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Designing LLM Pipelines for Clinical Data: A Pattern for ALCOA++ and 21 CFR Part 11 Compliance
Most teams shipping LLM features into clinical-data workflows discover the same problem on the same timeline. The first prototype is fast and convincing — a model reads a messy clinical note and produ...
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NPG: New Random Generator, 3x Faster & Stronger than PCG64
The NumPy library in Python, and many other systems, relied on the Mersenne Twister PRNG (pseudo-random number generator) for a long time. It was slow and did not mimic randomness well enough, failing...
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I Ran a 637MB LLM on My Base MacBook Air, and Now I’m Questioning Everything
A weekend experiment turned into a small revelation about where AI is actually heading. No GPU. No cloud. No API key. Just a tiny model and a laptop fan that didn’t even spin up. I wasn’t expecting m...
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