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When SHAP and LIME Fail: Lessons from Predicting Quality in the Automotive Industry
You built a model for predicting material and composition defects in automobile parts. You run SHAP, LIME, and built-in feature importance, three methods, three different stories. But then you realize...
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From Napkin Sketch to Roadmap: 10x Your Product Workflow
A five-phase, evidence-backed process to turn rough ideas into clear PRDs and Jira-ready epics — without endless review loops Continue reading on Towards AI
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JavaScript Developers Will Be Playing With Fire In 2028 — Here is the Substantiation.
AI is changing how software is built. The real risk isn’t JavaScript dying — it’s developers who never evolved beyond writing it. Continue reading on Towards AI
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