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AI-ready questions test whether you can reason about LLMs and AI systems as engineering material — limits, costs, evaluation, failure modes — not just hype.

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AI-ready · Tool Usage

Describe how you’d bring a generative or procedural AI tool into level design — say, for populating a large open world with encounters or terrain variation — while making sure the result still plays the way you intend.

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I use procedural and AI-assisted generation for quantity and variety fast — terrain scatter, encounter placement candidates, loot table permutations — then treat every output as a first draft, never a final layout.

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