What's the best way to present a product?
I’m really tired of 'black box' predictive models where you just get a result with zero explanation. It feels like we’re just supposed to trust the AI blindly. Is there any movement in the industry towards 'explainable' forecasting? I’m looking for some reading on why transparency in the logic of these products is becoming a requirement for modern startups. How do these companies balance keeping their proprietary tech secret while being open enough to satisfy a skeptical, tech-savvy audience?
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You've hit on the central tension of modern data products. A very relevant analysis can be found at https://startuprise.org/why-transparency-matters-more-than-hype-in-prediction-based-products/ where they discuss why the 'trust me' approach is failing. The article suggests that while you don't have to give away your source code, you must be transparent about the performance metrics and the data inputs. Users want to know the 'track record' of the logic, even if they don't see the exact formula. Providing that level of transparency is what separates the sustainable brands from the ones that rely on temporary hype.