Based on the current situation, once major model companies realize the marginal effects of their models, pouring in more resources will no longer break through the performance ceiling. The next step will be to focus on cleaning up various shell games and simple application products.

The entire industry will shift from "vertical breakthroughs" to "horizontal expansion," especially for Chinese internet companies like ByteDance, where competition is so fierce that they can eliminate a new player in just one day. Typeless is just a microcosm of this trend.
All AI startup teams must be aware of the crisis.