what it does on the five-thousandth real one.</p> <p>The gap between proof of concept and production is not mainly about choosing a better model. It is ordinary engineering that demos skip: knowing whether the output is right, making it fit your software, controlling what it can do, knowing what it costs, and rolling it out so a bad day does not reach every customer. T

Результат

<p>A good AI demo takes an afternoon. A model reads a document, produces a summary, and everyone in the room is impressed. Then the project stalls for months, because the demo worked on five hand-picked examples and nobody knows what it does on the five-thousandth real one.</p> <p>The gap between proof of concept and production is not mainly about choosing a better model. It is ordinary engineering that demos skip: knowing whether the output is right, making it fit your software, controlling what it can do, knowing what it costs, and rolling it out so a bad day does not reach every customer. T

Доказательства

AI Proof of Concept to Production: What Demos Skip

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