Artificial Intelligence is everywhere. But meaningful results are not. We reached a point where access is no longer the problem. Tools are abundant. Content is abundant. “AI-powered” workflows are everywhere. Even so, most professionals are still thinking and operating at the same level as before. Something is off. The issue is not the technology itself. It is how it is being used. Right now, most
When you have 5 unrelated questions, should you pack them into one message to the LLM, or send 5 requests simultaneously? Which is faster? Splitting into multiple independent parallel requests is almost always faster. This isn't a gut feeling — it's determined by the underlying inference mechanism of LLMs. Let's walk through the reasoning from first principles. To understand this problem, you firs