AI companies are pivoting from creating gods to building products. Good.

In this article:

• AI companies are shifting from creating large models to developing practical products, facing five key challenges:

  1. Cost: High operational expenses hinder broad application.
  2. Reliability: Current AI systems often lack consistency.
  3. Privacy: User data concerns complicate AI assistant development.
  4. Safety and Security: Mitigating risks like bias and hacking remains difficult.
  5. User Interface: Designing intuitive and error-tolerant interactions is challenging.