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You Built a Pipeline and Called It a Decision Layer — And It’s Quietly Costing You

 Towards AI

Why most “decision layer” diagrams in AI systems are actually pipelines, and why that confusion produces audit trails nobody can read Pipeline and Layer are orthogonal axes: the same processing stage...

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We Tested 25 Local LLMs for Medical Use. Here’s What Shipped.

 Towards AI

Vitaly Gariev / Unsplash Over the past year we’ve been building a medical AI assistant that turns doctor-patient audio into SOAP notes, ICD-10-GM codes, and billing entries at Meda AI. The common ques...

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A Quick Way to Make Any Chart More Effective in Python: The Data-Ink Ratio

 Python in Plain English

People tend to talk about charts like they’re either good or bad. This one’s nice, that one’s ugly, this one’s clean, that one’s a mess. But that framing misses the point. A chart isn’t really good or...

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