Curiosity-driven research has long sparked technological transformations. A century ago, curiosity about atoms led to quantum mechanics, and eventually the transistor at the heart of modern computing.

Now, AI is rebuilding what was torn down, and it’s not building the same thing. To navigate the dust and noise of this ...