人工智能艺术家
在泰米尔语中，有一句随意的说法“nee kodu potta avan rodu poduvan”。意思是你划出一条线，他就会铺出一条路。这句话主要用来形容那些非常有能力的人，他们能够扩展、探索并取得成功，只要你能给他们指明方向。
我觉得人工智能在某种程度上也有类似的特性。你可以让它扩展你的思维和想法，但你需要清楚你所划的线。如果你的线不清晰，人工智能也会将其扩展成一条通向无处的六车道高速公路。因为听起来很不错，你可能会在宽阔的高速公路上驰骋，却又无处归属。然后你必须能够指出并说“dei road anga illa”（兄弟，那儿没有路）。
这就是一种新技能。你需要在正确的位置划出线条，构建出清晰识别问题的形状，明确边界条件、约束条件以及值得追求的结果，这样你就能看到人工智能将其放大成一条美丽的道路，周围有房屋。
我认为这个技能并没有在任何地方教授。我看到周围有很多术语，但这更像是一个艺术家坐在画布前，用画笔划线。这不再仅仅是编程，而是关于数据及其形状的更多内容。还有很多关于理解问题的知识，你对问题了解得越深入，就越能准确地划出那些线条，让人工智能看到并扩展你试图描绘的世界。
查看原文
In Tamil, there is a casual saying 'nee kodu potta avan rodu poduvan'. The meaning is you draw a line and he will make the road. Mainly used to talk about someone who is very capable, someone who can expand and explore and make it big if only you can show him the direction.
I feel AI is somewhat like that. You can make it expand your thoughts and ideas. But you need to know the line you are drawing.
If your line is not clear, then AI will expand that as well into a six-lane highway leading to nowhere. Because it sounds so good, you will be riding on great highways and not belong anywhere. Then you have to be able to point out and say 'dei road anga illa' (bro, there is no road there).
This is the new skill. Your ability to draw lines in the right place, to build the right shape that identifies a problem clearly, the boundary conditions, the constraints, the outcome worth pursuing and you can see AI amplify it into a nice road with houses around.
I don't think this is taught anywhere. I see many jargons all around, but it looks more like an artist sitting with his brush and canvas and drawing lines. It is no longer about programming. A lot about data and their shapes. And a lot about knowing the problem, the deeper you know, the better you can draw those lines and make AI see and expand the world you are trying to draw.