Category: Uncategorized
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Do FDA and EU Regulators Allow AI in Pharma Manufacturing?
Yes, with conditions. Draft Annex 22, FDA guidance, the first AI-focused warning letter, and the Jan 2026 FDA–EMA principles mapped in plain words. Read on.
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Will AI Replace Pharma Jobs? What Actually Changes for Operators, Analysts, and QA
AI reshapes pharma work it can’t hold GMP accountability. A 10-year QA practitioner maps what stays, shifts, and grows for operators, QC, and QA.
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AI vs Machine Learning vs Generative AI: What Each Term Means at a Pharma Plant
Every vendor deck says “Al.” At a pharma plant, machine learning, predicts batch trends; generative Al drafts text a human signs. Sort the three terms in one read.
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Why your RAG accuracy plateaus at 70% — and the four-tier retrieval architecture that breaks past it
The default vector-search-plus-LLM design is a great prototype and a poor production system. After shipping production RAG across legal, healthcare, and financial-services corpora, the pattern that consistently clears 90%+ answer accuracy at sub-second latency is not a bigger model — it is four retrieval tiers working together.