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When it comes to AI, bigger isn’t always better
Enterprise AI tends to default to large language models (LLMs), overlooking small language models (SLMs). But bigger isn’t always better. Often, a smaller, more specialized model can do the work faster and more efficiently. What complicates things is that neither an...
The hidden threat to AI performance
Most of us involved with AI are aware (or are quickly becoming aware) that memory bandwidth isn’t keeping pace with advancements in processing power. This imbalance creates a frustrating situation where GPUs are often underutilized, wasting compute power just as AI...
Making good choices: How to get the best from Python tools
The way to get the best from Python, aka “the lingua franca of AI,” is by knowing both its traps and its treasures. One such treasure is using uv run as a magic launcher; another is a chatbot library that spares you the pain of writing SQL for data queries. Get these...