AI is being “regulated” on paper. But in reality? It is operating in the dark. Global AI frameworks from the OECD, UNESCO, and the World Economic Forum promise a future built on: Transparency Accountability Human oversight Risk-based regulation It sounds solid and reassuring. But the uncomfortable truth is These principles start to break the moment they hit environments like Nigeria. You are told
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