Doom or Bloom
質問1
AIは私たちの未来にとって何を意味すると思いますか？また、なぜそう思いますか？
First, “AI” is far too vague. Are we talking about a medical-imaging system, a language tool for a resource-constrained community, a chatbot, or a weapons system? These have different purposes, failures, and power structures. Calling all of them AI lets companies use success in one area to justify deploying something entirely different.
The future currently being sold to us—one giant, general-purpose model controlled by a few corporations—is neither inevitable nor good engineering. If a system’s purpose is effectively everything, how can anyone specify what success means, document its limitations, or assure its safety? Bigger models can introduce new failures even in tasks where smaller, carefully designed systems already work. And the AGI story distracts from decisions being made now: whose data is taken, who performs the labor, who bears environmental costs, and who gets to decide how these systems are used.
But I do not think corporate scale exhausts our imagination. We can start with specific needs, invest in smaller tools, and federate community-rooted organizations that share infrastructure while retaining local knowledge and control. Useful machine learning can support local languages, document inequality, or address a clearly defined problem. The central question is not whether “AI” determines our future. It is who builds what, for whom, under whose authority, and with what accountability.
