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Posts tagged AI
3 posts tagged "AI".
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AI · 9/23/2026
The Schema Drift Crisis: Why RAG-to-SQL Fails Without a DBA-Curated Semantic Layer
LLMs cannot infer business logic from raw DDL alone. To stop AI agents from hallucinating wrong joins, DBAs must pivot from query tuning to building machine-readable semantic catalogs.
AI · 9/2/2026
The SLM Edge: Why DBAs Should Host Phi-4 Locally on SQL Server 2025
Stop leaking your schema to public APIs for routine data tasks; SQL Server 2025 and local Small Language Models are the only sane path for production security and cost control.
AI · 8/19/2026
The Hidden Tax of Vector Data: Why Your Database Storage and Memory Bills Are About to Triple
Adding a vector column isn't just a schema change; it's a massive shift in IOPS and memory pressure that can cripple production workloads. Learn why HNSW indexing is the most expensive technical debt you will take on this year.