AI Development Best Practices: Start with the Problem
Don’t Start with AI. Start with the Problem. The most common AI project failure mode: “We should use AI for …
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Query Expansion and Rewriting: Improving RAG Retrieval Quality
The Query Mismatch Problem Your RAG system has perfect documents. Your embeddings are state-of-the-art. Your vector …
Query Expansion & Rewriting for RAG: Improving Retrieval Accuracy
Why Your RAG System Misses Relevant Documents (And How Query Expansion Fixes It) A user asks your RAG system: “How …
The Age of the Dumb Terminal Is Back (and That’s a Good Thing)
Written by Leo M. We used to joke about “dumb terminals.” One big machine in a cold room did the real work, and everyone …
AI for Telecommunications: Network Intelligence, Secured
AI for the Network Telecommunications companies run the infrastructure that connects everything else. Networks spanning …
Innovation dies behind bad terminals and worse VPNs.
Written by Leo M. Sometimes your developers need to work right next to the data. Same VPC, same subnet, same heartbeat …