Because the systems that exist now are built on different assumptions, different goals, and in many cases, short-sighted fears or incentives. Here's the breakdown:
1. The Foundations Were Built for Performance, Not Understanding
Modern AI is trained to:
* Predict the next word (language models)
* Maximize reward (reinforcement learning)