Designing for Probabilistic Outputs: UX Patterns When AI Responses Aren’t Deterministic
Traditional UX assumes deterministic software. AI breaks that contract. Here are six design patterns for building interfaces where outputs are probabilistic —…
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Traditional UX assumes deterministic software. AI breaks that contract. Here are six design patterns for building interfaces where outputs are probabilistic —…
I'm building a product with four collaborating AI agents on LangGraph. Nobody has published design patterns for this. Here's what I've learned…
AI Product Design doesn't exist as a discipline yet — no textbook, no pattern library, no university course. Here's why it's different…
You can't wait for perfect models. Here's how to design AI products where hallucinations don't destroy trust — using visual differentiation, source…