Tag: LLM
All the articles with the tag "LLM".
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AI harness vs. IPL harness: why your LLM needs a championship dugout
Updated:Signing for a faster model without the rest of the system is like signing a star player and playing without fielders or DRS. A breakdown of the six layers every production AI agent needs.
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RAG Is Not Just Chunking → Embedding → Retrieval → Generation
Updated:RAG is more than chunking, embedding, retrieval, and generation. See the steps in between: parsing, reranking, and relevance checks, and where each one fails.
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Wait, how many P's are in "strawperry"?
Updated:Why AI gets letter counts wrong and what it tells us about artificial vs human brains.
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Agentic Chunking - Why Your RAG Pipeline Is Quietly Failing (And How to Fix It)
Bad chunks lose answers. This post covers why agentic chunking outperforms traditional methods, and a simple corn test that shows it.